feat: use foundationforecast library - #368

Merged
AzulGarza merged 3 commits into
mainfrom
feat/use-foundation-forecast
Aug 14, 2026
Merged

feat: use foundationforecast library#368
AzulGarza merged 3 commits into
mainfrom
feat/use-foundation-forecast

Conversation

@AzulGarza

@AzulGarzaAzulGarza commented Aug 13, 2026

Copy link
Copy Markdown
Member

this pr abstracts foundation models and uses foundationforecast instead.

CopilotAI lite review requested due to automatic review settings August 13, 2026 20:23
@cursor

cursorBot commented Aug 13, 2026

Copy link
Copy Markdown

Bugbot is not enabled for your account, so this pull request was not reviewed.

Enable Bugbot in the Cursor dashboard to get automatic reviews on future PRs.

CopilotAI reviewed Aug 13, 2026
View reviewed changes

CopilotAI left a comment

Copy link
Copy Markdown
Contributor

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Pull request overview

This PR migrates TimeCopilot’s foundation-model integrations to the external foundationforecast library, keeping timecopilot.models.foundation.* as lightweight shims for backward compatibility while updating the unified forecaster to reuse shared multi-model orchestration.

Changes:

  • Replace in-repo foundation model implementations with shim classes that inherit from foundationforecast counterparts.
  • Switch TimeCopilotForecaster to use foundationforecast.core.multi_model.MultiModelForecasterMixin for multi-model orchestration.
  • Update dependencies, docs, and tests to reflect the new foundationforecast-based architecture.

Reviewed changes

Copilot reviewed 22 out of 23 changed files in this pull request and generated 3 comments.

Show a summary per file
FileDescription
uv.lockAdds foundationforecast and updates locked transitive dependencies.
timecopilot/models/utils/forecaster.pyRe-exports core forecaster utilities/types from foundationforecast.
timecopilot/models/prophet.pyAdds anomaly-series-length override hook for Prophet.
timecopilot/models/foundation/utils.pyRemoves local TimeSeriesDataset implementation (migrated to foundationforecast).
timecopilot/models/foundation/toto.pyConverts Toto to a foundationforecast shim.
timecopilot/models/foundation/tirex.pyConverts TiRex to a foundationforecast shim.
timecopilot/models/foundation/timesfm.pyConverts TimesFM to a foundationforecast shim.
timecopilot/models/foundation/timegpt.pyConverts TimeGPT (+ finetuning config) to foundationforecast imports/shim.
timecopilot/models/foundation/tabpfn.pyConverts TabPFN to a foundationforecast shim.
timecopilot/models/foundation/t0.pyConverts T0 to a foundationforecast shim.
timecopilot/models/foundation/sundial.pyConverts Sundial to a foundationforecast shim.
timecopilot/models/foundation/patchtst_fm.pyConverts PatchTST-FM to a foundationforecast shim.
timecopilot/models/foundation/moirai.pyConverts Moirai to a foundationforecast shim.
timecopilot/models/foundation/flowstate.pyConverts FlowState to a foundationforecast shim.
timecopilot/models/foundation/chronos.pyConverts Chronos (+ finetuning config) to foundationforecast imports/shim.
timecopilot/models/foundation/init.pyUpdates public exports and python-version gated imports for foundation models.
timecopilot/forecaster.pyAdopts MultiModelForecasterMixin for forecast/CV/anomaly routing.
tests/test_forecaster.pyAdjusts cache-cleaning monkeypatching to match new orchestration behavior.
tests/models/foundation/test_utils.pyUpdates dataset import to foundationforecast.core.utils.TimeSeriesDataset.
tests/models/foundation/test_shims.pyAdds coverage asserting shim classes remain Forecaster subclasses and expose core methods.
pyproject.tomlReplaces many per-model dependencies with foundationforecast>=0.1.1.
mkdocs.ymlPreloads foundationforecast for docs generation.
docs/model-hub.mdDocuments that foundation implementations live in foundationforecast and are re-exported by TimeCopilot.

💡 Add a code-review agent skill or configure MCP servers for context-aware, tailored reviews. Learn more in the docs.

Comment threadtimecopilot/models/foundation/tirex.py
Comment threadtimecopilot/models/foundation/chronos.py
Comment threadtimecopilot/models/foundation/timesfm.py
@AzulGarza
AzulGarza requested a lite review from CopilotAugust 13, 2026 20:37
CopilotAI reviewed Aug 13, 2026
View reviewed changes

CopilotAI left a comment

Copy link
Copy Markdown
Contributor

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Pull request overview

Copilot reviewed 24 out of 25 changed files in this pull request and generated no new comments.

@AzulGarza
AzulGarza merged commit 2ee35d2 into mainAug 14, 2026
11 checks passed
@AzulGarza
AzulGarza deleted the feat/use-foundation-forecast branch August 14, 2026 17:20
Sign up for freeto join this conversation on GitHub. Already have an account? Sign in to comment

Reviewers

Copilot code reviewCopilot
Copilot review effort, defaults to Lite
Applies to this pull request for everyone.Learn more about Copilot code review.
Copilot left review comments

Assignees

No one assigned

Labels

None yet

Projects

None yet

Milestone

No milestone

Development

Successfully merging this pull request may close these issues.

2 participants

@AzulGarza
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all 
 blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks");
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '

Skip to content
feat: use foundationforecast library - #368
Merged
AzulGarza merged 3 commits into
mainfrom 
feat/use-foundation-forecast
Aug 14, 2026
Merged
feat: use foundationforecast library#368
AzulGarza merged 3 commits into
mainfrom 
feat/use-foundation-forecast
Conversation
@AzulGarza
@AzulGarzaAzulGarza
commented
Aug 13, 2026

Copy link


Copy Markdown

Member
this pr abstracts foundation models and uses foundationforecast instead.
CopilotAI
lite review requested due to automatic review settings
August 13, 2026 20:23
@cursor
cursorBot
commented
Aug 13, 2026

Copy link


Copy Markdown

Bugbot is not enabled for your account, so this pull request was not reviewed.
Enable Bugbot in the Cursor dashboard to get automatic reviews on future PRs.
CopilotAI
reviewed
Aug 13, 2026
View reviewed changes
CopilotAI
left a comment


Copy link


Copy Markdown

Contributor
Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Pull request overview
This PR migrates TimeCopilot’s foundation-model integrations to the external foundationforecast library, keeping timecopilot.models.foundation.* as lightweight shims for backward compatibility while updating the unified forecaster to reuse shared multi-model orchestration.
Changes:
  • Replace in-repo foundation model implementations with shim classes that inherit from foundationforecast counterparts.
  • Switch TimeCopilotForecaster to use foundationforecast.core.multi_model.MultiModelForecasterMixin for multi-model orchestration.
  • Update dependencies, docs, and tests to reflect the new foundationforecast-based architecture.
Reviewed changes
Copilot reviewed 22 out of 23 changed files in this pull request and generated 3 comments.
Show a summary per file
FileDescription
uv.lockAdds foundationforecast and updates locked transitive dependencies.
timecopilot/models/utils/forecaster.pyRe-exports core forecaster utilities/types from foundationforecast.
timecopilot/models/prophet.pyAdds anomaly-series-length override hook for Prophet.
timecopilot/models/foundation/utils.pyRemoves local TimeSeriesDataset implementation (migrated to foundationforecast).
timecopilot/models/foundation/toto.pyConverts Toto to a foundationforecast shim.
timecopilot/models/foundation/tirex.pyConverts TiRex to a foundationforecast shim.
timecopilot/models/foundation/timesfm.pyConverts TimesFM to a foundationforecast shim.
timecopilot/models/foundation/timegpt.pyConverts TimeGPT (+ finetuning config) to foundationforecast imports/shim.
timecopilot/models/foundation/tabpfn.pyConverts TabPFN to a foundationforecast shim.
timecopilot/models/foundation/t0.pyConverts T0 to a foundationforecast shim.
timecopilot/models/foundation/sundial.pyConverts Sundial to a foundationforecast shim.
timecopilot/models/foundation/patchtst_fm.pyConverts PatchTST-FM to a foundationforecast shim.
timecopilot/models/foundation/moirai.pyConverts Moirai to a foundationforecast shim.
timecopilot/models/foundation/flowstate.pyConverts FlowState to a foundationforecast shim.
timecopilot/models/foundation/chronos.pyConverts Chronos (+ finetuning config) to foundationforecast imports/shim.
timecopilot/models/foundation/init.pyUpdates public exports and python-version gated imports for foundation models.
timecopilot/forecaster.pyAdopts MultiModelForecasterMixin for forecast/CV/anomaly routing.
tests/test_forecaster.pyAdjusts cache-cleaning monkeypatching to match new orchestration behavior.
tests/models/foundation/test_utils.pyUpdates dataset import to foundationforecast.core.utils.TimeSeriesDataset.
tests/models/foundation/test_shims.pyAdds coverage asserting shim classes remain Forecaster subclasses and expose core methods.
pyproject.tomlReplaces many per-model dependencies with foundationforecast>=0.1.1.
mkdocs.ymlPreloads foundationforecast for docs generation.
docs/model-hub.mdDocuments that foundation implementations live in foundationforecast and are re-exported by TimeCopilot.
💡 Add a code-review agent skill or configure MCP servers for context-aware, tailored reviews. Learn more in the docs.
Comment threadtimecopilot/models/foundation/tirex.py
Comment threadtimecopilot/models/foundation/chronos.py
Comment threadtimecopilot/models/foundation/timesfm.py
@AzulGarza
AzulGarza
requested a lite review from CopilotAugust 13, 2026 20:37
CopilotAI
reviewed
Aug 13, 2026
View reviewed changes
CopilotAI
left a comment


Copy link


Copy Markdown

Contributor
Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Pull request overview
Copilot reviewed 24 out of 25 changed files in this pull request and generated no new comments.
@AzulGarza
AzulGarza
merged commit 2ee35d2
into
mainAug 14, 2026

11 checks passed

@AzulGarza
AzulGarza
deleted the

feat/use-foundation-forecast

branch
August 14, 2026 17:20
Sign up for freeto join this conversation on GitHub.
Already have an account?
Sign in to comment

Reviewers

Copilot code reviewCopilot
Copilot review effort, defaults to Lite
Applies to this pull request for everyone.Learn more about Copilot code review.
Copilot left review comments

Assignees


No one assigned


Labels


None yet


Projects


None yet


Milestone


No milestone


Development

Successfully merging this pull request may close these issues.

2 participants

@AzulGarza

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix");
}
} catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
feat: use foundationforecast library - #368
Merged
AzulGarza merged 3 commits into
mainfrom 
feat/use-foundation-forecast
Aug 14, 2026
Merged
feat: use foundationforecast library#368
AzulGarza merged 3 commits into
mainfrom 
feat/use-foundation-forecast
Conversation
@AzulGarza
@AzulGarzaAzulGarza
commented
Aug 13, 2026

Copy link


Copy Markdown

Member
this pr abstracts foundation models and uses foundationforecast instead.
CopilotAI
lite review requested due to automatic review settings
August 13, 2026 20:23
@cursor
cursorBot
commented
Aug 13, 2026

Copy link


Copy Markdown

Bugbot is not enabled for your account, so this pull request was not reviewed.
Enable Bugbot in the Cursor dashboard to get automatic reviews on future PRs.
CopilotAI
reviewed
Aug 13, 2026
View reviewed changes
CopilotAI
left a comment


Copy link


Copy Markdown

Contributor
Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Pull request overview
This PR migrates TimeCopilot’s foundation-model integrations to the external foundationforecast library, keeping timecopilot.models.foundation.* as lightweight shims for backward compatibility while updating the unified forecaster to reuse shared multi-model orchestration.
Changes:
  • Replace in-repo foundation model implementations with shim classes that inherit from foundationforecast counterparts.
  • Switch TimeCopilotForecaster to use foundationforecast.core.multi_model.MultiModelForecasterMixin for multi-model orchestration.
  • Update dependencies, docs, and tests to reflect the new foundationforecast-based architecture.
Reviewed changes
Copilot reviewed 22 out of 23 changed files in this pull request and generated 3 comments.
Show a summary per file
FileDescription
uv.lockAdds foundationforecast and updates locked transitive dependencies.
timecopilot/models/utils/forecaster.pyRe-exports core forecaster utilities/types from foundationforecast.
timecopilot/models/prophet.pyAdds anomaly-series-length override hook for Prophet.
timecopilot/models/foundation/utils.pyRemoves local TimeSeriesDataset implementation (migrated to foundationforecast).
timecopilot/models/foundation/toto.pyConverts Toto to a foundationforecast shim.
timecopilot/models/foundation/tirex.pyConverts TiRex to a foundationforecast shim.
timecopilot/models/foundation/timesfm.pyConverts TimesFM to a foundationforecast shim.
timecopilot/models/foundation/timegpt.pyConverts TimeGPT (+ finetuning config) to foundationforecast imports/shim.
timecopilot/models/foundation/tabpfn.pyConverts TabPFN to a foundationforecast shim.
timecopilot/models/foundation/t0.pyConverts T0 to a foundationforecast shim.
timecopilot/models/foundation/sundial.pyConverts Sundial to a foundationforecast shim.
timecopilot/models/foundation/patchtst_fm.pyConverts PatchTST-FM to a foundationforecast shim.
timecopilot/models/foundation/moirai.pyConverts Moirai to a foundationforecast shim.
timecopilot/models/foundation/flowstate.pyConverts FlowState to a foundationforecast shim.
timecopilot/models/foundation/chronos.pyConverts Chronos (+ finetuning config) to foundationforecast imports/shim.
timecopilot/models/foundation/init.pyUpdates public exports and python-version gated imports for foundation models.
timecopilot/forecaster.pyAdopts MultiModelForecasterMixin for forecast/CV/anomaly routing.
tests/test_forecaster.pyAdjusts cache-cleaning monkeypatching to match new orchestration behavior.
tests/models/foundation/test_utils.pyUpdates dataset import to foundationforecast.core.utils.TimeSeriesDataset.
tests/models/foundation/test_shims.pyAdds coverage asserting shim classes remain Forecaster subclasses and expose core methods.
pyproject.tomlReplaces many per-model dependencies with foundationforecast>=0.1.1.
mkdocs.ymlPreloads foundationforecast for docs generation.
docs/model-hub.mdDocuments that foundation implementations live in foundationforecast and are re-exported by TimeCopilot.
💡 Add a code-review agent skill or configure MCP servers for context-aware, tailored reviews. Learn more in the docs.
Comment threadtimecopilot/models/foundation/tirex.py
Comment threadtimecopilot/models/foundation/chronos.py
Comment threadtimecopilot/models/foundation/timesfm.py
@AzulGarza
AzulGarza
requested a lite review from CopilotAugust 13, 2026 20:37
CopilotAI
reviewed
Aug 13, 2026
View reviewed changes
CopilotAI
left a comment


Copy link


Copy Markdown

Contributor
Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Pull request overview
Copilot reviewed 24 out of 25 changed files in this pull request and generated no new comments.
@AzulGarza
AzulGarza
merged commit 2ee35d2
into
mainAug 14, 2026

11 checks passed

@AzulGarza
AzulGarza
deleted the

feat/use-foundation-forecast

branch
August 14, 2026 17:20
Sign up for freeto join this conversation on GitHub.
Already have an account?
Sign in to comment

Reviewers

Copilot code reviewCopilot
Copilot review effort, defaults to Lite
Applies to this pull request for everyone.Learn more about Copilot code review.
Copilot left review comments

Assignees


No one assigned


Labels


None yet


Projects


None yet


Milestone


No milestone


Development

Successfully merging this pull request may close these issues.

2 participants

@AzulGarza

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms");
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
feat: use foundationforecast library - #368
Merged
AzulGarza merged 3 commits into
mainfrom 
feat/use-foundation-forecast
Aug 14, 2026
Merged
feat: use foundationforecast library#368
AzulGarza merged 3 commits into
mainfrom 
feat/use-foundation-forecast
Conversation
@AzulGarza
@AzulGarzaAzulGarza
commented
Aug 13, 2026

Copy link


Copy Markdown

Member
this pr abstracts foundation models and uses foundationforecast instead.
CopilotAI
lite review requested due to automatic review settings
August 13, 2026 20:23
@cursor
cursorBot
commented
Aug 13, 2026

Copy link


Copy Markdown

Bugbot is not enabled for your account, so this pull request was not reviewed.
Enable Bugbot in the Cursor dashboard to get automatic reviews on future PRs.
CopilotAI
reviewed
Aug 13, 2026
View reviewed changes
CopilotAI
left a comment


Copy link


Copy Markdown

Contributor
Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Pull request overview
This PR migrates TimeCopilot’s foundation-model integrations to the external foundationforecast library, keeping timecopilot.models.foundation.* as lightweight shims for backward compatibility while updating the unified forecaster to reuse shared multi-model orchestration.
Changes:
  • Replace in-repo foundation model implementations with shim classes that inherit from foundationforecast counterparts.
  • Switch TimeCopilotForecaster to use foundationforecast.core.multi_model.MultiModelForecasterMixin for multi-model orchestration.
  • Update dependencies, docs, and tests to reflect the new foundationforecast-based architecture.
Reviewed changes
Copilot reviewed 22 out of 23 changed files in this pull request and generated 3 comments.
Show a summary per file
FileDescription
uv.lockAdds foundationforecast and updates locked transitive dependencies.
timecopilot/models/utils/forecaster.pyRe-exports core forecaster utilities/types from foundationforecast.
timecopilot/models/prophet.pyAdds anomaly-series-length override hook for Prophet.
timecopilot/models/foundation/utils.pyRemoves local TimeSeriesDataset implementation (migrated to foundationforecast).
timecopilot/models/foundation/toto.pyConverts Toto to a foundationforecast shim.
timecopilot/models/foundation/tirex.pyConverts TiRex to a foundationforecast shim.
timecopilot/models/foundation/timesfm.pyConverts TimesFM to a foundationforecast shim.
timecopilot/models/foundation/timegpt.pyConverts TimeGPT (+ finetuning config) to foundationforecast imports/shim.
timecopilot/models/foundation/tabpfn.pyConverts TabPFN to a foundationforecast shim.
timecopilot/models/foundation/t0.pyConverts T0 to a foundationforecast shim.
timecopilot/models/foundation/sundial.pyConverts Sundial to a foundationforecast shim.
timecopilot/models/foundation/patchtst_fm.pyConverts PatchTST-FM to a foundationforecast shim.
timecopilot/models/foundation/moirai.pyConverts Moirai to a foundationforecast shim.
timecopilot/models/foundation/flowstate.pyConverts FlowState to a foundationforecast shim.
timecopilot/models/foundation/chronos.pyConverts Chronos (+ finetuning config) to foundationforecast imports/shim.
timecopilot/models/foundation/init.pyUpdates public exports and python-version gated imports for foundation models.
timecopilot/forecaster.pyAdopts MultiModelForecasterMixin for forecast/CV/anomaly routing.
tests/test_forecaster.pyAdjusts cache-cleaning monkeypatching to match new orchestration behavior.
tests/models/foundation/test_utils.pyUpdates dataset import to foundationforecast.core.utils.TimeSeriesDataset.
tests/models/foundation/test_shims.pyAdds coverage asserting shim classes remain Forecaster subclasses and expose core methods.
pyproject.tomlReplaces many per-model dependencies with foundationforecast>=0.1.1.
mkdocs.ymlPreloads foundationforecast for docs generation.
docs/model-hub.mdDocuments that foundation implementations live in foundationforecast and are re-exported by TimeCopilot.
💡 Add a code-review agent skill or configure MCP servers for context-aware, tailored reviews. Learn more in the docs.
Comment threadtimecopilot/models/foundation/tirex.py
Comment threadtimecopilot/models/foundation/chronos.py
Comment threadtimecopilot/models/foundation/timesfm.py
@AzulGarza
AzulGarza
requested a lite review from CopilotAugust 13, 2026 20:37
CopilotAI
reviewed
Aug 13, 2026
View reviewed changes
CopilotAI
left a comment


Copy link


Copy Markdown

Contributor
Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Pull request overview
Copilot reviewed 24 out of 25 changed files in this pull request and generated no new comments.
@AzulGarza
AzulGarza
merged commit 2ee35d2
into
mainAug 14, 2026

11 checks passed

@AzulGarza
AzulGarza
deleted the

feat/use-foundation-forecast

branch
August 14, 2026 17:20
Sign up for freeto join this conversation on GitHub.
Already have an account?
Sign in to comment

Reviewers

Copilot code reviewCopilot
Copilot review effort, defaults to Lite
Applies to this pull request for everyone.Learn more about Copilot code review.
Copilot left review comments

Assignees


No one assigned


Labels


None yet


Projects


None yet


Milestone


No milestone


Development

Successfully merging this pull request may close these issues.

2 participants

@AzulGarza

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links");
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '

Skip to content
feat: use foundationforecast library - #368
Merged
AzulGarza merged 3 commits into
mainfrom 
feat/use-foundation-forecast
Aug 14, 2026
Merged
feat: use foundationforecast library#368
AzulGarza merged 3 commits into
mainfrom 
feat/use-foundation-forecast
Conversation
@AzulGarza
@AzulGarzaAzulGarza
commented
Aug 13, 2026

Copy link


Copy Markdown

Member
this pr abstracts foundation models and uses foundationforecast instead.
CopilotAI
lite review requested due to automatic review settings
August 13, 2026 20:23
@cursor
cursorBot
commented
Aug 13, 2026

Copy link


Copy Markdown

Bugbot is not enabled for your account, so this pull request was not reviewed.
Enable Bugbot in the Cursor dashboard to get automatic reviews on future PRs.
CopilotAI
reviewed
Aug 13, 2026
View reviewed changes
CopilotAI
left a comment


Copy link


Copy Markdown

Contributor
Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Pull request overview
This PR migrates TimeCopilot’s foundation-model integrations to the external foundationforecast library, keeping timecopilot.models.foundation.* as lightweight shims for backward compatibility while updating the unified forecaster to reuse shared multi-model orchestration.
Changes:
  • Replace in-repo foundation model implementations with shim classes that inherit from foundationforecast counterparts.
  • Switch TimeCopilotForecaster to use foundationforecast.core.multi_model.MultiModelForecasterMixin for multi-model orchestration.
  • Update dependencies, docs, and tests to reflect the new foundationforecast-based architecture.
Reviewed changes
Copilot reviewed 22 out of 23 changed files in this pull request and generated 3 comments.
Show a summary per file
FileDescription
uv.lockAdds foundationforecast and updates locked transitive dependencies.
timecopilot/models/utils/forecaster.pyRe-exports core forecaster utilities/types from foundationforecast.
timecopilot/models/prophet.pyAdds anomaly-series-length override hook for Prophet.
timecopilot/models/foundation/utils.pyRemoves local TimeSeriesDataset implementation (migrated to foundationforecast).
timecopilot/models/foundation/toto.pyConverts Toto to a foundationforecast shim.
timecopilot/models/foundation/tirex.pyConverts TiRex to a foundationforecast shim.
timecopilot/models/foundation/timesfm.pyConverts TimesFM to a foundationforecast shim.
timecopilot/models/foundation/timegpt.pyConverts TimeGPT (+ finetuning config) to foundationforecast imports/shim.
timecopilot/models/foundation/tabpfn.pyConverts TabPFN to a foundationforecast shim.
timecopilot/models/foundation/t0.pyConverts T0 to a foundationforecast shim.
timecopilot/models/foundation/sundial.pyConverts Sundial to a foundationforecast shim.
timecopilot/models/foundation/patchtst_fm.pyConverts PatchTST-FM to a foundationforecast shim.
timecopilot/models/foundation/moirai.pyConverts Moirai to a foundationforecast shim.
timecopilot/models/foundation/flowstate.pyConverts FlowState to a foundationforecast shim.
timecopilot/models/foundation/chronos.pyConverts Chronos (+ finetuning config) to foundationforecast imports/shim.
timecopilot/models/foundation/init.pyUpdates public exports and python-version gated imports for foundation models.
timecopilot/forecaster.pyAdopts MultiModelForecasterMixin for forecast/CV/anomaly routing.
tests/test_forecaster.pyAdjusts cache-cleaning monkeypatching to match new orchestration behavior.
tests/models/foundation/test_utils.pyUpdates dataset import to foundationforecast.core.utils.TimeSeriesDataset.
tests/models/foundation/test_shims.pyAdds coverage asserting shim classes remain Forecaster subclasses and expose core methods.
pyproject.tomlReplaces many per-model dependencies with foundationforecast>=0.1.1.
mkdocs.ymlPreloads foundationforecast for docs generation.
docs/model-hub.mdDocuments that foundation implementations live in foundationforecast and are re-exported by TimeCopilot.
💡 Add a code-review agent skill or configure MCP servers for context-aware, tailored reviews. Learn more in the docs.
Comment threadtimecopilot/models/foundation/tirex.py
Comment threadtimecopilot/models/foundation/chronos.py
Comment threadtimecopilot/models/foundation/timesfm.py
@AzulGarza
AzulGarza
requested a lite review from CopilotAugust 13, 2026 20:37
CopilotAI
reviewed
Aug 13, 2026
View reviewed changes
CopilotAI
left a comment


Copy link


Copy Markdown

Contributor
Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Pull request overview
Copilot reviewed 24 out of 25 changed files in this pull request and generated no new comments.
@AzulGarza
AzulGarza
merged commit 2ee35d2
into
mainAug 14, 2026

11 checks passed

@AzulGarza
AzulGarza
deleted the

feat/use-foundation-forecast

branch
August 14, 2026 17:20
Sign up for freeto join this conversation on GitHub.
Already have an account?
Sign in to comment

Reviewers

Copilot code reviewCopilot
Copilot review effort, defaults to Lite
Applies to this pull request for everyone.Learn more about Copilot code review.
Copilot left review comments

Assignees


No one assigned


Labels


None yet


Projects


None yet


Milestone


No milestone


Development

Successfully merging this pull request may close these issues.

2 participants

@AzulGarza

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default");
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
feat: use foundationforecast library - #368
Merged
AzulGarza merged 3 commits into
mainfrom 
feat/use-foundation-forecast
Aug 14, 2026
Merged
feat: use foundationforecast library#368
AzulGarza merged 3 commits into
mainfrom 
feat/use-foundation-forecast
Conversation
@AzulGarza
@AzulGarzaAzulGarza
commented
Aug 13, 2026

Copy link


Copy Markdown

Member
this pr abstracts foundation models and uses foundationforecast instead.
CopilotAI
lite review requested due to automatic review settings
August 13, 2026 20:23
@cursor
cursorBot
commented
Aug 13, 2026

Copy link


Copy Markdown

Bugbot is not enabled for your account, so this pull request was not reviewed.
Enable Bugbot in the Cursor dashboard to get automatic reviews on future PRs.
CopilotAI
reviewed
Aug 13, 2026
View reviewed changes
CopilotAI
left a comment


Copy link


Copy Markdown

Contributor
Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Pull request overview
This PR migrates TimeCopilot’s foundation-model integrations to the external foundationforecast library, keeping timecopilot.models.foundation.* as lightweight shims for backward compatibility while updating the unified forecaster to reuse shared multi-model orchestration.
Changes:
  • Replace in-repo foundation model implementations with shim classes that inherit from foundationforecast counterparts.
  • Switch TimeCopilotForecaster to use foundationforecast.core.multi_model.MultiModelForecasterMixin for multi-model orchestration.
  • Update dependencies, docs, and tests to reflect the new foundationforecast-based architecture.
Reviewed changes
Copilot reviewed 22 out of 23 changed files in this pull request and generated 3 comments.
Show a summary per file
FileDescription
uv.lockAdds foundationforecast and updates locked transitive dependencies.
timecopilot/models/utils/forecaster.pyRe-exports core forecaster utilities/types from foundationforecast.
timecopilot/models/prophet.pyAdds anomaly-series-length override hook for Prophet.
timecopilot/models/foundation/utils.pyRemoves local TimeSeriesDataset implementation (migrated to foundationforecast).
timecopilot/models/foundation/toto.pyConverts Toto to a foundationforecast shim.
timecopilot/models/foundation/tirex.pyConverts TiRex to a foundationforecast shim.
timecopilot/models/foundation/timesfm.pyConverts TimesFM to a foundationforecast shim.
timecopilot/models/foundation/timegpt.pyConverts TimeGPT (+ finetuning config) to foundationforecast imports/shim.
timecopilot/models/foundation/tabpfn.pyConverts TabPFN to a foundationforecast shim.
timecopilot/models/foundation/t0.pyConverts T0 to a foundationforecast shim.
timecopilot/models/foundation/sundial.pyConverts Sundial to a foundationforecast shim.
timecopilot/models/foundation/patchtst_fm.pyConverts PatchTST-FM to a foundationforecast shim.
timecopilot/models/foundation/moirai.pyConverts Moirai to a foundationforecast shim.
timecopilot/models/foundation/flowstate.pyConverts FlowState to a foundationforecast shim.
timecopilot/models/foundation/chronos.pyConverts Chronos (+ finetuning config) to foundationforecast imports/shim.
timecopilot/models/foundation/init.pyUpdates public exports and python-version gated imports for foundation models.
timecopilot/forecaster.pyAdopts MultiModelForecasterMixin for forecast/CV/anomaly routing.
tests/test_forecaster.pyAdjusts cache-cleaning monkeypatching to match new orchestration behavior.
tests/models/foundation/test_utils.pyUpdates dataset import to foundationforecast.core.utils.TimeSeriesDataset.
tests/models/foundation/test_shims.pyAdds coverage asserting shim classes remain Forecaster subclasses and expose core methods.
pyproject.tomlReplaces many per-model dependencies with foundationforecast>=0.1.1.
mkdocs.ymlPreloads foundationforecast for docs generation.
docs/model-hub.mdDocuments that foundation implementations live in foundationforecast and are re-exported by TimeCopilot.
💡 Add a code-review agent skill or configure MCP servers for context-aware, tailored reviews. Learn more in the docs.
Comment threadtimecopilot/models/foundation/tirex.py
Comment threadtimecopilot/models/foundation/chronos.py
Comment threadtimecopilot/models/foundation/timesfm.py
@AzulGarza
AzulGarza
requested a lite review from CopilotAugust 13, 2026 20:37
CopilotAI
reviewed
Aug 13, 2026
View reviewed changes
CopilotAI
left a comment


Copy link


Copy Markdown

Contributor
Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Pull request overview
Copilot reviewed 24 out of 25 changed files in this pull request and generated no new comments.
@AzulGarza
AzulGarza
merged commit 2ee35d2
into
mainAug 14, 2026

11 checks passed

@AzulGarza
AzulGarza
deleted the

feat/use-foundation-forecast

branch
August 14, 2026 17:20
Sign up for freeto join this conversation on GitHub.
Already have an account?
Sign in to comment

Reviewers

Copilot code reviewCopilot
Copilot review effort, defaults to Lite
Applies to this pull request for everyone.Learn more about Copilot code review.
Copilot left review comments

Assignees


No one assigned


Labels


None yet


Projects


None yet


Milestone


No milestone


Development

Successfully merging this pull request may close these issues.

2 participants

@AzulGarza

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers");
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
feat: use foundationforecast library - #368
Merged
AzulGarza merged 3 commits into
mainfrom 
feat/use-foundation-forecast
Aug 14, 2026
Merged
feat: use foundationforecast library#368
AzulGarza merged 3 commits into
mainfrom 
feat/use-foundation-forecast
Conversation
@AzulGarza
@AzulGarzaAzulGarza
commented
Aug 13, 2026

Copy link


Copy Markdown

Member
this pr abstracts foundation models and uses foundationforecast instead.
CopilotAI
lite review requested due to automatic review settings
August 13, 2026 20:23
@cursor
cursorBot
commented
Aug 13, 2026

Copy link


Copy Markdown

Bugbot is not enabled for your account, so this pull request was not reviewed.
Enable Bugbot in the Cursor dashboard to get automatic reviews on future PRs.
CopilotAI
reviewed
Aug 13, 2026
View reviewed changes
CopilotAI
left a comment


Copy link


Copy Markdown

Contributor
Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Pull request overview
This PR migrates TimeCopilot’s foundation-model integrations to the external foundationforecast library, keeping timecopilot.models.foundation.* as lightweight shims for backward compatibility while updating the unified forecaster to reuse shared multi-model orchestration.
Changes:
  • Replace in-repo foundation model implementations with shim classes that inherit from foundationforecast counterparts.
  • Switch TimeCopilotForecaster to use foundationforecast.core.multi_model.MultiModelForecasterMixin for multi-model orchestration.
  • Update dependencies, docs, and tests to reflect the new foundationforecast-based architecture.
Reviewed changes
Copilot reviewed 22 out of 23 changed files in this pull request and generated 3 comments.
Show a summary per file
FileDescription
uv.lockAdds foundationforecast and updates locked transitive dependencies.
timecopilot/models/utils/forecaster.pyRe-exports core forecaster utilities/types from foundationforecast.
timecopilot/models/prophet.pyAdds anomaly-series-length override hook for Prophet.
timecopilot/models/foundation/utils.pyRemoves local TimeSeriesDataset implementation (migrated to foundationforecast).
timecopilot/models/foundation/toto.pyConverts Toto to a foundationforecast shim.
timecopilot/models/foundation/tirex.pyConverts TiRex to a foundationforecast shim.
timecopilot/models/foundation/timesfm.pyConverts TimesFM to a foundationforecast shim.
timecopilot/models/foundation/timegpt.pyConverts TimeGPT (+ finetuning config) to foundationforecast imports/shim.
timecopilot/models/foundation/tabpfn.pyConverts TabPFN to a foundationforecast shim.
timecopilot/models/foundation/t0.pyConverts T0 to a foundationforecast shim.
timecopilot/models/foundation/sundial.pyConverts Sundial to a foundationforecast shim.
timecopilot/models/foundation/patchtst_fm.pyConverts PatchTST-FM to a foundationforecast shim.
timecopilot/models/foundation/moirai.pyConverts Moirai to a foundationforecast shim.
timecopilot/models/foundation/flowstate.pyConverts FlowState to a foundationforecast shim.
timecopilot/models/foundation/chronos.pyConverts Chronos (+ finetuning config) to foundationforecast imports/shim.
timecopilot/models/foundation/init.pyUpdates public exports and python-version gated imports for foundation models.
timecopilot/forecaster.pyAdopts MultiModelForecasterMixin for forecast/CV/anomaly routing.
tests/test_forecaster.pyAdjusts cache-cleaning monkeypatching to match new orchestration behavior.
tests/models/foundation/test_utils.pyUpdates dataset import to foundationforecast.core.utils.TimeSeriesDataset.
tests/models/foundation/test_shims.pyAdds coverage asserting shim classes remain Forecaster subclasses and expose core methods.
pyproject.tomlReplaces many per-model dependencies with foundationforecast>=0.1.1.
mkdocs.ymlPreloads foundationforecast for docs generation.
docs/model-hub.mdDocuments that foundation implementations live in foundationforecast and are re-exported by TimeCopilot.
💡 Add a code-review agent skill or configure MCP servers for context-aware, tailored reviews. Learn more in the docs.
Comment threadtimecopilot/models/foundation/tirex.py
Comment threadtimecopilot/models/foundation/chronos.py
Comment threadtimecopilot/models/foundation/timesfm.py
@AzulGarza
AzulGarza
requested a lite review from CopilotAugust 13, 2026 20:37
CopilotAI
reviewed
Aug 13, 2026
View reviewed changes
CopilotAI
left a comment


Copy link


Copy Markdown

Contributor
Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Pull request overview
Copilot reviewed 24 out of 25 changed files in this pull request and generated no new comments.
@AzulGarza
AzulGarza
merged commit 2ee35d2
into
mainAug 14, 2026

11 checks passed

@AzulGarza
AzulGarza
deleted the

feat/use-foundation-forecast

branch
August 14, 2026 17:20
Sign up for freeto join this conversation on GitHub.
Already have an account?
Sign in to comment

Reviewers

Copilot code reviewCopilot
Copilot review effort, defaults to Lite
Applies to this pull request for everyone.Learn more about Copilot code review.
Copilot left review comments

Assignees


No one assigned


Labels


None yet


Projects


None yet


Milestone


No milestone


Development

Successfully merging this pull request may close these issues.

2 participants

@AzulGarza

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode");
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();

Skip to content
feat: use foundationforecast library - #368
Merged
AzulGarza merged 3 commits into
mainfrom 
feat/use-foundation-forecast
Aug 14, 2026
Merged
feat: use foundationforecast library#368
AzulGarza merged 3 commits into
mainfrom 
feat/use-foundation-forecast
Conversation
@AzulGarza
@AzulGarzaAzulGarza
commented
Aug 13, 2026

Copy link


Copy Markdown

Member
this pr abstracts foundation models and uses foundationforecast instead.
CopilotAI
lite review requested due to automatic review settings
August 13, 2026 20:23
@cursor
cursorBot
commented
Aug 13, 2026

Copy link


Copy Markdown

Bugbot is not enabled for your account, so this pull request was not reviewed.
Enable Bugbot in the Cursor dashboard to get automatic reviews on future PRs.
CopilotAI
reviewed
Aug 13, 2026
View reviewed changes
CopilotAI
left a comment


Copy link


Copy Markdown

Contributor
Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Pull request overview
This PR migrates TimeCopilot’s foundation-model integrations to the external foundationforecast library, keeping timecopilot.models.foundation.* as lightweight shims for backward compatibility while updating the unified forecaster to reuse shared multi-model orchestration.
Changes:
  • Replace in-repo foundation model implementations with shim classes that inherit from foundationforecast counterparts.
  • Switch TimeCopilotForecaster to use foundationforecast.core.multi_model.MultiModelForecasterMixin for multi-model orchestration.
  • Update dependencies, docs, and tests to reflect the new foundationforecast-based architecture.
Reviewed changes
Copilot reviewed 22 out of 23 changed files in this pull request and generated 3 comments.
Show a summary per file
FileDescription
uv.lockAdds foundationforecast and updates locked transitive dependencies.
timecopilot/models/utils/forecaster.pyRe-exports core forecaster utilities/types from foundationforecast.
timecopilot/models/prophet.pyAdds anomaly-series-length override hook for Prophet.
timecopilot/models/foundation/utils.pyRemoves local TimeSeriesDataset implementation (migrated to foundationforecast).
timecopilot/models/foundation/toto.pyConverts Toto to a foundationforecast shim.
timecopilot/models/foundation/tirex.pyConverts TiRex to a foundationforecast shim.
timecopilot/models/foundation/timesfm.pyConverts TimesFM to a foundationforecast shim.
timecopilot/models/foundation/timegpt.pyConverts TimeGPT (+ finetuning config) to foundationforecast imports/shim.
timecopilot/models/foundation/tabpfn.pyConverts TabPFN to a foundationforecast shim.
timecopilot/models/foundation/t0.pyConverts T0 to a foundationforecast shim.
timecopilot/models/foundation/sundial.pyConverts Sundial to a foundationforecast shim.
timecopilot/models/foundation/patchtst_fm.pyConverts PatchTST-FM to a foundationforecast shim.
timecopilot/models/foundation/moirai.pyConverts Moirai to a foundationforecast shim.
timecopilot/models/foundation/flowstate.pyConverts FlowState to a foundationforecast shim.
timecopilot/models/foundation/chronos.pyConverts Chronos (+ finetuning config) to foundationforecast imports/shim.
timecopilot/models/foundation/init.pyUpdates public exports and python-version gated imports for foundation models.
timecopilot/forecaster.pyAdopts MultiModelForecasterMixin for forecast/CV/anomaly routing.
tests/test_forecaster.pyAdjusts cache-cleaning monkeypatching to match new orchestration behavior.
tests/models/foundation/test_utils.pyUpdates dataset import to foundationforecast.core.utils.TimeSeriesDataset.
tests/models/foundation/test_shims.pyAdds coverage asserting shim classes remain Forecaster subclasses and expose core methods.
pyproject.tomlReplaces many per-model dependencies with foundationforecast>=0.1.1.
mkdocs.ymlPreloads foundationforecast for docs generation.
docs/model-hub.mdDocuments that foundation implementations live in foundationforecast and are re-exported by TimeCopilot.
💡 Add a code-review agent skill or configure MCP servers for context-aware, tailored reviews. Learn more in the docs.
Comment threadtimecopilot/models/foundation/tirex.py
Comment threadtimecopilot/models/foundation/chronos.py
Comment threadtimecopilot/models/foundation/timesfm.py
@AzulGarza
AzulGarza
requested a lite review from CopilotAugust 13, 2026 20:37
CopilotAI
reviewed
Aug 13, 2026
View reviewed changes
CopilotAI
left a comment


Copy link


Copy Markdown

Contributor
Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Pull request overview
Copilot reviewed 24 out of 25 changed files in this pull request and generated no new comments.
@AzulGarza
AzulGarza
merged commit 2ee35d2
into
mainAug 14, 2026

11 checks passed

@AzulGarza
AzulGarza
deleted the

feat/use-foundation-forecast

branch
August 14, 2026 17:20
Sign up for freeto join this conversation on GitHub.
Already have an account?
Sign in to comment

Reviewers

Copilot code reviewCopilot
Copilot review effort, defaults to Lite
Applies to this pull request for everyone.Learn more about Copilot code review.
Copilot left review comments

Assignees


No one assigned


Labels


None yet


Projects


None yet


Milestone


No milestone


Development

Successfully merging this pull request may close these issues.

2 participants

@AzulGarza