PyCon 2025 DSPY workshop references#28

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Expand Up@@ -3,11 +3,12 @@ Ines Montani, Building AI with AI, keynote, Saturday, 1, , https://speakerdeck.c
Pietro Mascolo, Graph-based Machine Learning with Python, talk, Saturday, 2, https://github.com/iz4vve/graph-ml-pycon-2025, https://github.com/iz4vve/graph-ml-pycon-2025/blob/main/graphml.pdf, https://www.youtube.com/watch?v=A9JqZ8HNeWc, ,
Pietro Mascolo, Timeseries on steroids with ReTAin networks, talk, Saturday, 2, https://github.com/iz4vve/timeseries-with-ReTAin, https://github.com/iz4vve/timeseries-with-ReTAin/blob/main/retain.pdf, , ,
Chris Gregan,Smart Spreadsheet Workflows with Celbridge & Python, talk, Sunday, 2, https://github.com/celbridge-org/celbridge, https://docs.google.com/presentation/d/1zS4wJesk-yNyZW0kO8hQf5fVgJYzdlH7VoGz1WGtA4M, , chrisgregan@celbridge.org,
Tom Kaltofen,Rethinking feature engineering with mloda,talk,Sunday, 2, https://github.com/mloda-ai/mloda,https://drive.google.com/file/d/1PeEvdsgP7UvhQoEczCYBMxI4c4smsz9X,,tomkaltofen@mloda.ai,
Tom Kaltofen,Rethinking feature engineering with mloda,talk,Sunday, 2, https://github.com/mloda-ai/mloda,https://drive.google.com/file/d/1PeEvdsgP7UvhQoEczCYBMxI4c4smsz9X,,tomkaltofen@mloda.ai,
Gerard Keating,Dataclasses: What Do They Do? Do They Do things? Let's Find Out! ,talk,Sunday,1,,https://gerardkeating.me/pyconie2025/dataclass-pyconie2025-slides.pdf,,https://gerardkeating.me,
Nathaniel Forde, Bayesian Workflow with Structural Equation Models, talk,Saturday,1,,https://nathanielf.github.io/talks/pycon_ireland_2025/bayesian_workflow_sem.html#/title-slide, https://youtu.be/NS7SjHDSdmA?si=VTWUq3mmRpa7i8hG&t=14, https://nathanielf.github.io/,
Jake Williams and Buket Benek Gursoy, Performance Engineering for Python-based AI Workflows in HPC, talk, Saturday, 1, https://git.ichec.ie/decarb-ai-2025/mlusecase/-/tree/main/floodnet, https://git.ichec.ie/seoda/ai4eo_pipeline/-/blob/main/reports/PerfEng_AI_Workflows.pdf, , ,
Theodore Tucker, "A reproducible approach to scientific Python: Using Git CI and remote execution with Jupyter notebooks", Talk, Sunday, 2, , https://gitlab.com/theodoretucker_ct/slides/-/blob/main/202511_PyCon_Ireland_A%20reproducible%20approach%20to%20scientific%20Python.pdf, , theodore.tucker@codethink.co.uk,
Indranil Ghosh, Time series analysis for coupled neurons., workshop, Saturday, workshop 2, https://github.com/indrag49/Pycon-Ireland-Tutorial-2025, https://github.com/indrag49/indrag49.github.io/blob/master/uploads/Pycon%20Ireland%20tutorial%20(2025).pdf, Not yet available (working on it), https://indrag49.github.io/index.html,
Laurent Doguin, Building Privacy-Focused Vector Search Applications, workshop, Sunday, workshop 2, https://github.com/shivay-couchbase/Building-Privacy-Focused-Vector-Search-Applications-PyCon-Workshop, https://docs.google.com/presentation/d/1PEi7HVXJs3in-CAzTXaUmgXTiFPZjU7B/edit?usp=sharing&ouid=117579161492281663932&rtpof=true&sd=true, , @ldoguin,
Manuel Ledezma, Machine Learning for Testers: Train Evaluate and Detect Bias in AI Models, workshop, Sunday, workshop 1, https://github.com/manuelledezma687/spam-project-machine-learning-tests, https://docs.google.com/presentation/d/1jykwh-mDfrXz-6aZhKZKspFdlChCoRYlxOG_KmJ9WEI/edit?usp=sharing, , https://github.com/manuelledezma687,
Sergii Danilov, From Prompts to Programs: DSPy in 120 Minutes, workshop, Saturday, workshop 1, https://github.com/Pencroff/dspy_workshop/tree/main, https://pencroff.github.io/presentations/pages/dspy_workshop/, https://www.youtube.com/watch?v=xG2Y7p0skY4, https://pencroff.com/,
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PyCon 2025 DSPY workshop references#28

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Expand Up@@ -3,11 +3,12 @@ Ines Montani, Building AI with AI, keynote, Saturday, 1, , https://speakerdeck.c
Pietro Mascolo, Graph-based Machine Learning with Python, talk, Saturday, 2, https://github.com/iz4vve/graph-ml-pycon-2025, https://github.com/iz4vve/graph-ml-pycon-2025/blob/main/graphml.pdf, https://www.youtube.com/watch?v=A9JqZ8HNeWc, ,
Pietro Mascolo, Timeseries on steroids with ReTAin networks, talk, Saturday, 2, https://github.com/iz4vve/timeseries-with-ReTAin, https://github.com/iz4vve/timeseries-with-ReTAin/blob/main/retain.pdf, , ,
Chris Gregan,Smart Spreadsheet Workflows with Celbridge & Python, talk, Sunday, 2, https://github.com/celbridge-org/celbridge, https://docs.google.com/presentation/d/1zS4wJesk-yNyZW0kO8hQf5fVgJYzdlH7VoGz1WGtA4M, , chrisgregan@celbridge.org,
Tom Kaltofen,Rethinking feature engineering with mloda,talk,Sunday, 2, https://github.com/mloda-ai/mloda,https://drive.google.com/file/d/1PeEvdsgP7UvhQoEczCYBMxI4c4smsz9X,,tomkaltofen@mloda.ai,
Tom Kaltofen,Rethinking feature engineering with mloda,talk,Sunday, 2, https://github.com/mloda-ai/mloda,https://drive.google.com/file/d/1PeEvdsgP7UvhQoEczCYBMxI4c4smsz9X,,tomkaltofen@mloda.ai,
Gerard Keating,Dataclasses: What Do They Do? Do They Do things? Let's Find Out! ,talk,Sunday,1,,https://gerardkeating.me/pyconie2025/dataclass-pyconie2025-slides.pdf,,https://gerardkeating.me,
Nathaniel Forde, Bayesian Workflow with Structural Equation Models, talk,Saturday,1,,https://nathanielf.github.io/talks/pycon_ireland_2025/bayesian_workflow_sem.html#/title-slide, https://youtu.be/NS7SjHDSdmA?si=VTWUq3mmRpa7i8hG&t=14, https://nathanielf.github.io/,
Jake Williams and Buket Benek Gursoy, Performance Engineering for Python-based AI Workflows in HPC, talk, Saturday, 1, https://git.ichec.ie/decarb-ai-2025/mlusecase/-/tree/main/floodnet, https://git.ichec.ie/seoda/ai4eo_pipeline/-/blob/main/reports/PerfEng_AI_Workflows.pdf, , ,
Theodore Tucker, "A reproducible approach to scientific Python: Using Git CI and remote execution with Jupyter notebooks", Talk, Sunday, 2, , https://gitlab.com/theodoretucker_ct/slides/-/blob/main/202511_PyCon_Ireland_A%20reproducible%20approach%20to%20scientific%20Python.pdf, , theodore.tucker@codethink.co.uk,
Indranil Ghosh, Time series analysis for coupled neurons., workshop, Saturday, workshop 2, https://github.com/indrag49/Pycon-Ireland-Tutorial-2025, https://github.com/indrag49/indrag49.github.io/blob/master/uploads/Pycon%20Ireland%20tutorial%20(2025).pdf, Not yet available (working on it), https://indrag49.github.io/index.html,
Laurent Doguin, Building Privacy-Focused Vector Search Applications, workshop, Sunday, workshop 2, https://github.com/shivay-couchbase/Building-Privacy-Focused-Vector-Search-Applications-PyCon-Workshop, https://docs.google.com/presentation/d/1PEi7HVXJs3in-CAzTXaUmgXTiFPZjU7B/edit?usp=sharing&ouid=117579161492281663932&rtpof=true&sd=true, , @ldoguin,
Manuel Ledezma, Machine Learning for Testers: Train Evaluate and Detect Bias in AI Models, workshop, Sunday, workshop 1, https://github.com/manuelledezma687/spam-project-machine-learning-tests, https://docs.google.com/presentation/d/1jykwh-mDfrXz-6aZhKZKspFdlChCoRYlxOG_KmJ9WEI/edit?usp=sharing, , https://github.com/manuelledezma687,
Sergii Danilov, From Prompts to Programs: DSPy in 120 Minutes, workshop, Saturday, workshop 1, https://github.com/Pencroff/dspy_workshop/tree/main, https://pencroff.github.io/presentations/pages/dspy_workshop/, https://www.youtube.com/watch?v=xG2Y7p0skY4, https://pencroff.com/,

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3 changes: 2 additions & 1 deletion
pycons/2025/resources.csv

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Original file line numberDiff line numberDiff line change
Expand Up@@ -3,11 +3,12 @@ Ines Montani, Building AI with AI, keynote, Saturday, 1, , https://speakerdeck.c
Pietro Mascolo, Graph-based Machine Learning with Python, talk, Saturday, 2, https://github.com/iz4vve/graph-ml-pycon-2025, https://github.com/iz4vve/graph-ml-pycon-2025/blob/main/graphml.pdf, https://www.youtube.com/watch?v=A9JqZ8HNeWc, ,
Pietro Mascolo, Timeseries on steroids with ReTAin networks, talk, Saturday, 2, https://github.com/iz4vve/timeseries-with-ReTAin, https://github.com/iz4vve/timeseries-with-ReTAin/blob/main/retain.pdf, , ,
Chris Gregan,Smart Spreadsheet Workflows with Celbridge & Python, talk, Sunday, 2, https://github.com/celbridge-org/celbridge, https://docs.google.com/presentation/d/1zS4wJesk-yNyZW0kO8hQf5fVgJYzdlH7VoGz1WGtA4M, , chrisgregan@celbridge.org,
Tom Kaltofen,Rethinking feature engineering with mloda,talk,Sunday, 2, https://github.com/mloda-ai/mloda,https://drive.google.com/file/d/1PeEvdsgP7UvhQoEczCYBMxI4c4smsz9X,,tomkaltofen@mloda.ai,
Tom Kaltofen,Rethinking feature engineering with mloda,talk,Sunday, 2, https://github.com/mloda-ai/mloda,https://drive.google.com/file/d/1PeEvdsgP7UvhQoEczCYBMxI4c4smsz9X,,tomkaltofen@mloda.ai,
Gerard Keating,Dataclasses: What Do They Do? Do They Do things? Let's Find Out! ,talk,Sunday,1,,https://gerardkeating.me/pyconie2025/dataclass-pyconie2025-slides.pdf,,https://gerardkeating.me,
Nathaniel Forde, Bayesian Workflow with Structural Equation Models, talk,Saturday,1,,https://nathanielf.github.io/talks/pycon_ireland_2025/bayesian_workflow_sem.html#/title-slide, https://youtu.be/NS7SjHDSdmA?si=VTWUq3mmRpa7i8hG&t=14, https://nathanielf.github.io/,
Jake Williams and Buket Benek Gursoy, Performance Engineering for Python-based AI Workflows in HPC, talk, Saturday, 1, https://git.ichec.ie/decarb-ai-2025/mlusecase/-/tree/main/floodnet, https://git.ichec.ie/seoda/ai4eo_pipeline/-/blob/main/reports/PerfEng_AI_Workflows.pdf, , ,
Theodore Tucker, "A reproducible approach to scientific Python: Using Git CI and remote execution with Jupyter notebooks", Talk, Sunday, 2, , https://gitlab.com/theodoretucker_ct/slides/-/blob/main/202511_PyCon_Ireland_A%20reproducible%20approach%20to%20scientific%20Python.pdf, , theodore.tucker@codethink.co.uk,
Indranil Ghosh, Time series analysis for coupled neurons., workshop, Saturday, workshop 2, https://github.com/indrag49/Pycon-Ireland-Tutorial-2025, https://github.com/indrag49/indrag49.github.io/blob/master/uploads/Pycon%20Ireland%20tutorial%20(2025).pdf, Not yet available (working on it), https://indrag49.github.io/index.html,
Laurent Doguin, Building Privacy-Focused Vector Search Applications, workshop, Sunday, workshop 2, https://github.com/shivay-couchbase/Building-Privacy-Focused-Vector-Search-Applications-PyCon-Workshop, https://docs.google.com/presentation/d/1PEi7HVXJs3in-CAzTXaUmgXTiFPZjU7B/edit?usp=sharing&ouid=117579161492281663932&rtpof=true&sd=true, , @ldoguin,
Manuel Ledezma, Machine Learning for Testers: Train Evaluate and Detect Bias in AI Models, workshop, Sunday, workshop 1, https://github.com/manuelledezma687/spam-project-machine-learning-tests, https://docs.google.com/presentation/d/1jykwh-mDfrXz-6aZhKZKspFdlChCoRYlxOG_KmJ9WEI/edit?usp=sharing, , https://github.com/manuelledezma687,
Sergii Danilov, From Prompts to Programs: DSPy in 120 Minutes, workshop, Saturday, workshop 1, https://github.com/Pencroff/dspy_workshop/tree/main, https://pencroff.github.io/presentations/pages/dspy_workshop/, https://www.youtube.com/watch?v=xG2Y7p0skY4, https://pencroff.com/,

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3 changes: 2 additions & 1 deletion
pycons/2025/resources.csv

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Original file line numberDiff line numberDiff line change
Expand Up@@ -3,11 +3,12 @@ Ines Montani, Building AI with AI, keynote, Saturday, 1, , https://speakerdeck.c
Pietro Mascolo, Graph-based Machine Learning with Python, talk, Saturday, 2, https://github.com/iz4vve/graph-ml-pycon-2025, https://github.com/iz4vve/graph-ml-pycon-2025/blob/main/graphml.pdf, https://www.youtube.com/watch?v=A9JqZ8HNeWc, ,
Pietro Mascolo, Timeseries on steroids with ReTAin networks, talk, Saturday, 2, https://github.com/iz4vve/timeseries-with-ReTAin, https://github.com/iz4vve/timeseries-with-ReTAin/blob/main/retain.pdf, , ,
Chris Gregan,Smart Spreadsheet Workflows with Celbridge & Python, talk, Sunday, 2, https://github.com/celbridge-org/celbridge, https://docs.google.com/presentation/d/1zS4wJesk-yNyZW0kO8hQf5fVgJYzdlH7VoGz1WGtA4M, , chrisgregan@celbridge.org,
Tom Kaltofen,Rethinking feature engineering with mloda,talk,Sunday, 2, https://github.com/mloda-ai/mloda,https://drive.google.com/file/d/1PeEvdsgP7UvhQoEczCYBMxI4c4smsz9X,,tomkaltofen@mloda.ai,
Tom Kaltofen,Rethinking feature engineering with mloda,talk,Sunday, 2, https://github.com/mloda-ai/mloda,https://drive.google.com/file/d/1PeEvdsgP7UvhQoEczCYBMxI4c4smsz9X,,tomkaltofen@mloda.ai,
Gerard Keating,Dataclasses: What Do They Do? Do They Do things? Let's Find Out! ,talk,Sunday,1,,https://gerardkeating.me/pyconie2025/dataclass-pyconie2025-slides.pdf,,https://gerardkeating.me,
Nathaniel Forde, Bayesian Workflow with Structural Equation Models, talk,Saturday,1,,https://nathanielf.github.io/talks/pycon_ireland_2025/bayesian_workflow_sem.html#/title-slide, https://youtu.be/NS7SjHDSdmA?si=VTWUq3mmRpa7i8hG&t=14, https://nathanielf.github.io/,
Jake Williams and Buket Benek Gursoy, Performance Engineering for Python-based AI Workflows in HPC, talk, Saturday, 1, https://git.ichec.ie/decarb-ai-2025/mlusecase/-/tree/main/floodnet, https://git.ichec.ie/seoda/ai4eo_pipeline/-/blob/main/reports/PerfEng_AI_Workflows.pdf, , ,
Theodore Tucker, "A reproducible approach to scientific Python: Using Git CI and remote execution with Jupyter notebooks", Talk, Sunday, 2, , https://gitlab.com/theodoretucker_ct/slides/-/blob/main/202511_PyCon_Ireland_A%20reproducible%20approach%20to%20scientific%20Python.pdf, , theodore.tucker@codethink.co.uk,
Indranil Ghosh, Time series analysis for coupled neurons., workshop, Saturday, workshop 2, https://github.com/indrag49/Pycon-Ireland-Tutorial-2025, https://github.com/indrag49/indrag49.github.io/blob/master/uploads/Pycon%20Ireland%20tutorial%20(2025).pdf, Not yet available (working on it), https://indrag49.github.io/index.html,
Laurent Doguin, Building Privacy-Focused Vector Search Applications, workshop, Sunday, workshop 2, https://github.com/shivay-couchbase/Building-Privacy-Focused-Vector-Search-Applications-PyCon-Workshop, https://docs.google.com/presentation/d/1PEi7HVXJs3in-CAzTXaUmgXTiFPZjU7B/edit?usp=sharing&ouid=117579161492281663932&rtpof=true&sd=true, , @ldoguin,
Manuel Ledezma, Machine Learning for Testers: Train Evaluate and Detect Bias in AI Models, workshop, Sunday, workshop 1, https://github.com/manuelledezma687/spam-project-machine-learning-tests, https://docs.google.com/presentation/d/1jykwh-mDfrXz-6aZhKZKspFdlChCoRYlxOG_KmJ9WEI/edit?usp=sharing, , https://github.com/manuelledezma687,
Sergii Danilov, From Prompts to Programs: DSPy in 120 Minutes, workshop, Saturday, workshop 1, https://github.com/Pencroff/dspy_workshop/tree/main, https://pencroff.github.io/presentations/pages/dspy_workshop/, https://www.youtube.com/watch?v=xG2Y7p0skY4, https://pencroff.com/,

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pycons/2025/resources.csv

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Original file line numberDiff line numberDiff line change
Expand Up@@ -3,11 +3,12 @@ Ines Montani, Building AI with AI, keynote, Saturday, 1, , https://speakerdeck.c
Pietro Mascolo, Graph-based Machine Learning with Python, talk, Saturday, 2, https://github.com/iz4vve/graph-ml-pycon-2025, https://github.com/iz4vve/graph-ml-pycon-2025/blob/main/graphml.pdf, https://www.youtube.com/watch?v=A9JqZ8HNeWc, ,
Pietro Mascolo, Timeseries on steroids with ReTAin networks, talk, Saturday, 2, https://github.com/iz4vve/timeseries-with-ReTAin, https://github.com/iz4vve/timeseries-with-ReTAin/blob/main/retain.pdf, , ,
Chris Gregan,Smart Spreadsheet Workflows with Celbridge & Python, talk, Sunday, 2, https://github.com/celbridge-org/celbridge, https://docs.google.com/presentation/d/1zS4wJesk-yNyZW0kO8hQf5fVgJYzdlH7VoGz1WGtA4M, , chrisgregan@celbridge.org,
Tom Kaltofen,Rethinking feature engineering with mloda,talk,Sunday, 2, https://github.com/mloda-ai/mloda,https://drive.google.com/file/d/1PeEvdsgP7UvhQoEczCYBMxI4c4smsz9X,,tomkaltofen@mloda.ai,
Tom Kaltofen,Rethinking feature engineering with mloda,talk,Sunday, 2, https://github.com/mloda-ai/mloda,https://drive.google.com/file/d/1PeEvdsgP7UvhQoEczCYBMxI4c4smsz9X,,tomkaltofen@mloda.ai,
Gerard Keating,Dataclasses: What Do They Do? Do They Do things? Let's Find Out! ,talk,Sunday,1,,https://gerardkeating.me/pyconie2025/dataclass-pyconie2025-slides.pdf,,https://gerardkeating.me,
Nathaniel Forde, Bayesian Workflow with Structural Equation Models, talk,Saturday,1,,https://nathanielf.github.io/talks/pycon_ireland_2025/bayesian_workflow_sem.html#/title-slide, https://youtu.be/NS7SjHDSdmA?si=VTWUq3mmRpa7i8hG&t=14, https://nathanielf.github.io/,
Jake Williams and Buket Benek Gursoy, Performance Engineering for Python-based AI Workflows in HPC, talk, Saturday, 1, https://git.ichec.ie/decarb-ai-2025/mlusecase/-/tree/main/floodnet, https://git.ichec.ie/seoda/ai4eo_pipeline/-/blob/main/reports/PerfEng_AI_Workflows.pdf, , ,
Theodore Tucker, "A reproducible approach to scientific Python: Using Git CI and remote execution with Jupyter notebooks", Talk, Sunday, 2, , https://gitlab.com/theodoretucker_ct/slides/-/blob/main/202511_PyCon_Ireland_A%20reproducible%20approach%20to%20scientific%20Python.pdf, , theodore.tucker@codethink.co.uk,
Indranil Ghosh, Time series analysis for coupled neurons., workshop, Saturday, workshop 2, https://github.com/indrag49/Pycon-Ireland-Tutorial-2025, https://github.com/indrag49/indrag49.github.io/blob/master/uploads/Pycon%20Ireland%20tutorial%20(2025).pdf, Not yet available (working on it), https://indrag49.github.io/index.html,
Laurent Doguin, Building Privacy-Focused Vector Search Applications, workshop, Sunday, workshop 2, https://github.com/shivay-couchbase/Building-Privacy-Focused-Vector-Search-Applications-PyCon-Workshop, https://docs.google.com/presentation/d/1PEi7HVXJs3in-CAzTXaUmgXTiFPZjU7B/edit?usp=sharing&ouid=117579161492281663932&rtpof=true&sd=true, , @ldoguin,
Manuel Ledezma, Machine Learning for Testers: Train Evaluate and Detect Bias in AI Models, workshop, Sunday, workshop 1, https://github.com/manuelledezma687/spam-project-machine-learning-tests, https://docs.google.com/presentation/d/1jykwh-mDfrXz-6aZhKZKspFdlChCoRYlxOG_KmJ9WEI/edit?usp=sharing, , https://github.com/manuelledezma687,
Sergii Danilov, From Prompts to Programs: DSPy in 120 Minutes, workshop, Saturday, workshop 1, https://github.com/Pencroff/dspy_workshop/tree/main, https://pencroff.github.io/presentations/pages/dspy_workshop/, https://www.youtube.com/watch?v=xG2Y7p0skY4, https://pencroff.com/,

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Original file line numberDiff line numberDiff line change
Expand Up@@ -3,11 +3,12 @@ Ines Montani, Building AI with AI, keynote, Saturday, 1, , https://speakerdeck.c
Pietro Mascolo, Graph-based Machine Learning with Python, talk, Saturday, 2, https://github.com/iz4vve/graph-ml-pycon-2025, https://github.com/iz4vve/graph-ml-pycon-2025/blob/main/graphml.pdf, https://www.youtube.com/watch?v=A9JqZ8HNeWc, ,
Pietro Mascolo, Timeseries on steroids with ReTAin networks, talk, Saturday, 2, https://github.com/iz4vve/timeseries-with-ReTAin, https://github.com/iz4vve/timeseries-with-ReTAin/blob/main/retain.pdf, , ,
Chris Gregan,Smart Spreadsheet Workflows with Celbridge & Python, talk, Sunday, 2, https://github.com/celbridge-org/celbridge, https://docs.google.com/presentation/d/1zS4wJesk-yNyZW0kO8hQf5fVgJYzdlH7VoGz1WGtA4M, , chrisgregan@celbridge.org,
Tom Kaltofen,Rethinking feature engineering with mloda,talk,Sunday, 2, https://github.com/mloda-ai/mloda,https://drive.google.com/file/d/1PeEvdsgP7UvhQoEczCYBMxI4c4smsz9X,,tomkaltofen@mloda.ai,
Tom Kaltofen,Rethinking feature engineering with mloda,talk,Sunday, 2, https://github.com/mloda-ai/mloda,https://drive.google.com/file/d/1PeEvdsgP7UvhQoEczCYBMxI4c4smsz9X,,tomkaltofen@mloda.ai,
Gerard Keating,Dataclasses: What Do They Do? Do They Do things? Let's Find Out! ,talk,Sunday,1,,https://gerardkeating.me/pyconie2025/dataclass-pyconie2025-slides.pdf,,https://gerardkeating.me,
Nathaniel Forde, Bayesian Workflow with Structural Equation Models, talk,Saturday,1,,https://nathanielf.github.io/talks/pycon_ireland_2025/bayesian_workflow_sem.html#/title-slide, https://youtu.be/NS7SjHDSdmA?si=VTWUq3mmRpa7i8hG&t=14, https://nathanielf.github.io/,
Jake Williams and Buket Benek Gursoy, Performance Engineering for Python-based AI Workflows in HPC, talk, Saturday, 1, https://git.ichec.ie/decarb-ai-2025/mlusecase/-/tree/main/floodnet, https://git.ichec.ie/seoda/ai4eo_pipeline/-/blob/main/reports/PerfEng_AI_Workflows.pdf, , ,
Theodore Tucker, "A reproducible approach to scientific Python: Using Git CI and remote execution with Jupyter notebooks", Talk, Sunday, 2, , https://gitlab.com/theodoretucker_ct/slides/-/blob/main/202511_PyCon_Ireland_A%20reproducible%20approach%20to%20scientific%20Python.pdf, , theodore.tucker@codethink.co.uk,
Indranil Ghosh, Time series analysis for coupled neurons., workshop, Saturday, workshop 2, https://github.com/indrag49/Pycon-Ireland-Tutorial-2025, https://github.com/indrag49/indrag49.github.io/blob/master/uploads/Pycon%20Ireland%20tutorial%20(2025).pdf, Not yet available (working on it), https://indrag49.github.io/index.html,
Laurent Doguin, Building Privacy-Focused Vector Search Applications, workshop, Sunday, workshop 2, https://github.com/shivay-couchbase/Building-Privacy-Focused-Vector-Search-Applications-PyCon-Workshop, https://docs.google.com/presentation/d/1PEi7HVXJs3in-CAzTXaUmgXTiFPZjU7B/edit?usp=sharing&ouid=117579161492281663932&rtpof=true&sd=true, , @ldoguin,
Manuel Ledezma, Machine Learning for Testers: Train Evaluate and Detect Bias in AI Models, workshop, Sunday, workshop 1, https://github.com/manuelledezma687/spam-project-machine-learning-tests, https://docs.google.com/presentation/d/1jykwh-mDfrXz-6aZhKZKspFdlChCoRYlxOG_KmJ9WEI/edit?usp=sharing, , https://github.com/manuelledezma687,
Sergii Danilov, From Prompts to Programs: DSPy in 120 Minutes, workshop, Saturday, workshop 1, https://github.com/Pencroff/dspy_workshop/tree/main, https://pencroff.github.io/presentations/pages/dspy_workshop/, https://www.youtube.com/watch?v=xG2Y7p0skY4, https://pencroff.com/,

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pycons/2025/resources.csv

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Original file line numberDiff line numberDiff line change
Expand Up@@ -3,11 +3,12 @@ Ines Montani, Building AI with AI, keynote, Saturday, 1, , https://speakerdeck.c
Pietro Mascolo, Graph-based Machine Learning with Python, talk, Saturday, 2, https://github.com/iz4vve/graph-ml-pycon-2025, https://github.com/iz4vve/graph-ml-pycon-2025/blob/main/graphml.pdf, https://www.youtube.com/watch?v=A9JqZ8HNeWc, ,
Pietro Mascolo, Timeseries on steroids with ReTAin networks, talk, Saturday, 2, https://github.com/iz4vve/timeseries-with-ReTAin, https://github.com/iz4vve/timeseries-with-ReTAin/blob/main/retain.pdf, , ,
Chris Gregan,Smart Spreadsheet Workflows with Celbridge & Python, talk, Sunday, 2, https://github.com/celbridge-org/celbridge, https://docs.google.com/presentation/d/1zS4wJesk-yNyZW0kO8hQf5fVgJYzdlH7VoGz1WGtA4M, , chrisgregan@celbridge.org,
Tom Kaltofen,Rethinking feature engineering with mloda,talk,Sunday, 2, https://github.com/mloda-ai/mloda,https://drive.google.com/file/d/1PeEvdsgP7UvhQoEczCYBMxI4c4smsz9X,,tomkaltofen@mloda.ai,
Tom Kaltofen,Rethinking feature engineering with mloda,talk,Sunday, 2, https://github.com/mloda-ai/mloda,https://drive.google.com/file/d/1PeEvdsgP7UvhQoEczCYBMxI4c4smsz9X,,tomkaltofen@mloda.ai,
Gerard Keating,Dataclasses: What Do They Do? Do They Do things? Let's Find Out! ,talk,Sunday,1,,https://gerardkeating.me/pyconie2025/dataclass-pyconie2025-slides.pdf,,https://gerardkeating.me,
Nathaniel Forde, Bayesian Workflow with Structural Equation Models, talk,Saturday,1,,https://nathanielf.github.io/talks/pycon_ireland_2025/bayesian_workflow_sem.html#/title-slide, https://youtu.be/NS7SjHDSdmA?si=VTWUq3mmRpa7i8hG&t=14, https://nathanielf.github.io/,
Jake Williams and Buket Benek Gursoy, Performance Engineering for Python-based AI Workflows in HPC, talk, Saturday, 1, https://git.ichec.ie/decarb-ai-2025/mlusecase/-/tree/main/floodnet, https://git.ichec.ie/seoda/ai4eo_pipeline/-/blob/main/reports/PerfEng_AI_Workflows.pdf, , ,
Theodore Tucker, "A reproducible approach to scientific Python: Using Git CI and remote execution with Jupyter notebooks", Talk, Sunday, 2, , https://gitlab.com/theodoretucker_ct/slides/-/blob/main/202511_PyCon_Ireland_A%20reproducible%20approach%20to%20scientific%20Python.pdf, , theodore.tucker@codethink.co.uk,
Indranil Ghosh, Time series analysis for coupled neurons., workshop, Saturday, workshop 2, https://github.com/indrag49/Pycon-Ireland-Tutorial-2025, https://github.com/indrag49/indrag49.github.io/blob/master/uploads/Pycon%20Ireland%20tutorial%20(2025).pdf, Not yet available (working on it), https://indrag49.github.io/index.html,
Laurent Doguin, Building Privacy-Focused Vector Search Applications, workshop, Sunday, workshop 2, https://github.com/shivay-couchbase/Building-Privacy-Focused-Vector-Search-Applications-PyCon-Workshop, https://docs.google.com/presentation/d/1PEi7HVXJs3in-CAzTXaUmgXTiFPZjU7B/edit?usp=sharing&ouid=117579161492281663932&rtpof=true&sd=true, , @ldoguin,
Manuel Ledezma, Machine Learning for Testers: Train Evaluate and Detect Bias in AI Models, workshop, Sunday, workshop 1, https://github.com/manuelledezma687/spam-project-machine-learning-tests, https://docs.google.com/presentation/d/1jykwh-mDfrXz-6aZhKZKspFdlChCoRYlxOG_KmJ9WEI/edit?usp=sharing, , https://github.com/manuelledezma687,
Sergii Danilov, From Prompts to Programs: DSPy in 120 Minutes, workshop, Saturday, workshop 1, https://github.com/Pencroff/dspy_workshop/tree/main, https://pencroff.github.io/presentations/pages/dspy_workshop/, https://www.youtube.com/watch?v=xG2Y7p0skY4, https://pencroff.com/,

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pycons/2025/resources.csv

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Original file line numberDiff line numberDiff line change
Expand Up@@ -3,11 +3,12 @@ Ines Montani, Building AI with AI, keynote, Saturday, 1, , https://speakerdeck.c
Pietro Mascolo, Graph-based Machine Learning with Python, talk, Saturday, 2, https://github.com/iz4vve/graph-ml-pycon-2025, https://github.com/iz4vve/graph-ml-pycon-2025/blob/main/graphml.pdf, https://www.youtube.com/watch?v=A9JqZ8HNeWc, ,
Pietro Mascolo, Timeseries on steroids with ReTAin networks, talk, Saturday, 2, https://github.com/iz4vve/timeseries-with-ReTAin, https://github.com/iz4vve/timeseries-with-ReTAin/blob/main/retain.pdf, , ,
Chris Gregan,Smart Spreadsheet Workflows with Celbridge & Python, talk, Sunday, 2, https://github.com/celbridge-org/celbridge, https://docs.google.com/presentation/d/1zS4wJesk-yNyZW0kO8hQf5fVgJYzdlH7VoGz1WGtA4M, , chrisgregan@celbridge.org,
Tom Kaltofen,Rethinking feature engineering with mloda,talk,Sunday, 2, https://github.com/mloda-ai/mloda,https://drive.google.com/file/d/1PeEvdsgP7UvhQoEczCYBMxI4c4smsz9X,,tomkaltofen@mloda.ai,
Tom Kaltofen,Rethinking feature engineering with mloda,talk,Sunday, 2, https://github.com/mloda-ai/mloda,https://drive.google.com/file/d/1PeEvdsgP7UvhQoEczCYBMxI4c4smsz9X,,tomkaltofen@mloda.ai,
Gerard Keating,Dataclasses: What Do They Do? Do They Do things? Let's Find Out! ,talk,Sunday,1,,https://gerardkeating.me/pyconie2025/dataclass-pyconie2025-slides.pdf,,https://gerardkeating.me,
Nathaniel Forde, Bayesian Workflow with Structural Equation Models, talk,Saturday,1,,https://nathanielf.github.io/talks/pycon_ireland_2025/bayesian_workflow_sem.html#/title-slide, https://youtu.be/NS7SjHDSdmA?si=VTWUq3mmRpa7i8hG&t=14, https://nathanielf.github.io/,
Jake Williams and Buket Benek Gursoy, Performance Engineering for Python-based AI Workflows in HPC, talk, Saturday, 1, https://git.ichec.ie/decarb-ai-2025/mlusecase/-/tree/main/floodnet, https://git.ichec.ie/seoda/ai4eo_pipeline/-/blob/main/reports/PerfEng_AI_Workflows.pdf, , ,
Theodore Tucker, "A reproducible approach to scientific Python: Using Git CI and remote execution with Jupyter notebooks", Talk, Sunday, 2, , https://gitlab.com/theodoretucker_ct/slides/-/blob/main/202511_PyCon_Ireland_A%20reproducible%20approach%20to%20scientific%20Python.pdf, , theodore.tucker@codethink.co.uk,
Indranil Ghosh, Time series analysis for coupled neurons., workshop, Saturday, workshop 2, https://github.com/indrag49/Pycon-Ireland-Tutorial-2025, https://github.com/indrag49/indrag49.github.io/blob/master/uploads/Pycon%20Ireland%20tutorial%20(2025).pdf, Not yet available (working on it), https://indrag49.github.io/index.html,
Laurent Doguin, Building Privacy-Focused Vector Search Applications, workshop, Sunday, workshop 2, https://github.com/shivay-couchbase/Building-Privacy-Focused-Vector-Search-Applications-PyCon-Workshop, https://docs.google.com/presentation/d/1PEi7HVXJs3in-CAzTXaUmgXTiFPZjU7B/edit?usp=sharing&ouid=117579161492281663932&rtpof=true&sd=true, , @ldoguin,
Manuel Ledezma, Machine Learning for Testers: Train Evaluate and Detect Bias in AI Models, workshop, Sunday, workshop 1, https://github.com/manuelledezma687/spam-project-machine-learning-tests, https://docs.google.com/presentation/d/1jykwh-mDfrXz-6aZhKZKspFdlChCoRYlxOG_KmJ9WEI/edit?usp=sharing, , https://github.com/manuelledezma687,
Sergii Danilov, From Prompts to Programs: DSPy in 120 Minutes, workshop, Saturday, workshop 1, https://github.com/Pencroff/dspy_workshop/tree/main, https://pencroff.github.io/presentations/pages/dspy_workshop/, https://www.youtube.com/watch?v=xG2Y7p0skY4, https://pencroff.com/,