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synapticore.io

Scientific Computing & Spatial Intelligence

synapticore.io

Scientific Computing & Spatial Intelligence

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Enterprise experience meets cutting-edge research

Focus Areas

  • Astronomical Computing — Large-scale survey analysis, ML classification, interactive 3D visualization
  • Machine Learning — PyTorch frameworks for ethics, relativity-inspired architectures, and fine-tuning
  • DuckDB Extensions — Spatial, graph, astronomical, and space-filling curve extensions
  • Scientific Tools — Paper search, reactive notebooks, AI-assisted UX for researchers
  • Computer Vision — Open vision encoders, generative models, earth observation

Core Technologies

PyTorchPythonDuckDBCUDANumPyGradio

Featured Projects

Astronomy & Science

RepositoryDescription
astro-labAstronomical ML framework with advanced data analysis and interactive 3D visualization
astro-duckDuckDB extension for astronomical calculations — coordinates, photometry, cosmology
earth2studioDeep-learning framework for AI weather and climate workflows
illustrisIllustrisTNG public data release — cosmological simulation tools
marimo-flowInteractive ML notebooks with reactive updates, AI assistance, and MLflow tracking
paper-search-mcpMCP server for academic paper search across 11 platforms with SurrealDB knowledge graph and Docling document processing

Machine Learning & PyTorch

RepositoryDescription
torch-cudaPyTorch CUDA 12.8 project template — GPU-accelerated ML with modern packaging
torch-relativisticPyTorch extension with neural network components inspired by relativistic physics
ethics-modelModular PyTorch framework for ethical text analysis and manipulation detection
bidoraBiDoRA — Bi-Level Optimization for parameter-efficient LLM fine-tuning
OpenVision[ICCV 2025] Fully-open family of advanced vision encoders for multimodal LLMs

DuckDB Extensions

RepositoryDescription
duckpgqSQL/PGQ support and graph algorithms for DuckDB
lindelLinearization/Delinearization — Z-Order, Hilbert and Morton curves
duckdb-spatial-3dGeospatial functions, GEOMETRY type, and columnar spatial data

Maintained by @bjoernbethge · ORCID

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  1. marimo-flowmarimo-flowPublic

    Agentic scientific-computing platform: a reactive multi-agent team that orchestrates PINA physics-informed neural-network workflows via pydantic-graph, with MLflow tracing/provenance and a marimo c…

    Python 15 2

  2. ethics-modelethics-modelPublic

    A modern, modular PyTorch framework for ethical text analysis, manipulation detection, and narrative understanding. Supports integration with LLM embeddings (e.g., Huggingface Transformers), GraphB…

    Python 3

  3. illustrisillustrisPublic

    Forked from illustristng/illustris_python

    Modern Python package for reading and analyzing Illustris/IllustrisTNG simulation data

    Python 1

  4. astro-labastro-labPublic

    Astronomical machine learning framework with advanced data analysis and interactive 3D visualization capabilities.

    Python

  5. torch-relativistictorch-relativisticPublic

    Relativistic visual effects & physics toolkit for PyTorch — Lorentz transforms, Terrell-Penrose distortion, aberration, Doppler shift. Differentiable, GPU-accelerated.

    Python

  6. synapticoresynapticorePublic

    A flexible framework for building, managing, and orchestrating complex hierarchical multi-agent systems with support for multiple language models and MCP tool integration.

    Shell

Repositories

Showing 10 of 25 repositories

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