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A deep learning toolkit for healthcare AI: EHR (MIMIC, eICU, OMOP), clinical text, signals and imaging. 30+ models, reproducible pipelines.

Open decision models from 0.8B to 27B: a calibrated probability for every option in one pass, and a short thought only when unsure. Engine for vLLM, llama.cpp and MLX.

  • agents
  • calibration
  • classification
  • decision-making

1M param OCR model - runs on CPU, 15x faster than tesseract, close to 1B+ param models in accuracy

Human Programming Interface 🧑👽🤖

  • quantified-self
  • extended-mind
  • personal-api
  • lifelogging

This repository will be used to develop a rain generator, actually it use white noises to simulate wind and have an integrated thunderstorm simulator.

Turn any LLM into a Jev-style decision model: typed decisions, real probabilities, no training. (continue updating, welcome any issue and PR request)

  • calibration
  • decision-model
  • jev
  • jev-model

Creates standalone executables from Python scripts with the same performance as the original script. It is cross-platform and should work on any platform that Python runs on.

  • freeze
  • cx-freeze
  • python
  • freezing-python-scripts

Modern(-ish) password hashing for your software and your servers

  • python