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
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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.
Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave
Hyper-parameter optimization for sklearn
The low-level, core functionality of boto3 and the AWS CLI.
Human Programming Interface 🧑👽🤖
TranslatedDSH × Blender direct-connect plugin v3.0.6: 15 model tools that let AI drive the GUI Blender (viewport / custom viewpoints / headless worker / job layer / transaction rollback / recipe library), with a contract layer of 34 families / 228 ops; installed via npm + addon zip, GUI first, headless as backup; dsh-TUI selected chip / @ mention / /blender, a modeling skill bundled with the package, supports WSL / Windows / macOS.
ASGI specification and utilities
Hyperparameter Experiments with TensorFlow and Keras
Python implementations of the Boruta all-relevant feature selection method.
📱 Andriller - is software utility with a collection of forensic tools for smartphones. It performs read-only, forensically sound, non-destructive acquisition from Android devices.
Cartopy - a cartographic python library with matplotlib support
A 1:1 scale streamed Earth for BeamNG.drive: real elevation and satellite imagery, floating origin, LOD streaming from a companion server
Fake Protocol Server
A boilerplate for Django web applications
Implementation of DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking
An implementation of figlet written in Python
A tool for quickly evaluating IAM permissions in AWS.
The bidirectional mapping library for Python.
open-source feature selection repository in python
Biological foundation modeling from molecular to genome scale
Turn any LLM into a Jev-style decision model: typed decisions, real probabilities, no training. (continue updating, welcome any issue and PR request)
Source-available agent platform for Global × China enterprises — wire every system through one agent core. Self-hosted, any LLM.
Automated Integration Testing and Live Documentation for your API
thoughts on programming