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.
1M param OCR model - runs on CPU, 15x faster than tesseract, close to 1B+ param models in accuracy
📱 Andriller - is software utility with a collection of forensic tools for smartphones. It performs read-only, forensically sound, non-destructive acquisition from Android devices.
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
The Python ensemble sampling toolkit for affine-invariant MCMC
Implementation of DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking
Resources on programming practices for safety-critical software.
What's in your data? Extract schema, statistics and entities from datasets
This repository will be used to develop a rain generator, actually it use white noises to simulate wind and have an integrated thunderstorm simulator.
The bidirectional mapping library for Python.
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
TranslatedFail-Closed account environment manager: 11-item environment fingerprint audit (Block-on-Fail), a WebRTC leak probe with a hand-written STUN protocol stack, Kill-Switch emergency network cutoff, multi-account snapshot isolation, configuration drift self-healing — making it physically impossible for the real IP to leak
Python Streaming DataFrames for Kafka
Distributed Deep learning with Keras & Spark
A minimalistic wiki powered by python, markdown and git.
World's first general purpose 3D object detection codebse.
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.
Ansible playbooks for deploying OpenStack. Mirror of code maintained at opendev.org.
Unknown Horizons official code repository
A 100-day challenge exploring IoT and embedded systems using ESP32, ESP8266, and Raspberry Pi Pico with MicroPython. Each day covers a new sensor or module with complete code, circuit diagram, and explanation.