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PyTorch Geometric Signed Directed is a signed/directed graph neural network extension library for PyTorch Geometric. The paper is accepted by LoG 2023.

A DuckDB extension for in-database inference

Legend of Elya — N64 game with a real 6.36M-parameter ternary transformer on the VR4300 MIPS III CPU. Zelda-style dungeon, AI NPCs, byte-level inference at 1.23 tok/s scalar / 2.19 tok/s on the RSP overlay (measured under ares, never on silicon). Built with libdragon.

Library for machine learning stacking generalization.

NitroFE is a Python feature engineering engine which provides a variety of modules designed to internally save past dependent values for providing continuous calculation.

Python package implementing ML feature engineering and pre-processing for polars or pandas dataframes.

Kapso by Leeroo: A self-improving AI software factory (for measurable objectives). #1 open-source on MLE-Bench; ALE-Bench; RelBench

Lemons quality control dataset

Python library for backtesting technical/mechanical strategies in the stock and currency markets

AI-powered text compression library for RAG systems and API calls. Reduce token usage by up to 50-60% while preserving semantic meaning with advanced compression strategies.

eBPF agent and MCP server for GPU causal observability

AI-powered SDK featuring algorithmic trading, backtesting, deployment on 100+ exchanges, and multiple optimization engines.

Neural bag of words code search implementation using PyTorch and data from the CodeSearchNet project.

Support vector machines (SVMs) and related kernel-based learning algorithms are a well-known class of machine learning algorithms, for non-parametric classification and regression. liquidSVM is an implementation of SVMs whose key features are: fully integrated hyper-parameter selection, extreme speed on both small and large data sets, full flexibility for experts, and inclusion of a variety of different learning scenarios: multi-class classification, ROC, and Neyman-Pearson learning, and least-squares, quantile, and expectile regression.

Machine Learning & Data Mining with JRuby

Self-tuning multi-agent AI trading system. 8-source signal fusion, Bull/Bear/Judge debate on Claude Opus 4.7, Kelly + ATR position sizing. Python · Kalshi + Polymarket adapters.

C# math expression library with symbolic computation support

🕶️ Adds chat auto-clear functionality to ChatGPT for more privacy

Quant trading framework by OctoBot. Write, backtest & automate Python trading strategies like TradingView Pine Script. Work in progress.

Contrastive Explanation (Foil Trees), developed at TNO/Utrecht University

MCP server for spatial transcriptomics analysis through natural language interfaces.

A project template for spatial data science projects marrying best practices from the respective disciplines of Geography and Artificial Intelligence.

UAV related Remote Sensing Toolbox

AI crypto trading bot with deep neural network (84.9% accuracy, 25 coins). BiLSTM + Attention trained on GPU. Bybit, Binance, OKX, Gate.io. Free cloud or self-hosted.

Fast CLI tool for bird species detection using BirdNET and Perch AI models

Detection of rootkit file hiding activities through analysis of shifts in kernel function execution times.

High-Performance Automatic Differentiation for Python

Modular Framework for ML Inference on Geospatial Data

A comprehensive, accessible database that contains records of over 260k US gun violence incidents from January 2013 to March 2018.

Staff-level engineering judgment for coding agents, from design to production.