Repository Index

A Simple Example for Imitation Learning with Dataset Aggregation (DAGGER) on Torcs Env

• tensorlayer
• dagger
• gym-torcs
• imitation-learning

Docker image gathering packers and tools for making datasets of packed executables and training machine learning models for packing detection

• docker-image
• executable-packing
• malware-packers
• research-platform

A collection of machine-learned models for use in autonomous driving applications.

• model-zoo
• autoware
• machine-learning
• autonomous-driving

:chart_with_upwards_trend: A live cryptocurrency historical trade data blotter. Download live historical trade data from any cryptoexchange, be it for machine learning, backtesting/visualizing trading strategies or for Quantopian/Zipline.

• cryptocurrency
• exchange
• trade
• data

Detect the sentiment captured in short pieces of text

• docker-image
• machine-learning
• machine-learning-models
• ibm

a feature engineering wrapper for sklearn

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.

• algorithmic-trading
• lightgbm
• machine-learning
• trading-bot

An Easy To Use PyTorch Computer Vision Library

• computer-vision
• deep-learning
• pytorch
• pytorch-lightning

🛡️ Free AI that blocks hackers while you sleep. Runs on cheap hardware. When someone in Tokyo gets attacked, you're protected in 30 seconds. No fees. No experts needed. Just protection. One node's detection → everyone's protection.

• ai-security
• cybersecurity
• ids
• iot-security

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

• interpretability
• machine-learning
• contrastive-explanations
• foil

MCP server for spatial transcriptomics analysis through natural language interfaces.

• bioinformatics
• cell-communication
• deconvolution
• machine-learning

Proof Of Concept of DEcentralised Machine Learning on top of the Golem (https://golem.network/) architecture

• golem
• decentralised-machine-learning
• federated-learning

Auralisation of learned features in CNN (for audio)

Stream Processing Made Easy

• machine-learning
• reactive-programming
• kafka
• reactive-systems

Cryptographic Dataset Generation & Modelling Framework

• cryptography
• deep-learning
• deep-neural-networks
• machine-learning

scikit-learn addon to operate on set/"group"-based features

reinfore learning tool box, contains trpo, a3c algorithm for continous action space

Multi-stage Riemannian flow matching for physically valid molecular docking, with GNINA scoring, PoseBusters filtering, CLI inference, and benchmarks.

• alphafold3
• docking
• drug-design
• drug-discovery

scikit-learn for OCaml

Spatial Transformer Nets in TensorFlow/ TensorLayer

• tensorlayer
• tensorflow
• cnn
• deep-learning

A little logger for machine learning research

Python3 script that transfers files in Google Colab 10-50x faster, using multi-threaded parallel copying between Google Drive locations.

• colab-notebook
• multithreading
• parallel-computing
• copy

HistoClean is a tool for the preprocessing and augmentation of images used in deep learning models. This easy to use application brings together the most popular image processing packages from across the python universe, meaning no more looking at documentation! HistoClean provides real time feedback to augmentations and preprocessing options. This allows users to evaluate their steps before implementation.

• image-processing
• images
• image-analysis
• deep-learning

3D shape analysis using deep learning

• cancer-biology
• cell-biology
• deep-learning
• geometric-deep-learning