FOREST is a research agent for long-horizon science, where evidence gets lost, errors compound, and goals drift. It explores ideas, reads literature, forms hypotheses, runs real experiments, analyzes results, revises paths, and builds a full paper—all in an editable graph you can inspect, branch, redirect, with claims and figures linked to evidence
- ai-agents
- ai-scientist
- automated-research
- autoresearch
NNDial is an open source toolkit for building end-to-end trainable task-oriented dialogue models. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.
TranslatedA Bilibili command-line tool designed for AI Agents: QR code login, watching videos, commenting, direct messages, posting updates, uploading videos, all with JSON output
A lightweight MicroPython GUI library for display drivers based on framebuf, allows input via pushbuttons. See also micropython-touch.
AgML is a centralized framework for agricultural machine learning. AgML provides access to public agricultural datasets for common agricultural deep learning tasks, with standard benchmarks and pretrained models, as well the ability to generate synthetic data and annotations.
The official implementation of 3D Equivariant Diffusion for Target-Aware Molecule Generation and Affinity Prediction (ICLR 2023)
TranslatedOnline resource extension for 飞牛影视 (Feiniu Movies and TV, "Flying Ox Movies and TV"): native search aggregating Apple CMS resource sites, multi-line playback, playback history and smart resume (fnOS FPK)
A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python
Python ROS Bridge library
Download Video or Audio from YouTube channels on a schedule via yt-dlp.
Lecture and lab slides for EECS 498 AASE (Applied Agentic Software Engineering), UMich Fall 2026
Linux Security and Monitoring Scripts
a systemone proxy using embeddings that distills a teacher model
A Claude skill for directing, building and verifying code-rendered videos (HTML/Canvas → MP4): principles, gated workflow, QA scripts and evals.
Using deep stacked residual bidirectional LSTM cells (RNN) with TensorFlow, we do Human Activity Recognition (HAR). Classifying the type of movement amongst 6 categories or 18 categories on 2 different datasets.
Command line tools for processing and uploading Mapillary imagery
Python parser for URDFs
- ros
- urdf-visualizer
- urdf-descriptions
- urdf-models
a socket mock framework - for all kinds of socket animals, web-clients included
TranslatedMCP desktop companion for AI agent status, usage tracking, and everyday tools. Anything Universe · Desktop companion and entry point to everyday tools.
Tools to fingerprint WiFi Access Points running the Broadcom SDK and a list of known affected devices.
Python Bitcoin tools
- bitcoin
- tools
- python
- bitcoin-transaction
A Claude Code skill that designs a brand identity as one system: logo, typography and colour palette built together from one brief, measured, compared as identity cards, and delivered as a brand guidelines kit.
HexaShell: a thin harness in which a coding agent drives a robot from RGB images and writes its own tools; frozen tools for the 42 RoboDojo tasks
AWS Identity and Access Management Visualizer and Anomaly Finder