Repository Index

LEDNet: A Lightweight Encoder-Decoder Network for Real-time Semantic Segmentation

• pytorch
• semantic-segmentation
• cityscape-dataset
• lednet

Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks." A sliding window framework for classification of high resolution whole-slide images, often microscopy or histopathology images.

• histopathology-images
• microscopy
• sliding-windows
• medical-image-analysis

Youtu-Parsing: Perception, Structuring and Recognition via High-Parallelism Decoding && Youtu-Parsing-Omni: One Encoder, One Schema, All Modalities

skimpy is a light weight tool that provides summary statistics about variables in data frames within the console.

• eda
• pandas
• data-science
• exploratory-data-analysis

RNA Velocity generalized through dynamical modeling

A framework for continual learning and recursive self-improvement through harness adapter evolution.

Scaling in Games: Continued Pre-Training for Embodied Agents in Diverse Virtual Worlds. Weights on Hugging Face.

• embodied-agent
• game-agent
• game-ai
• mihoyo

High-level build system for distributed, multi-platform C/C++ projects.

• fips

Translated✈️ Self-hosted multi-channel airfare price monitoring: flight detail collection → DingTalk rich-media push → four-layer strong alerts when the target price is met. Domestic routes and international routes (destinations on five continents) share the same collect-judge-push pipeline; data stays on your own machine, all configuration is done on a web page, open source and free.

• crawler
• dingtalk
• flight
• playwright

Tor Iptables script is an anonymizer that sets up iptables and tor to route all services and traffic including DNS through the Tor network.

• tor
• iptables
• tor-iptables-script
• tor-ip-switcher

Highly interpretable classifiers for scikit learn, producing easily understood decision rules instead of black box models

Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.

• python
• pytorch
• machine-learning
• deep-learning

Cut AI context cost without trusting the compressor. Every reduction is reversible, byte-exact recoverable, and carries an auditable receipt. Local-first, works through proxy, MCP, SDK, or agent wrapper.

• ai-agents
• claude-code
• mcp
• token-optimization

[Reimplementation Antol et al 2015] Keras-based LSTM/CNN models for Visual Question Answering

A lightweight Python SDK and CLI for evaluating recursive self-improvement (RSI) methods across agent benchmarks.

• ai-agents
• benchmarking
• llm-evaluation
• python

An easy-to-use and lightweight API wrapper for Censys APIs.

• censys
• python3
• search
• pypi

Naive-N0.5-Flash is an open-weight 309B MoE model with 15.5B active parameters, built for coding and AI R&D.

A High-Level Abstraction Framework for Quantum Algorithms

AI Agent Identity and Access Management and Inference Firewall

• agent-identity
• ai-audit
• ai-firewall
• ai-gateway

Braille-rendered terminal world map with live weather, aircraft, earthquakes, and day/night layers.

• aircraft-tracking
• braille
• cli
• curses

Browser automation engine benchmark - Test bypass rates, performance & stealth against Cloudflare, DataDome, reCAPTCHA, Kasada, Imperva, Akamai, PerimeterX and other bot detection systems. Find the best browser for scraping.

• anti-detect
• antidetect-browser
• automation
• browser

Raw talking-head take in, finished reel out. Open-source AI video editor for Claude Code.

• agent-skills
• captions
• claude-code
• hyperframes

Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...

• reinforcement-learning
• deep-learning
• pytorch
• pytorch-reinforcement-learning

A highly customizable DIY irrigation/sprinkler controller based on Raspberry Pi

• irrigation
• drip-irrigation
• hydroponics
• sprinkler-controller