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Cabernet is a modular appliance that cleans, organizes and repackages IPTV streams for media clients. It merges M3U and XMLTV data, manages channels, and supports M3U8 streaming through FFMPEG or internally. It offers M3U and HDHomeRun interfaces and was tested with TVheadend, Emby, Jellyfin, Plex and VLC. Deployment uses Python 3.7 or greater.
RetroFlix is a project archiving public domain movies, cartoons and documentaries, with a library of more than 3,000 items including classics and obscure titles. The site states that old movies, old cartoons and documentaries can be watched for free.
DPAN is a deaf-led 501(c)(3) nonprofit multimedia production company that operates DPAN.TV, a sign language channel. It produces American Sign Language (ASL)-centric content including video productions, ASL captions and transcripts, media dubbing, audio work, ASL data collection solutions, and educational projects such as the PopSign ASL learning game. It has partnered with PBS on projects related to the Americans with Disabilities Act.
QuoDB is a user-submitted database of movie and television quotes, described as the largest collection of time-based contextualized lines from film and series content contributed by users worldwide. The project's source code is licensed under Apache License v2.0, its documentation under CC BY 3.0, and its glyphicons under CC BY 3.0. The site includes a privacy policy, cookie policy, privacy settings, a cookie usage notice, and an option for users to request that their data not be shared with third parties.
pyhsmm is a Python library for approximate unsupervised inference in Bayesian Hidden Markov Models and explicit-duration Hidden semi-Markov Models, focusing on the HDP-HMM and HDP-HSMM with weak-limit approximations. Extensions include autoregressive models, switching linear dynamical systems and factorial models. The package is stated as no longer maintained and was last tested with Python 3.7.
onWatch is an open-source tool developed by onllm-dev that tracks AI API quotas for services including Synthetic, Z.ai, Anthropic Claude Code, Codex, GitHub Copilot and Antigravity in real time. It functions as a lightweight background daemon that uses less than 50MB of RAM, stores data in SQLite, and provides a Material Design 3 dashboard. The tool does not collect telemetry.
NDScala is a Scala 3 library for N-dimensional and multi-dimensional arrays (tensors), described as comparable to NumPy ndarray or PyTorch Tensor, with type safety over shapes, array and axis labels and numeric data types. The repository includes materials on shape-safe neural network training and an ONNXScala component.
Unitree Robotics Go1 is a consumer-grade bionic quadruped robot. It has a lightweight design with a folded size of 0.588 x 0.22 x 0.29 meters, adaptive load capacity of 3 to 5 kilograms, and maximum speed of 17 km/h. It is equipped with SSS super-sensing and ISS intelligent accompaniment systems, and is also applied to advanced quadruped inspection and fire rescue scenarios.
A tutorial project for applying machine learning in Python with scikit-learn, a Python module built on numpy and scipy. It aims to teach practical application of scikit-learn algorithms; the stated audience is experienced Python developers familiar with numpy and scipy. Prebuilt PDF and HTML versions, tutorial source and exercise solutions are available, and the material is under a Creative Commons Attribution 3.0 license.
Track 3: Agentic Demo Submission Hugging Face Agent Hackathon 2025.
Cognitive Class AI by IBM is a free online learning platform. It offers over 100 courses, 300 hands-on projects and 20 learning paths covering AI, cloud computing, full-stack development, cybersecurity, data science and other technology fields. Learners can earn certificates and badges, and the platform serves over 3 million learners.
Anthropic's educational courses repository contains five courses covering the Claude SDK, prompt engineering, real world prompting, prompt evaluations and tool use. Suggested order begins with Anthropic API fundamentals. The repository was archived by its owner and is read-only. Courses often favor the lowest-cost model, Claude 3 Haiku, to keep API costs down.
RabbitHoles AI, now operating as Slashspace, is an AI-native infinite canvas platform for deep work, research, and learning. It supports multi-step research tasks, allows users to branch AI responses to maintain context, supports integrating PDFs, web pages, YouTube videos and notes as context, and includes an orchestrator mode for automated work planning. The platform works with Claude, ChatGPT, user-provided API keys, and local AI models, and offers a 3-day free trial.
Mutahunter is an open-source, language-agnostic mutation testing tool that uses large language models. It is installed as a Python package requiring Python 3.11 or later and run against a repository with a test command, source path and test path, reporting mutation coverage and survived or killed mutants.
Zipline is a Pythonic algorithmic trading library and an event-driven system for backtesting. It is described as used in production as the backtesting and live-trading engine powering Quantopian. Historical data input and performance statistics output are based on Pandas DataFrames. Zipline supports Python 2.7, 3.5 and 3.6 and may be installed via pip or conda.
PyQtGraph is a pure-Python graphics library that uses the Qt framework. It is intended for mathematics, scientific and engineering applications, and relies on numpy for number crunching, Qt's GraphicsView for 2D display and OpenGL for 3D display. It supports Python 3.12+, Qt 5.15 or 6.8+, and numpy 2.2+.
Koalas, from Databricks, implements the pandas DataFrame API on top of Apache Spark. The repository is marked deprecated and in maintenance mode; Koalas supports Apache Spark 3.1 and below, and PySpark is recommended directly for Spark 3.2 and above. It is available under the Apache-2.0 license.
A GitHub repository for generating retro pixel game characters with generative adversarial networks. It includes the TinyHero dataset of 64x64 pixel characters generated from the Universal LPC spritesheet, with 3648 images. Notebooks cover a DCGAN based on the PyTorch tutorial, a conditional DCGAN and a deep convolutional autoencoder. Art is dual licensed under GPL 3.0 and CC-BY-SA 3.0.
Xonsh is a full-featured, cross-platform Python-based shell whose language is a superset of Python 3 with shell functionality and commands. It runs on Linux, macOS, Windows, BSD, Jupyter, Android, Raspberry Pi and Nix, and has an extension system called xontribs.
Openwork describes a system where AI agents called Claws execute tasks while human Pilots oversee them, forming Crews that complete missions. Mission rewards are escrowed on-chain on Base with a 7-day submit deadline and 3-day verify period. Pilots set oversight levels and approve checkpoints; participants earn $OPENWORK tokens, with a stated 3% platform fee.
Maestro is a framework for Claude Opus, GPT and local large language models to orchestrate subagents. It supports use with APIs from providers including Anthropic, Gemini, OpenAI and Cohere, and has been updated to support Claude 3.5 Sonnet.
GPT Prompt Engineer is an open-source tool hosted on the mshumer GitHub repository. It includes versions optimized for different language models such as Claude 3 Opus and a Claude 3 Opus to Haiku conversion version, and offers features for prompt engineering tasks.
GLM-5.1 is a version of the GLM-5 project hosted on GitHub under the zai-org organization. The project focuses on transitioning from vibe coding to agentic engineering, with multiple released versions including GLM-5.1, GLM-5.2, and GLM-5.3.
Gali Chat is a platform offering AI agents for business growth, focused on customer support, engagement and lead generation. Its agents are trained on a user's knowledge base, supporting over 50 languages, with a no-code setup process that takes approximately 3 minutes. Users can import knowledge bases from websites, PDF, Word and Excel files. The platform states its agents operate 24/7.
