Repository History
161 repositories tagged with python
Certbot: Automating HTTPS with Let's Encrypt Certificates
Certbot is a free, open source software tool developed by the EFF to automatically enable HTTPS on your server. It simplifies the process of obtaining and renewing SSL/TLS certificates from Let's Encrypt. This powerful client also supports any other Certificate Authority that utilizes the ACME protocol, making secure web communication accessible to everyone.
ML-From-Scratch: Machine Learning Models and Algorithms in NumPy
ML-From-Scratch is a comprehensive GitHub repository offering bare-bones NumPy implementations of fundamental machine learning models and algorithms. It emphasizes accessibility, making complex concepts easier to understand for learners and practitioners. This project covers a wide range of topics, from linear regression to deep learning and reinforcement learning, all implemented from scratch.
Tube Archivist: Your Self-Hosted YouTube Media Server
Tube Archivist is a self-hosted YouTube media server designed to help users organize, search, and enjoy their archived YouTube video collections offline. It allows subscribing to channels, downloading videos using yt-dlp, indexing content with metadata, and playing videos through a convenient web interface. This solution is ideal for anyone looking to maintain a personal, searchable library of their favorite YouTube content.
mcpo: A Simple, Secure MCP-to-OpenAPI Proxy Server
mcpo is a dead-simple proxy server that transforms any Model Context Protocol (MCP) tool into an OpenAPI-compatible HTTP server. This allows seamless integration of MCP tools with LLM agents and applications that expect standard RESTful OpenAPI interfaces, eliminating the need for custom protocols or complex glue code. It enhances security, stability, and interoperability for AI tools, making them instantly usable with modern web standards.
langcorn: Serve LangChain LLM Apps and Agents with FastAPI
Langcorn is an innovative API server designed to effortlessly deploy LangChain models and pipelines. It leverages the high-performance FastAPI framework, offering a robust and scalable solution for serving large language model applications. With features like easy installation, built-in authentication, and support for custom API keys, Langcorn streamlines the process of bringing your LLM projects to production.
TTSFM: OpenAI-Compatible Text-to-Speech API Service (Project Notice)
TTSFM was a project designed to mirror OpenAI's TTS service, offering a compatible API for free text-to-speech conversion with multiple voice options. Built on the openai.fm backend, it provided a Python SDK, RESTful API, and a web playground for easy testing and integration. Please note, the project is no longer functional as the openai.fm demo website has been shut down.
Azure-Sentinel: Cloud-Native SIEM for Intelligent Security Analytics
Azure-Sentinel is a powerful cloud-native SIEM solution designed for intelligent security analytics across your entire enterprise. This GitHub repository serves as a comprehensive resource, providing out-of-the-box detections, exploration queries, hunting queries, workbooks, and playbooks. It helps security teams quickly ramp up with Microsoft Sentinel and Microsoft 365 Defender, enhancing threat detection and hunting capabilities.
Tach: Enforcing Python Dependencies with Modular Architecture
Tach is an open-source Python tool, written in Rust, designed to visualize and enforce dependencies within your projects. It promotes modular architecture by ensuring declared dependencies, public interfaces, and preventing dependency cycles. Installable via pip, Tach offers incremental adoption and no runtime impact.
Spotlight: Deep Recommender Models with PyTorch
Spotlight is a Python library built on PyTorch for developing deep and shallow recommender models. It offers a comprehensive set of building blocks for various loss functions, representations, and utilities for handling recommendation datasets. This tool is designed for rapid exploration and prototyping of new recommender systems.
PETSA: Parameter-Efficient Test-Time Adaptation for Time Series Forecasting
PETSA offers a parameter-efficient solution for Test-Time Adaptation (TTA) in time series forecasting, addressing the performance degradation caused by non-stationary data. It adapts pre-trained models during inference by updating small calibration modules, reducing memory and compute costs. This method, which includes low-rank adapters, dynamic gating, and a specialized loss, improves forecasting accuracy across diverse backbones and datasets.
Insanely Fast Whisper: Blazing-Fast Audio Transcription CLI
Insanely Fast Whisper is an efficient command-line interface for transcribing audio files on-device using OpenAI's Whisper models. Powered by Hugging Face Transformers, Optimum, and Flash Attention 2, it delivers blazing-fast performance, capable of transcribing hours of audio in just minutes. This tool provides a streamlined and optimized solution for high-speed speech-to-text conversion.
Awesome Python: A Curated List of Essential Python Resources
Awesome Python is a highly curated and opinionated list of exceptional Python frameworks, libraries, software, and resources. With over 283,000 stars, it serves as an invaluable guide for developers looking to explore the vast Python ecosystem. This repository helps users discover high-quality tools for various programming needs.