Repository History
7 repositories tagged with machine learning
PYAS: Python & C++ Antivirus with ML and Behavioral Monitoring
PYAS is an advanced antivirus software developed using a hybrid approach of Python and C++. It leverages machine learning and behavioral monitoring to effectively detect and block various threats. This project offers comprehensive security for Windows systems, combining user-mode scanning with kernel-mode protection.
CompreFace: Free and Open-Source Face Recognition System with REST API
CompreFace is a leading free and open-source face recognition system that offers a robust REST API for various facial analysis tasks. It can be easily integrated into any system without requiring prior machine learning expertise, thanks to its Docker-based deployment. This powerful solution supports face recognition, detection, verification, and more, leveraging state-of-the-art methods like FaceNet and InsightFace.
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.
learn-claude-code: Build AI Coding Agents from Scratch with Python
The learn-claude-code repository offers a progressive tutorial to demystify AI coding agents like Claude Code, Kode, and Cursor Agent. It teaches users how modern AI agents work by building them from scratch, starting with a minimal 16-line Bash agent. This project emphasizes the core concept of "Model as Agent" through five evolving versions.
Whisper Web: ML-Powered Speech Recognition Directly in Your Browser
Whisper Web brings powerful, ML-powered speech recognition directly to your browser, leveraging ? Transformers.js. This innovative project allows for client-side audio processing, offering privacy and efficiency without relying on cloud services. It even includes experimental WebGPU support for accelerated performance.
Flyte: Scalable Workflow Orchestration for Data and ML
Flyte is an open-source, scalable, and flexible workflow orchestration platform that seamlessly unifies data, machine learning, and analytics stacks. It leverages Kubernetes as its underlying platform, enabling the construction of robust and reproducible production-grade pipelines.
ChatTTS: A Generative Speech Model for Natural Dialogue and LLM Assistants
ChatTTS is an advanced text-to-speech model specifically designed for dialogue scenarios, such as those involving LLM assistants. It offers highly natural and expressive speech synthesis, featuring fine-grained control over prosodic elements like laughter, pauses, and interjections. This Python-based project supports both English and Chinese, making it a powerful tool for conversational AI applications.