This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.

Document your code repositories with LLMs

📧 Email reply parser library for Python

Set of vectorizers that extract keyphrases with part-of-speech patterns from a collection of text documents and convert them into a document-keyphrase matrix.

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

Solve puzzles. Improve your pytorch.

Solve puzzles. Learn CUDA.

Convert Machine Learning Code Between Frameworks

Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).

An open access book on scientific visualization using python and matplotlib

AnkiCode - algorithms memorization app based on Anki

this is an opensource library that provides multiple face detection algorithms

Running an image classifier over a message broker with support to Kafka and Google PubSub.

A complete computer science study plan to become a software engineer.

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

Data augmentation for NLP

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

Deezer source separation library including pretrained models.

This repository contains notebook implementations of the following Neural Process variants: Conditional Neural Processes (CNPs), Neural Processes (NPs), Attentive Neural Processes (ANPs).

A visual introduction to probability and statistics.

this repository is a python package that supports SOAP interface to communicate with the Microsoft ATKS