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A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.

7,605 1,177 Updated Dec 8, 2022

Robust Speech Recognition via Large-Scale Weak Supervision

Python 76,489 9,143 Updated Jan 4, 2025

Cosmos is a world model development platform that consists of world foundation models, tokenizers and video processing pipeline to accelerate the development of Physical AI at Robotics & AV labs. C…

Python 7,500 476 Updated Feb 12, 2025

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

Jupyter Notebook 12,550 3,577 Updated Jan 7, 2025
Jupyter Notebook 1 Updated Sep 6, 2024

A curated list of Large Language Model resources, covering model training, serving, fine-tuning, and building LLM applications.

2,683 323 Updated Jan 30, 2025

The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices

Python 2,686 520 Updated Jan 10, 2025

The fastai book, published as Jupyter Notebooks

Jupyter Notebook 22,585 8,693 Updated Aug 16, 2024

An Educational Project (step by step) to teach how to build a production-ready app for RAG application.

Python 195 56 Updated Jan 3, 2025

A feature-rich command-line audio/video downloader

Python 100,830 7,901 Updated Feb 11, 2025

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

19,659 2,719 Updated Feb 13, 2025

Implementation of NLP transformer with Automatic mixed precision and a few optimizations out of the box

Python 2 Updated May 10, 2024

this repo is about implementing a full scale auto encoder in PyTorch

Jupyter Notebook 2 Updated Dec 30, 2023

Using Yolo V8 - this is implmentation object detection that behave as a security camera when detecting people

Python 1 Updated Feb 8, 2024

Building a simple PyTorch Recommendation System

Jupyter Notebook 2 1 Updated Feb 8, 2024

Quran, Hadith, Translations, Tafaseer, Corpus Linguistics. Everything for NLP

Jupyter Notebook 72 14 Updated Apr 9, 2024

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

27,710 3,729 Updated Jul 18, 2024

Python tool for converting files and office documents to Markdown.

HTML 37,941 1,742 Updated Feb 12, 2025

Get your documents ready for gen AI

Python 21,383 1,189 Updated Feb 18, 2025

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

Jupyter Notebook 2,000 135 Updated Nov 19, 2024

🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱

Python 2,104 138 Updated Feb 17, 2025

Checkmate is an open-source, self-hosted tool designed to track and monitor server hardware, uptime, response times, and incidents in real-time with beautiful visualizations.

JavaScript 3,731 216 Updated Feb 18, 2025

Dataframes powered by a multithreaded, vectorized query engine, written in Rust

Rust 31,901 2,077 Updated Feb 18, 2025

A modern and customizable python UI-library based on Tkinter

Python 11,991 1,103 Updated Sep 15, 2024

This repository contains various advanced techniques for Retrieval-Augmented Generation (RAG) systems.

Jupyter Notebook 1,695 172 Updated Feb 17, 2025

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…

Jupyter Notebook 12,253 1,255 Updated Feb 2, 2025

This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intelligent, interactive A…

Jupyter Notebook 6,058 836 Updated Feb 10, 2025

Explore my diverse collection of projects showcasing machine learning, data analysis, and more. Organized by project, each directory contains code, datasets, documentation, and resources. Dive in, …

Jupyter Notebook 330 140 Updated Dec 31, 2024

In this repository, I will leverage computer vision, and deep learning techniques to create a robust tennis analysis system. This project employs YOLO, a state-of-the-art object detector, to accura…

Jupyter Notebook 10 4 Updated Dec 3, 2024
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