rasbt / pycon2024
Tutorial Materials for "The Fundamentals of Modern Deep Learning with PyTorch" workshop at PyCon 2024
☆233Updated 6 months ago
Related projects ⓘ
Alternatives and complementary repositories for pycon2024
- Machine Learning Q and AI book☆343Updated last month
- A 4-hour coding workshop to understand how LLMs are implemented and used☆752Updated 2 months ago
- Deep Learning Fundamentals -- Code material and exercises☆349Updated 8 months ago
- Just some stuff for Interview questions, books, annotated paper, notes, cheat sheets etc etc related to ML,AI, Deep Learning and Data Sc…☆108Updated 4 months ago
- Software design principles for machine learning applications☆291Updated last week
- Code files for advanced LLM Course☆178Updated 8 months ago
- Highly commented implementations of Transformers in PyTorch☆128Updated last year
- End-to-End LLM Guide☆97Updated 4 months ago
- ☆65Updated 4 months ago
- Starter pack for NeurIPS LLM Efficiency Challenge 2023.☆118Updated last year
- This repository will contain all the presentations, content, hands-on notebooks for a full day Generative AI workshop on Training, Fine-t…☆229Updated 3 weeks ago
- Machine Learning for Imbalanced Data, published by Packt☆261Updated 6 months ago
- ☆110Updated 8 months ago
- Learn how to create, develop, and maintain a state-of-the-art MLOps code base☆298Updated 3 months ago
- How to serve ML predictions 100x faster☆49Updated 3 months ago
- RAGs: Simple implementations of Retrieval Augmented Generation (RAG) Systems☆83Updated 7 months ago
- List of resources, libraries and more for developers who would like to build with open-source machine learning off-the-shelf☆198Updated 7 months ago
- Complete implementation of Llama2 with/without KV cache & inference 🚀☆47Updated 5 months ago
- How to install CUDA & cuDNN for Machine Learning☆19Updated 4 months ago
- Minimal example scripts of the Hugging Face Trainer, focused on staying under 150 lines☆195Updated 6 months ago
- Hugging Face Deep Learning Containers (DLCs) for Google Cloud☆130Updated 2 weeks ago
- 💻 Decoding ML articles hub: Hands-on articles with code on production-grade ML☆111Updated last month
- Representation Learning MSc course Summer Semester 2023☆70Updated last year
- This playlab encompasses a multitude of projects crafted through the utilization of Large Language Models, showcasing the versatility and…☆76Updated last month
- This repository is the source code for examples and illustrations discussed in the book - A Simple Introduction to Retrieval Augmented Ge…☆130Updated last month
- A Hands on series on developing LLM applications☆54Updated last month
- ☆191Updated 9 months ago
- This repo contains my solutions to “Introduction to Machine Learning Interviews” by Chip Huyen.☆135Updated 4 months ago
- Building GPT ...☆17Updated 3 months ago
- Deep Learning for Computer Vision☆50Updated 5 months ago