Lightning-AI / dl-fundamentals
Deep Learning Fundamentals -- Code material and exercises
☆349Updated 8 months ago
Related projects ⓘ
Alternatives and complementary repositories for dl-fundamentals
- Tutorial Materials for "The Fundamentals of Modern Deep Learning with PyTorch" workshop at PyCon 2024☆233Updated 6 months ago
- Machine Learning Q and AI book☆343Updated last month
- ☆110Updated 8 months ago
- ☆146Updated 2 years ago
- Complete deep learning project developed in Full Stack Deep Learning, 2022 edition. Generated automatically from https://github.com/full-…☆455Updated 10 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
- Machine Learning for Imbalanced Data, published by Packt☆261Updated 6 months ago
- ☆273Updated last year
- Lab assignments for Introduction to Data-Centric AI, MIT IAP 2024 👩🏽💻☆435Updated 10 months ago
- Educational materials on deep learning by Weights & Biases☆567Updated 2 weeks ago
- Starter pack for NeurIPS LLM Efficiency Challenge 2023.☆118Updated last year
- Interpretable ML with Python, 2E - published by Packt☆83Updated 8 months ago
- ☆601Updated last year
- This repository contains everything you need to become proficient in PyTorch☆103Updated 9 months ago
- Kaggle Pipeline for tabular data competitions☆204Updated 4 months ago
- Highly commented implementations of Transformers in PyTorch☆128Updated last year
- STAT 453: Intro to Deep Learning @ UW-Madison (Spring 2021)☆459Updated 2 years ago
- Everything you need to know about Transformers! 🤖☆127Updated last year
- RAGs: Simple implementations of Retrieval Augmented Generation (RAG) Systems☆83Updated 7 months ago
- Code files for advanced LLM Course☆178Updated 8 months ago
- ☆46Updated 2 months ago
- This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)☆36Updated last year
- Compute and store real-time features for crypto trading using Bytwax (stream processing) and Hopsworks (Feature Store)☆137Updated last year
- Free course that takes you from zero to Reinforcement Learning PRO 🦸🏻🦸🏽☆1,072Updated 8 months ago
- Set up your local environment to do some real Machine Learning Operations software development, just like pro MLOps practitioners.☆239Updated last year
- A book of subtle code tricks and gem resources for all things data, machine learning and deep learning.☆165Updated 2 months ago
- A curated list of awesome fastai projects/blog posts/tutorials/etc.☆164Updated 2 years ago
- Python code (in the form of Jupyter ipython notebooks) to support the book "Math and Architectures of Deep Learning" (Krishnendu Chaudhur…☆143Updated 5 months ago
- Inside Deep Learning: The math, the algorithms, the models☆230Updated last year
- Practical Deep Learning at Scale with MLFlow, published by Packt☆159Updated 11 months ago