oniani / ai
From-scratch impls of AI models, approaches, tricks, and more!
☆22Updated 7 months ago
Related projects ⓘ
Alternatives and complementary repositories for ai
- Educational materials on deep learning by Weights & Biases☆567Updated 2 weeks ago
- A library to inspect and extract intermediate layers of PyTorch models.☆470Updated 2 years ago
- MinT: Minimal Transformer Library and Tutorials☆248Updated 2 years ago
- Collection of important articles to be treated as a textbook☆616Updated 7 months ago
- Tensors, for human consumption☆1,113Updated this week
- Well documented, unit tested, type checked and formatted implementation of a vanilla transformer - for educational purposes.☆221Updated 7 months ago
- Original transformer paper: Implementation of Vaswani, Ashish, et al. "Attention is all you need." Advances in neural information process…☆230Updated 6 months ago
- Dora is an experiment management framework. It expresses grid searches as pure python files as part of your repo. It identifies experimen…☆273Updated last year
- An open collection of implementation tips, tricks and resources for training large language models☆460Updated last year
- 🤖 A PyTorch library of curated Transformer models and their composable components☆866Updated 7 months ago
- STAT 453: Intro to Deep Learning @ UW-Madison (Spring 2021)☆458Updated 2 years ago
- HF's ML for Audio study group☆186Updated last year
- ☆391Updated last month
- Package for extracting and mapping the results of every single tensor operation in a PyTorch model in one line of code.☆484Updated last week
- The purpose of this repo is to make it easy to get started with JAX, Flax, and Haiku. It contains my "Machine Learning with JAX" series o…☆662Updated 11 months ago
- Machine Learning Research Flashcards (for Anki)☆42Updated 7 months ago
- Documented and Unit Tested educational Deep Learning framework with Autograd from scratch.☆105Updated 7 months ago
- Deep Learning Fundamentals -- Code material and exercises☆349Updated 8 months ago
- Collection of useful machine learning codes and snippets (originally intended for my personal use)☆786Updated 8 months ago
- Place where folks can contribute to 🤗 community events☆401Updated 11 months ago
- Landmark Papers in Machine Learning☆554Updated last month
- A c/c++ implementation of micrograd: a tiny autograd engine with neural net on top.☆60Updated last year
- Memory mapped numpy arrays of varying shapes☆286Updated 5 months ago
- ☆98Updated 4 months ago
- Paper implementations from scratch and machine learning tutorials☆341Updated 10 months ago
- Highly commented implementations of Transformers in PyTorch☆129Updated last year
- Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023☆2,580Updated 3 weeks ago
- Puzzles for exploring transformers☆325Updated last year
- Exercises and supplementary material for the machine learning operations course at DTU.☆593Updated this week