karpathy / lecun1989-reproLinks
Reproducing Yann LeCun 1989 paper "Backpropagation Applied to Handwritten Zip Code Recognition", to my knowledge the earliest real-world application of a neural net trained with backpropagation.
☆704Updated last year
Alternatives and similar repositories for lecun1989-repro
Users that are interested in lecun1989-repro are comparing it to the libraries listed below
Sorting:
- arxiv-sanity lite: tag arxiv papers of interest get recommendations of similar papers in a nice UI using SVMs over tfidf feature vectors …☆1,441Updated 2 years ago
- Notebooks and various random fun☆1,135Updated 2 years ago
- 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.☆170Updated 3 years ago
- Train to 94% on CIFAR-10 in <6.3 seconds on a single A100. Or ~95.79% in ~110 seconds (or less!)☆1,299Updated last year
- Pure Python from-scratch zero-dependency implementation of Bitcoin for educational purposes☆1,855Updated 4 years ago
- nice and effective super simple calorie counter web app☆126Updated last year
- ☆461Updated last year
- UNet diffusion model in pure CUDA☆659Updated last year
- Puzzles for exploring transformers☆382Updated 2 years ago
- 100 exercises to learn JAX☆596Updated 3 years ago
- Cramming the training of a (BERT-type) language model into limited compute.☆1,361Updated last year
- 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…☆776Updated 2 years ago
- Tensors, for human consumption☆1,344Updated last month
- Alex Krizhevsky's original code from Google Code☆198Updated 9 years ago
- An autoregressive character-level language model for making more things☆3,574Updated last year
- A Simplified PyTorch Implementation of Vision Transformer (ViT)☆229Updated last year
- What would you do with 1000 H100s...☆1,143Updated 2 years ago
- A lightweight/pretty visualizer for recent work on a git code base in multiple branches. Helps stay up to date with teams working on one …☆122Updated 5 years ago
- Implementation of Diffusion Transformer (DiT) in JAX☆300Updated last year
- For optimization algorithm research and development.☆556Updated 3 weeks ago
- I will build Transformer from scratch☆85Updated 5 months ago
- ☆792Updated this week
- A c/c++ implementation of micrograd: a tiny autograd engine with neural net on top.☆77Updated 2 years ago
- VQVAEs, GumbelSoftmaxes and friends☆624Updated 4 years ago
- Language model alignment-focused deep learning curriculum☆1,510Updated last year
- Helps you write algorithms in PyTorch that adapt to the available (CUDA) memory☆438Updated last year
- course.fast.ai 2022 part 2☆516Updated last year
- ☆828Updated 9 months ago
- MLCommons Algorithmic Efficiency is a benchmark and competition measuring neural network training speedups due to algorithmic improvement…☆406Updated this week
- All about the fundamentals and working of Diffusion Models☆159Updated 3 years ago