karpathy / lecun1989-repro
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.
☆604Updated 9 months ago
Related projects ⓘ
Alternatives and complementary repositories for lecun1989-repro
- Train to 94% on CIFAR-10 in <6.3 seconds on a single A100. Or ~95.79% in ~110 seconds (or less!)☆1,223Updated last year
- An autoregressive character-level language model for making more things☆2,607Updated 5 months ago
- arxiv-sanity lite: tag arxiv papers of interest get recommendations of similar papers in a nice UI using SVMs over tfidf feature vectors …☆1,178Updated last year
- The Tensor (or Array)☆411Updated 3 months ago
- 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.☆109Updated 2 years ago
- The Autograd Engine☆534Updated 2 months ago
- What would you do with 1000 H100s...☆903Updated 10 months ago
- UNet diffusion model in pure CUDA☆584Updated 4 months ago
- Puzzles for exploring transformers☆325Updated last year
- The Multilayer Perceptron Language Model☆523Updated 3 months ago
- Pure Python from-scratch zero-dependency implementation of Bitcoin for educational purposes☆1,613Updated 3 years ago
- Notebooks and various random fun☆1,079Updated last year
- For optimization algorithm research and development.☆449Updated this week
- If tinygrad wasn't small enough for you...☆654Updated 8 months ago
- ☆391Updated last month
- NanoGPT (124M) quality in 7.8 8xH100-minutes☆1,033Updated this week
- commaVQ is a dataset of compressed driving video☆294Updated 4 months ago
- Tensors, for human consumption☆1,113Updated 3 weeks ago
- Package for extracting and mapping the results of every single tensor operation in a PyTorch model in one line of code.☆482Updated this week
- Implementation of Diffusion Transformer (DiT) in JAX☆252Updated 5 months ago
- Alex Krizhevsky's original code from Google Code☆190Updated 8 years ago
- ☆508Updated 9 months ago
- ☆751Updated this week
- Cramming the training of a (BERT-type) language model into limited compute.☆1,296Updated 5 months ago
- Fast bare-bones BPE for modern tokenizer training☆142Updated last month
- Deep learning for dummies. All the practical details and useful utilities that go into working with real models.☆715Updated last month
- The n-gram Language Model☆1,342Updated 3 months ago
- A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.☆98Updated 6 years ago
- Puzzles for learning Triton☆1,135Updated this week
- An interactive exploration of Transformer programming.☆246Updated last year