kennysong / minigrad
A minimal implementation of autograd (in pure Python) 🍰
☆95Updated 3 years ago
Alternatives and similar repositories for minigrad:
Users that are interested in minigrad are comparing it to the libraries listed below
- Course webpage for COMP 790, (Deep) Learning from Limited Labeled Data☆304Updated 4 years ago
- Framework-agnostic library for checking array/tensor shapes at runtime.☆47Updated 3 years ago
- ☆153Updated 4 years ago
- Functional machine learning for fun☆84Updated 3 years ago
- Official code for the Stochastic Polyak step-size optimizer☆139Updated 9 months ago
- My implementation of DeepMind's Perceiver☆63Updated 3 years ago
- The most parameter efficient machine learning models on a few popular benchmarks☆42Updated 2 years ago
- Loss Patterns of Neural Networks☆84Updated 3 years ago
- Docs☆143Updated 3 months ago
- 👩 Pytorch and Jax code for the Madam optimiser.☆51Updated 4 years ago
- This repository contains the results for the paper: "Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers"☆180Updated 3 years ago
- A Pytree Module system for Deep Learning in JAX☆213Updated 2 years ago
- Toy implementations of some popular ML optimizers using Python/JAX☆44Updated 3 years ago
- ☆68Updated last year
- 🧀 Pytorch code for the Fromage optimiser.☆123Updated 8 months ago
- ☆108Updated 2 years ago
- Source code, datasets and trained models for the paper Learning Advanced Mathematical Computations from Examples (ICLR 2021), by François…☆178Updated 3 years ago
- A library for evaluating representations.☆76Updated 3 years ago
- Implements stochastic line search☆118Updated 2 years ago
- PyTorch functions and utilities to make your life easier☆195Updated 4 years ago
- Tricks for Colab power users☆172Updated 5 years ago
- PyTorch dataset extended with map, cache etc. (tensorflow.data like)☆328Updated 2 years ago
- ☆85Updated 4 years ago
- A collection of code snippets for my PyTorch Lightning projects☆107Updated 4 years ago
- AI/ML citation graph with postgres + graphql☆187Updated 4 years ago
- Python implementation of GLN in different frameworks☆98Updated 4 years ago
- Torchélie is a set of utility functions, layers, losses, models, trainers and other things for PyTorch.☆110Updated 3 months ago
- Search for scientific papers on the command line☆102Updated last week
- Lightweight Cluster/Cloud VM Job Management 🚀☆41Updated 6 months ago
- ☆99Updated 3 years ago