facebookresearch / MathsFromExamplesLinks
Source code, datasets and trained models for the paper Learning Advanced Mathematical Computations from Examples (ICLR 2021), by François Charton, Amaury Hayat (ENPC-Rutgers) and Guillaume Lample
☆181Updated 4 years ago
Alternatives and similar repositories for MathsFromExamples
Users that are interested in MathsFromExamples are comparing it to the libraries listed below
Sorting:
- ☆153Updated 5 years ago
- Functional machine learning for fun☆85Updated 4 years ago
- This project was moved to: https://github.com/coax-dev/coax☆160Updated 2 years ago
- A pure-functional implementation of a machine learning transformer model in Python/JAX☆178Updated 3 months ago
- Code for Neural Arithmetic Units (ICLR) and Measuring Arithmetic Extrapolation Performance (SEDL|NeurIPS)☆146Updated 4 years ago
- Docs☆143Updated 9 months ago
- Experiment orchestration☆102Updated 5 years ago
- This repository contains the results for the paper: "Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers"☆182Updated 4 years ago
- Some small scale experiments for my blog posts 📝☆79Updated 3 years ago
- ☆108Updated 2 years ago
- ☆103Updated 4 years ago
- Thrilling tales of heroic feats by ML's larger-than-life champions.☆187Updated 4 years ago
- A Pytree Module system for Deep Learning in JAX☆214Updated 2 years ago
- Mixture Density Networks (Bishop, 1994) tutorial in JAX☆60Updated 5 years ago
- Code for NeurIPS 2019 paper: "Tensor Programs I: Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes…☆246Updated 5 years ago
- A library for distributed ML training with PyTorch☆366Updated 2 years ago
- ☆158Updated last year
- Neural Turing Machines in pytorch☆48Updated 3 years ago
- ☆69Updated last year
- ☆191Updated 2 months ago
- ☆78Updated 5 years ago
- RLStructures is a library to facilitate the implementation of new reinforcement learning algorithms. It includes a library, a tutorial, a…☆260Updated 2 years ago
- Official code for the Stochastic Polyak step-size optimizer☆139Updated last year
- A collection of tools for reverse engineering neural networks.☆156Updated last year
- Python Research Framework☆106Updated 2 years ago
- Framework-agnostic library for checking array/tensor shapes at runtime.☆46Updated 4 years ago
- Official repository for the paper "Can You Learn an Algorithm? Generalizing from Easy to Hard Problems with Recurrent Networks"☆59Updated 3 years ago
- 🧀 Pytorch code for the Fromage optimiser.☆127Updated last year
- Deep Probabilistic Programming Course @ DIKU☆58Updated 4 years ago
- Toy implementations of some popular ML optimizers using Python/JAX☆44Updated 4 years ago