edwardjhu / TP4Links
Code accompanying our paper "Feature Learning in Infinite-Width Neural Networks" (https://arxiv.org/abs/2011.14522)
☆62Updated 4 years ago
Alternatives and similar repositories for TP4
Users that are interested in TP4 are comparing it to the libraries listed below
Sorting:
- Code for the paper: "Tensor Programs II: Neural Tangent Kernel for Any Architecture"☆105Updated 4 years ago
- A centralized place for deep thinking code and experiments☆85Updated last year
- Code Release for "Broken Neural Scaling Laws" (BNSL) paper☆59Updated last year
- Official repository for the paper "Can You Learn an Algorithm? Generalizing from Easy to Hard Problems with Recurrent Networks"☆59Updated 3 years ago
- PyTorch implementation of "Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets"☆37Updated 3 years ago
- unofficial re-implementation of "Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets"☆77Updated 3 years ago
- Neural Networks and the Chomsky Hierarchy☆207Updated last year
- The official repository for our paper "The Devil is in the Detail: Simple Tricks Improve Systematic Generalization of Transformers". We s…☆67Updated 2 years ago
- Open source code for EigenGame.☆30Updated 2 years ago
- Blog post☆17Updated last year
- Replicating and dissecting the git-re-basin project in one-click-replication Colabs☆36Updated 2 years ago
- ☆100Updated 3 years ago
- ☆60Updated 3 years ago
- A library to create and manage configuration files, especially for machine learning projects.☆78Updated 3 years ago
- ☆36Updated last year
- Meta-learning inductive biases in the form of useful conserved quantities.☆37Updated 2 years ago
- ☆26Updated 2 years ago
- Pytorch implementation of preconditioned stochastic gradient descent (Kron and affine preconditioner, low-rank approximation precondition…☆179Updated last month
- Structured matrices for compressing neural networks☆67Updated last year
- Differentiable Algorithms and Algorithmic Supervision.☆115Updated 2 years ago
- Hessian spectral density estimation in TF and Jax☆123Updated 4 years ago
- 🧀 Pytorch code for the Fromage optimiser.☆124Updated last year
- ☆70Updated 7 months ago
- Revisiting Efficient Training Algorithms For Transformer-based Language Models (NeurIPS 2023)☆80Updated last year
- Official code repository of the paper Linear Transformers Are Secretly Fast Weight Programmers.☆105Updated 4 years ago
- Stochastic Automatic Differentiation library for PyTorch.☆204Updated 10 months ago
- This repository includes code to reproduce the tables in "Loss Landscapes are All You Need: Neural Network Generalization Can Be Explaine…☆37Updated 2 years ago
- ☆133Updated 4 years ago
- Unofficial but Efficient Implementation of "Mamba: Linear-Time Sequence Modeling with Selective State Spaces" in JAX☆84Updated last year
- Differentiable Sorting Networks☆116Updated last year