leopard-ai / bettyLinks
Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization
☆343Updated last year
Alternatives and similar repositories for betty
Users that are interested in betty are comparing it to the libraries listed below
Sorting:
- ☆312Updated 5 months ago
- Framework code with wandb, checkpointing, logging, configs, experimental protocols. Useful for fine-tuning models or training from scratc…☆151Updated 2 years ago
- Training and evaluating NBM and SPAM for interpretable machine learning.☆78Updated 2 years ago
- {KFAC,EKFAC,Diagonal,Implicit} Fisher Matrices and finite width NTKs in PyTorch☆215Updated 2 months ago
- Optimal Transport Dataset Distance☆168Updated 3 years ago
- ☆208Updated 2 years ago
- This repository contains a Jax implementation of conformal training corresponding to the ICLR'22 paper "learning optimal conformal classi…☆129Updated 3 years ago
- Reduce end to end training time from days to hours (or hours to minutes), and energy requirements/costs by an order of magnitude using co…☆340Updated 2 years ago
- Code for Parameter Prediction for Unseen Deep Architectures (NeurIPS 2021)☆492Updated 2 years ago
- ☆133Updated 4 years ago
- Implicit MLE: Backpropagating Through Discrete Exponential Family Distributions☆258Updated last year
- TorchOpt is an efficient library for differentiable optimization built upon PyTorch.☆612Updated 3 weeks ago
- BackPACK - a backpropagation package built on top of PyTorch which efficiently computes quantities other than the gradient.☆588Updated 7 months ago
- Code for our NeurIPS 2022 paper☆369Updated 2 years ago
- Parameter-Free Optimizers for Pytorch☆130Updated last year
- Unofficial JAX implementations of deep learning research papers☆156Updated 3 years ago
- This repository contains the code of the distribution shift framework presented in A Fine-Grained Analysis on Distribution Shift (Wiles e…☆83Updated 2 months ago
- Create animations for the optimization trajectory of neural nets☆158Updated last year
- ☆233Updated 6 months ago
- Neural Networks and the Chomsky Hierarchy☆208Updated last year
- Differentiable Sorting Networks☆117Updated 2 years ago
- Load tensorboard event logs as pandas DataFrames for scientific plotting; Supports both PyTorch and TensorFlow☆203Updated last year
- Code release for "Git Re-Basin: Merging Models modulo Permutation Symmetries"☆487Updated 2 years ago
- Code for the paper: "Tensor Programs II: Neural Tangent Kernel for Any Architecture"☆105Updated 5 years ago
- Library that contains implementations of machine learning components in the hyperbolic space☆141Updated last year
- Hessian spectral density estimation in TF and Jax☆123Updated 4 years ago
- Official repository for CMU Machine Learning Department's 10732: Robustness and Adaptivity in Shifting Environments☆74Updated 2 years ago
- FFCV-SSL Fast Forward Computer Vision for Self-Supervised Learning.☆207Updated 2 years ago
- Official codebase for Pretrained Transformers as Universal Computation Engines.☆247Updated 3 years ago
- Laplace approximations for Deep Learning.☆515Updated 4 months ago