f-dangel / cockpitLinks
Cockpit: A Practical Debugging Tool for Training Deep Neural Networks
☆485Updated 3 years ago
Alternatives and similar repositories for cockpit
Users that are interested in cockpit are comparing it to the libraries listed below
Sorting:
- A library to inspect and extract intermediate layers of PyTorch models.☆475Updated 3 years ago
- ☆472Updated 2 months ago
- This library would form a permanent home for reusable components for deep probabilistic programming. The library would form and harness a…☆311Updated 5 months ago
- Deep Learning project template best practices with Pytorch Lightning, Hydra, Tensorboard.☆160Updated 4 years ago
- BackPACK - a backpropagation package built on top of PyTorch which efficiently computes quantities other than the gradient.☆601Updated 2 weeks ago
- This repository contains the results for the paper: "Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers"☆184Updated 4 years ago
- Helps you write algorithms in PyTorch that adapt to the available (CUDA) memory☆438Updated last year
- Code for "Self-Attention Between Datapoints: Going Beyond Individual Input-Output Pairs in Deep Learning"☆415Updated last year
- PyTorch dataset extended with map, cache etc. (tensorflow.data like)☆332Updated 3 years ago
- Unit Testing for pytorch, based on mltest☆312Updated 5 years ago
- Official code for the Stochastic Polyak step-size optimizer☆139Updated last year
- Implicit MLE: Backpropagating Through Discrete Exponential Family Distributions☆259Updated 2 years ago
- PyTorch, TensorFlow, JAX and NumPy — all of them natively using the same code☆699Updated 2 years ago
- [Prototype] Tools for the concurrent manipulation of variably sized Tensors.☆250Updated 3 years ago
- An alternative to convolution in neural networks☆258Updated last year
- A High Level API for Deep Learning in JAX☆476Updated 2 years ago
- Code for our NeurIPS 2022 paper☆370Updated 2 years ago
- Named tensors with first-class dimensions for PyTorch☆332Updated 2 years ago
- Lightweight Hyperparameter Optimization 🚂☆150Updated last year
- Shape and dimension inference (Keras-like) for PyTorch layers and neural networks☆573Updated 3 years ago
- A collection of code snippets for my PyTorch Lightning projects☆107Updated 4 years ago
- Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.☆1,466Updated 7 months ago
- Gradient based Hyperparameter Tuning library in PyTorch☆291Updated 5 years ago
- Drop-in replacement for any ResNet with a significantly reduced memory footprint and better representation capabilities☆208Updated last year
- ☆251Updated 2 years ago
- ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning☆281Updated 2 years ago
- PIX is an image processing library in JAX, for JAX.☆430Updated 9 months ago
- Collection of the latest, greatest, deep learning optimizers (for Pytorch) - CNN, NLP suitable☆217Updated 4 years ago
- Convert scikit-learn models to PyTorch modules☆168Updated last year
- A Pytree Module system for Deep Learning in JAX☆214Updated 2 years ago