mle-infrastructure / mle-loggingLinks
Lightweight ML Experiment Logging π
β79Updated 10 months ago
Alternatives and similar repositories for mle-logging
Users that are interested in mle-logging are comparing it to the libraries listed below
Sorting:
- Lightweight Cluster/Cloud VM Job Management πβ41Updated 10 months ago
- Lightweight Hyperparameter Optimization πβ147Updated 10 months ago
- Framework-agnostic library for checking array/tensor shapes at runtime.β46Updated 4 years ago
- A Pytree Module system for Deep Learning in JAXβ214Updated 2 years ago
- Lightweight Experiment & Resource Monitoring πΊβ187Updated 2 years ago
- Functional deep learningβ108Updated 2 years ago
- Cyclemoid implementation for PyTorchβ90Updated 3 years ago
- Image augmentation library for Jaxβ39Updated last year
- Convert scikit-learn models to PyTorch modulesβ163Updated last year
- A metrics library for the JAX ecosystemβ40Updated 2 years ago
- This repository contains a Jax implementation of conformal training corresponding to the ICLR'22 paper "learning optimal conformal classiβ¦β130Updated 2 years ago
- CHOP: An optimization library based on PyTorch, with applications to adversarial examples and structured neural network training.β77Updated last year
- Check if you have training samples in your test setβ64Updated 3 years ago
- Implementations and checkpoints for ResNet, Wide ResNet, ResNeXt, ResNet-D, and ResNeSt in JAX (Flax).β112Updated 3 years ago
- A Python package of computer vision models for the Equinox ecosystem.β107Updated 11 months ago
- β192Updated 2 weeks ago
- A small library for creating and manipulating custom JAX Pytree classesβ56Updated 2 years ago
- Unofficial JAX implementations of deep learning research papersβ156Updated 3 years ago
- Official codebase for "Distribution-Free, Risk-Controlling Prediction Sets"β85Updated last year
- My implementation of DeepMind's Perceiverβ63Updated 4 years ago
- β100Updated 3 years ago
- Parameter-Free Optimizers for Pytorchβ130Updated last year
- This repository contains the results for the paper: "Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers"β180Updated 3 years ago
- Bayesianize: A Bayesian neural network wrapper in pytorchβ88Updated last year
- β37Updated 3 years ago
- WandB sweeps integration with Hydra sweeperβ49Updated last year
- A library for uncertainty quantification based on PyTorchβ121Updated 3 years ago
- A collection of code snippets for my PyTorch Lightning projectsβ108Updated 4 years ago
- EfficientNet, MobileNetV3, MobileNetV2, MixNet, etc in JAX w/ Flax Linen and Objaxβ128Updated last year
- A Machine Learning workflow for Slurm.β149Updated 4 years ago