awslabs / RenateLinks
Library for automatic retraining and continual learning
☆297Updated last year
Alternatives and similar repositories for Renate
Users that are interested in Renate are comparing it to the libraries listed below
Sorting:
- Large scale and asynchronous Hyperparameter and Architecture Optimization at your fingertips.☆420Updated 3 weeks ago
- A Library for Uncertainty Quantification.☆924Updated 8 months ago
- Drift Detection for your PyTorch Models☆324Updated 3 years ago
- Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization☆344Updated last year
- 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…☆344Updated 2 years ago
- 🛠️ Corrected Test Sets for ImageNet, MNIST, CIFAR, Caltech-256, QuickDraw, IMDB, Amazon Reviews, 20News, and AudioSet☆186Updated 3 weeks ago
- Pytorch Lightning Distributed Accelerators using Ray☆215Updated 2 years ago
- Hopular: Modern Hopfield Networks for Tabular Data☆313Updated 3 years ago
- Coarse-grained lineage and tracing for machine learning pipelines.☆471Updated 3 years ago
- ☆140Updated 2 years ago
- Code repository for our paper "Failing Loudly: An Empirical Study of Methods for Detecting Dataset Shift": https://arxiv.org/abs/1810.119…☆107Updated last year
- relplot: Utilities for measuring calibration and plotting reliability diagrams☆176Updated 2 months ago
- Recipes are a standard, well supported set of blueprints for machine learning engineers to rapidly train models using the latest research…☆336Updated last week
- An active learning library for Pytorch based on Lightning-Fabric.☆79Updated last year
- A benchmark of data-centric tasks from across the machine learning lifecycle.☆72Updated 3 years ago
- ☆312Updated 10 months ago
- A scalable & efficient active learning/data selection system for everyone.☆217Updated last year
- An open-source AutoML Library based on PyTorch☆308Updated last week
- MLCommons Algorithmic Efficiency is a benchmark and competition measuring neural network training speedups due to algorithmic improvement…☆406Updated this week
- This repository contains a Jax implementation of conformal training corresponding to the ICLR'22 paper "learning optimal conformal classi…☆130Updated 3 years ago
- This repository contains the results for the paper: "Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers"☆184Updated 4 years ago
- Training and inference on AWS Trainium and Inferentia chips.☆254Updated this week
- Training and evaluating NBM and SPAM for interpretable machine learning.☆78Updated 2 years ago
- ☆472Updated 3 months ago
- Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true cla…☆255Updated 2 years ago
- Rax is a Learning-to-Rank library written in JAX.☆336Updated 4 months ago
- A high performance data access library for machine learning tasks☆74Updated 2 years ago
- Distributed skorch on Ray Train☆58Updated 3 years ago
- An alternative to convolution in neural networks☆258Updated last year
- Official repository for the paper "Zero-Shot AutoML with Pretrained Models"☆48Updated 2 years ago