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The Top 23 Learning Benchmark Open Source Projects

Open source projects categorized as Learning Benchmark
Tianshou ⭐ 7,125
An elegant PyTorch deep reinforcement learning library.
dependent packages 10total releases 33most recent commit 3 months agopypi tianshou} Downloads
Avalanche ⭐ 1,583
Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
dependent packages 1total releases 6most recent commit 3 months agopypi avalanche-lib} Downloads
Slm Lab ⭐ 1,052
Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".
most recent commit 2 years ago
Flow ⭐ 890
Computational framework for reinforcement learning in traffic control
most recent commit a year ago
Tdc ⭐ 889
Therapeutics Data Commons: Artificial Intelligence Foundation for Therapeutic Science
dependent packages 4total releases 32most recent commit 4 months agopypi PyTDC} Downloads
Mimic3 Benchmarks ⭐ 661
Python suite to construct benchmark machine learning datasets from the MIMIC-III 💊 clinical database.
most recent commit a year ago
Awesome Federated Learning ⭐ 482
All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
most recent commit a year ago
Metaoptnet ⭐ 480
Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)
most recent commit a year ago
Ptranking ⭐ 353
Learning to Rank in PyTorch
total releases 5most recent commit 2 years ago
Qdtrack ⭐ 320
Quasi-Dense Similarity Learning for Multiple Object Tracking, CVPR 2021 (Oral)
most recent commit a year ago
Pcam ⭐ 297
The PatchCamelyon (PCam) deep learning classification benchmark.
most recent commit 4 years ago
Self_supervised ⭐ 277
Implementation of popular SOTA self-supervised learning algorithms as Fastai Callbacks.
total releases 11most recent commit a year ago
Sklearn Benchmarks ⭐ 190
A centralized repository to report scikit-learn model performance across a variety of parameter settings and data sets.
most recent commit 6 years ago
Causalworld ⭐ 169
CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning
most recent commit a year ago
Pytorch Retraining ⭐ 169
Transfer Learning Shootout for PyTorch's model zoo (torchvision)
most recent commit 4 years ago
Sotabench Eval ⭐ 150
Easily evaluate machine learning models on public benchmarks
most recent commit 4 years ago
Multitask And Transfer Learning ⭐ 134
Benchmark and build RL architectures that can do multitask and transfer learning.
most recent commit 4 years ago
Golang Benchmarks ⭐ 120
Go(lang) benchmarks - (measure the speed of golang)
most recent commit 4 months ago
Dlcookbook Dlbs ⭐ 120
Deep Learning Benchmarking Suite
most recent commit 2 years ago
Miplearn ⭐ 117
Framework for solving discrete optimization problems using a combination of Mixed-Integer Linear Programming (MIP) and Machine Learning (ML)
total releases 18most recent commit 4 months ago
Scikit Learn_bench ⭐ 99
scikit-learn_bench benchmarks various implementations of machine learning algorithms across data analytics frameworks. It currently support the scikit-learn, DAAL4PY, cuML, and XGBoost frameworks for commonly used machine learning algorithms.
most recent commit 4 months ago
Deepobs ⭐ 97
DeepOBS: A Deep Learning Optimizer Benchmark Suite
most recent commit 4 months ago
Ctrlbenchmark ⭐ 92
Benchmark for Lifelong learning research
dependent packages 1total releases 2most recent commit 3 years agopypi ctrl-benchmark} Downloads
The 6 Most Depended On Learning Benchmark Open Source Projects
Tianshou ⭐ 7,125
An elegant PyTorch deep reinforcement learning library.
dependent packages 10total releases 33latest release August 22, 2023most recent commit 3 months agopypi tianshou} Downloads
Tdc ⭐ 889
Therapeutics Data Commons: Artificial Intelligence Foundation for Therapeutic Science
dependent packages 4total releases 32latest release January 27, 2023most recent commit 4 months agopypi PyTDC} Downloads
Cookeylang ⭐ 15
The official CookeyLang
dependent packages 2total releases 61latest release December 11, 2020most recent commit 3 years agonpm cookeylang} Downloads
Avalanche ⭐ 1,583
Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
dependent packages 1total releases 6latest release July 28, 2023most recent commit 3 months agopypi avalanche-lib} Downloads
Ctrlbenchmark ⭐ 92
Benchmark for Lifelong learning research
dependent packages 1total releases 2latest release August 16, 2021most recent commit 3 years agopypi ctrl-benchmark} Downloads
Seals ⭐ 36
Benchmark environments for reward modelling and imitation learning algorithms.
dependent packages 1total releases 8latest release September 18, 2023most recent commit 7 months agopypi seals} Downloads
The 10 Latest Releases In Learning Benchmark Open Source Projects
Seals ⭐ 36
Benchmark environments for reward modelling and imitation learning algorithms.
dependent packages 1total releases 8latest release September 18, 2023most recent commit 7 months agopypi seals} Downloads
Tianshou ⭐ 7,125
An elegant PyTorch deep reinforcement learning library.
dependent packages 10total releases 33latest release August 22, 2023most recent commit 3 months agopypi tianshou} Downloads
Avalanche ⭐ 1,583
Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
dependent packages 1total releases 6latest release July 28, 2023most recent commit 3 months agopypi avalanche-lib} Downloads
Tdc ⭐ 889
Therapeutics Data Commons: Artificial Intelligence Foundation for Therapeutic Science
dependent packages 4total releases 32latest release January 27, 2023most recent commit 4 months agopypi PyTDC} Downloads
Self_supervised ⭐ 277
Implementation of popular SOTA self-supervised learning algorithms as Fastai Callbacks.
total releases 11latest release March 05, 2022most recent commit a year ago
Ctrlbenchmark ⭐ 92
Benchmark for Lifelong learning research
dependent packages 1total releases 2latest release August 16, 2021most recent commit 3 years agopypi ctrl-benchmark} Downloads
Smlb ⭐ 7
Scientific Machine Learning Benchmark (smlb)
total releases 5latest release July 09, 2021most recent commit 9 months ago
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