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The Top 23 Generalization Open Source Projects

Open source projects categorized as Generalization
Categories > Generalization
Transferlearning ⭐ 12,494
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
most recent commit 4 months ago
Instruction Tuning Papers ⭐ 555
Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).
most recent commit 10 months ago
Awesome Out Of Distribution Detection ⭐ 400
A professionally curated list of papers, tutorials, books, videos, articles and open-source libraries etc for Out-of-distribution detection, robustness, and generalization
most recent commit 7 months ago
Adapt ⭐ 253
Awesome Domain Adaptation Python Toolbox
total releases 17most recent commit 3 months ago
Pomdp Baselines ⭐ 224
Simple (but often Strong) Baselines for POMDPs in PyTorch (ICML 2022)
most recent commit 7 months ago
Imagenetv2 ⭐ 197
A new test set for ImageNet
most recent commit a year ago
Spinnet ⭐ 188
[CVPR 2021] SpinNet: Learning a General Surface Descriptor for 3D Point Cloud Registration
most recent commit 3 years ago
Causalworld ⭐ 169
CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning
most recent commit 2 years ago
Qaconv ⭐ 166
[ECCV 2020] QAConv: Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting, and [CVPR 2022] GS: Graph Sampling Based Deep Metric Learning
most recent commit a year ago
Cifar 10.1 ⭐ 145
Release of CIFAR-10.1, a new test set for CIFAR-10.
most recent commit 4 years ago
Dynamics ⭐ 144
A Compositional Object-Based Approach to Learning Physical Dynamics
most recent commit 7 years ago
Modular Rl ⭐ 140
[ICML 2020] PyTorch Code for "One Policy to Control Them All: Shared Modular Policies for Agent-Agnostic Control"
most recent commit 3 years ago
Masala Parser ⭐ 126
Javascript Generalized Parser Combinators
dependent packages 8total releases 12most recent commit a year agonpm @masala/parser} Downloads
Self Adaptive Training ⭐ 104
Official implementation of the NeurIPS'2020 paper 'Self-Adaptive Training: beyond Empirical Risk Minimization'
most recent commit 3 years ago
Carl ⭐ 99
Benchmarking RL generalization in an interpretable way.
most recent commit 8 months ago
Pgdrive ⭐ 92
PGDrive: an open-ended driving simulator with infinite scenes from procedural generation
total releases 6most recent commit 2 years ago
Distributional Generalization In Natural Language Processing ⭐ 86
Distributional Generalization in NLP. A roadmap.
most recent commit a year ago
Dir Gnn ⭐ 86
Official code of "Discovering Invariant Rationales for Graph Neural Networks" (ICLR 2022)
most recent commit 10 months ago
Awesome Nn Optimization ⭐ 65
Awesome list for Neural Network Optimization methods.
most recent commit 4 months ago
Transformer_generalization ⭐ 65
The official repository for our paper "The Devil is in the Detail: Simple Tricks Improve Systematic Generalization of Transformers". We significantly improve the systematic generalization of transformer models on a variety of datasets using simple tricks and careful considerations.
most recent commit a year ago
3dshapegen ⭐ 64
Code for 3D Reconstruction of Novel Object Shapes from Single Images paper
most recent commit 2 years ago
Object Centric Library ⭐ 60
Library for the training and evaluation of object-centric models (ICML 2022)
most recent commit a year ago
Awesome Distribution Shift ⭐ 57
A curated list of papers and resources about the distribution shift in machine learning.
most recent commit 9 months ago
The 4 Latest Releases In Generalization Open Source Projects
Adapt ⭐ 253
Awesome Domain Adaptation Python Toolbox
total releases 17latest release June 19, 2023most recent commit 3 months ago
Extrapolate ⭐ 13
generalize counter-examples of property-based testing
total releases 16latest release June 15, 2021most recent commit 10 months ago
Pgdrive ⭐ 92
PGDrive: an open-ended driving simulator with infinite scenes from procedural generation
total releases 6latest release March 12, 2021most recent commit 2 years ago
Masala Parser ⭐ 126
Javascript Generalized Parser Combinators
dependent packages 8total releases 12latest release October 01, 2020most recent commit a year agonpm @masala/parser} Downloads
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