cgnorthcutt / cleanlabLinks
Official cleanlab repo is at https://github.com/cleanlab/cleanlab
☆57Updated 2 years ago
Alternatives and similar repositories for cleanlab
Users that are interested in cleanlab are comparing it to the libraries listed below
Sorting:
- 🛠️ Corrected Test Sets for ImageNet, MNIST, CIFAR, Caltech-256, QuickDraw, IMDB, Amazon Reviews, 20News, and AudioSet☆185Updated 2 years ago
- A benchmark of data-centric tasks from across the machine learning lifecycle.☆72Updated 3 years ago
- ☆40Updated last year
- Self-training with Weak Supervision (NAACL 2021)☆160Updated 2 years ago
- Repository for Multimodal AutoML Benchmark☆66Updated 3 years ago
- Weakly Supervised End-to-End Learning (NeurIPS 2021)☆157Updated 2 years ago
- Code repository for the NAACL 2022 paper "ExSum: From Local Explanations to Model Understanding"☆64Updated 3 years ago
- DISTIL: Deep dIverSified inTeractIve Learning. An active/inter-active learning library built on py-torch for reducing labeling costs.☆153Updated 2 years ago
- SPEAR: Programmatically label and build training data quickly.☆107Updated last year
- Unofficial PyTorch implementation of Fastformer based on paper "Fastformer: Additive Attention Can Be All You Need"."☆134Updated 3 years ago
- ☆139Updated last year
- Domain Adaptation☆23Updated 3 years ago
- A curated list of programmatic weak supervision papers and resources☆190Updated 2 years ago
- Framework for zero-shot learning with knowledge graphs.☆113Updated 2 years ago
- A python package for benchmarking interpretability techniques on Transformers.☆214Updated 10 months ago
- (ICML 2021) Mandoline: Model Evaluation under Distribution Shift☆30Updated 4 years ago
- A deep learning framework for building multimodal multi-task learning systems.☆111Updated 2 years ago
- Measuring data importance over ML pipelines using the Shapley value.☆43Updated 2 months ago
- An active learning library for Pytorch based on Lightning-Fabric.☆79Updated last year
- Revisiting Pretrarining Objectives for Tabular Deep Learning☆65Updated 2 years ago
- A project to add scalable state-of-the-art out-of-distribution detection (open set recognition) support by changing two lines of code! Pe…☆77Updated 2 years ago
- Interpretable and efficient predictors using pre-trained language models. Scikit-learn compatible.☆42Updated 5 months ago
- Forecasting Future World Events with Neural Networks (NeurIPS 2022)☆180Updated 2 years ago
- Combating hidden stratification with GEORGE☆64Updated 4 years ago
- The official repository for "Intermediate Layers Matter in Momentum Contrastive Self Supervised Learning" paper.☆40Updated 3 years ago
- Advances in Neural Information Processing Systems (NeurIPS 2021)☆22Updated 2 years ago
- The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).☆220Updated 2 years ago
- ☆18Updated 3 years ago
- Code repository for our paper "Failing Loudly: An Empirical Study of Methods for Detecting Dataset Shift": https://arxiv.org/abs/1810.119…☆105Updated last year
- Code for the CVPR 2019 paper : Spectral Metric for Dataset Complexity Assessment☆46Updated last year