cleanlab / label-errorsLinks
🛠️ Corrected Test Sets for ImageNet, MNIST, CIFAR, Caltech-256, QuickDraw, IMDB, Amazon Reviews, 20News, and AudioSet
☆185Updated 2 years ago
Alternatives and similar repositories for label-errors
Users that are interested in label-errors are comparing it to the libraries listed below
Sorting:
- A benchmark of data-centric tasks from across the machine learning lifecycle.☆72Updated 3 years ago
- Implementation of Estimating Training Data Influence by Tracing Gradient Descent (NeurIPS 2020)☆236Updated 3 years ago
- 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…☆341Updated 2 years ago
- ☆139Updated last year
- REVISE: A Tool for Measuring and Mitigating Bias in Visual Datasets --- https://arxiv.org/abs/2004.07999☆110Updated 3 years ago
- DISTIL: Deep dIverSified inTeractIve Learning. An active/inter-active learning library built on py-torch for reducing labeling costs.☆154Updated 2 years ago
- ☆469Updated 4 months ago
- This repository contains the results for the paper: "Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers"☆183Updated 4 years ago
- Code for the paper "Calibrating Deep Neural Networks using Focal Loss"☆160Updated last year
- An active learning library for Pytorch based on Lightning-Fabric.☆79Updated last year
- Drift Detection for your PyTorch Models☆321Updated 3 years ago
- ☆96Updated 2 years ago
- PixMix: Dreamlike Pictures Comprehensively Improve Safety Measures (CVPR 2022)☆108Updated 3 years ago
- Calibration of Convolutional Neural Networks☆170Updated 2 years ago
- Code for Parameter Prediction for Unseen Deep Architectures (NeurIPS 2021)☆492Updated 2 years ago
- Code for Active Learning at The ImageNet Scale. This repository implements many popular active learning algorithms and allows training wi…☆54Updated 3 years ago
- Labels and other data for the paper "Are we done with ImageNet?"☆194Updated 3 years ago
- The net:cal calibration framework is a Python 3 library for measuring and mitigating miscalibration of uncertainty estimates, e.g., by a …☆365Updated last year
- Implementation of popular SOTA self-supervised learning algorithms as Fastai Callbacks.☆324Updated 2 years ago
- ☆208Updated 2 years ago
- The official repository for "Intermediate Layers Matter in Momentum Contrastive Self Supervised Learning" paper.☆40Updated 3 years ago
- Code for the CVPR 2019 paper : Spectral Metric for Dataset Complexity Assessment☆47Updated last year
- Combating hidden stratification with GEORGE☆64Updated 4 years ago
- ☆96Updated 4 years ago
- Framework code with wandb, checkpointing, logging, configs, experimental protocols. Useful for fine-tuning models or training from scratc…☆152Updated 2 years ago
- Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true cla…☆245Updated 2 years ago
- The spiritual successor to knockknock for PyTorch Lightning, get notified when your training ends☆77Updated 9 months ago
- Reliability diagrams visualize whether a classifier model needs calibration☆154Updated 3 years ago
- A new test set for ImageNet☆255Updated 2 years ago
- NumPy library for calibration metrics☆73Updated 6 months ago