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awesome-learning-with-label-noise

A curated list of resources for Learning with Noisy Labels

benchmarking-keras-pytorch

🔥 Reproducibly benchmarking Keras and PyTorch models

cameo

A Python Pandas library for cheating, collaboration, proficiency, and retention detection in edX courses ingested with Google BigQuery.

cgnorthcutt.github.io

Curtis G. Northcutt's personal website.

cleanlab

Official cleanlab repo is at https://github.com/cleanlab/cleanlab

cnn-gpu-benchmarks

Latest (2020) CNN and GPU Benchmarks on ImageNet and CIFAR

co-teaching

NeurIPS'18: Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels

confidentlearning-reproduce

Official data release to reproduce Confident Learning paper results

coteaching_plus

ICML'19: How does Disagreement Help Generalization against Label Corruption?

creative-theme-jekyll

cuml

cuML - RAPIDS Machine Learning Library

documentation-theme-jekyll

A Jekyll-based theme designed for documentation and help systems. See the link for detailed instructions on setting up and configuring everything.

dotfiles

Uses dotbot to handle my dotfiles.

egocom-dataset

EgoCom: A Multi-person Multi-modal Egocentric Communications Dataset

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

forum-diversification

Add diversity to the order of comments in forums!

gitignore

A collection of useful .gitignore templates

hydejack

"Best Jekyll Theme by a Mile"

hypopt

⏸ Parallelized hyper-param optimization with validation set, not crossval

ieee-keywords

IEEE Computer Society Keywords to Organize Knowledge

imagenet-multigpu.torch

an imagenet example in torch.

imagenet-simple-labels

Simpler human-readable labels for ImageNet 🏷

iteround

Sum-safe Rounding for Iterables

l2e-docker

m2r

Markdown to reStructuredText converter

mixup-cifar10

mixup: Beyond Empirical Risk Minimization

models

Models and examples built with TensorFlow

noisy_label_understanding_utilizing

ICML 2019: Understanding and Utilizing Deep Neural Networks Trained with Noisy Labels

pomdp

The official website of PomDP the PhD rapper.

project-pages

Fork this repo for a quick start. If "Project Timeline" or "License" appeared on your nav bar, Look Below!