Curtis G. Northcutt cgnorthcutt

Pinned

1. cleanlab

   Find label errors in datasets, weak supervision, and learning with noisy labels.

   Python 918 98

2. cnn-gpu-benchmarks

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

   Python 10 3

3. benchmarking-keras-pytorch

   🔥 Reproducibly benchmarking Keras and PyTorch models

   Python 334 37

4. hypopt

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

   Python 63 8

5. confidentlearning-reproduce

   Official data release to reproduce Confident Learning paper results

   Jupyter Notebook 16 4

6. rankpruning

   🧹 Formerly for binary classification with noisy labels. Replaced by cleanlab.

   Jupyter Notebook 69 10