Jonas Mueller's repositories
KDD20-tutorial
Tutorial on Automated Machine Learning at KDD 2020
BanditDynamicPricing
Bandit algorithms for dynamic pricing of many products
OptimalIntervention
Learning Optimal Interventions
anonymoussubmission_automl
Code of Submission "Multimodal AutoML on Structured Tables with Text Fields"
autogluon
AutoGluon: AutoML for Text, Image, and Tabular Data
autogluon-benchmarking
Benchmarking Utilities for AutoGluon
cleanlab
The standard package for data-centric AI and machine learning with label errors, finding mislabeled data, and uncertainty quantification. Works with most datasets and models.
cleanlab-studio
Client interface for all things Cleanlab Studio
cleanvision
Automatically find issues in image datasets and practice data-centric computer vision.
confidentlearning-reproduce
Official data release to reproduce Confident Learning paper results
cookbook
Open-source AI cookbook
covidEnsembles
R package for building ensembles of covid forecasts
CTGAN
Conditional GAN for Tabular Data
d2l-en
Interactive deep learning book with code, math, and discussions. Available in multi-frameworks.
dataperf-speech-example
Example workflow for our data-centric speech benchmark
dcai-course
Introduction to Data-Centric AI, MIT IAP 2023
dcai-lab
Lab assignments for Introduction to Data-Centric AI
ExtractingMSTimes
Extracting inter coalescence times from MS simulation Newick-formatted output file
jmlr-style-file
LaTeX style file for the Journal of Machine Learning Research
scikit-optimize
Sequential model-based optimization with a `scipy.optimize` interface
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.