| Synthetic Dataset Generation for Adversarial Machine Learning Research | Jul 21, 2022 | BIG-bench Machine LearningDataset Generation | CodeCode Available | 6 |
| TensorIR: An Abstraction for Automatic Tensorized Program Optimization | Jul 9, 2022 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 6 |
| Interpretability, Then What? Editing Machine Learning Models to Reflect Human Knowledge and Values | Jun 30, 2022 | Additive modelsBIG-bench Machine Learning | CodeCode Available | 5 |
| Flashlight: Enabling Innovation in Tools for Machine Learning | Jan 29, 2022 | BIG-bench Machine Learning | CodeCode Available | 5 |
| Pen and Paper Exercises in Machine Learning | Jun 27, 2022 | BIG-bench Machine Learning | CodeCode Available | 4 |
| Deepchecks: A Library for Testing and Validating Machine Learning Models and Data | Mar 16, 2022 | BIG-bench Machine Learning | CodeCode Available | 4 |
| GPUTreeShap: Massively Parallel Exact Calculation of SHAP Scores for Tree Ensembles | Oct 27, 2020 | BIG-bench Machine LearningCPU | CodeCode Available | 4 |
| XGBoost: A Scalable Tree Boosting System | Mar 9, 2016 | BIG-bench Machine LearningClustering | CodeCode Available | 4 |
| DeepCAVE: An Interactive Analysis Tool for Automated Machine Learning | Jun 7, 2022 | AutoMLBIG-bench Machine Learning | CodeCode Available | 3 |
| Sintel: A Machine Learning Framework to Extract Insights from Signals | Apr 19, 2022 | Anomaly DetectionBIG-bench Machine Learning | CodeCode Available | 3 |
| TorchDrug: A Powerful and Flexible Machine Learning Platform for Drug Discovery | Feb 16, 2022 | BIG-bench Machine LearningDrug Discovery | CodeCode Available | 3 |
| Declarative Machine Learning Systems | Jul 16, 2021 | BIG-bench Machine Learning | CodeCode Available | 3 |
| River: machine learning for streaming data in Python | Dec 8, 2020 | BIG-bench Machine LearningContinual Learning | CodeCode Available | 3 |
| Auto-Sklearn 2.0: Hands-free AutoML via Meta-Learning | Jul 8, 2020 | AutoMLBIG-bench Machine Learning | CodeCode Available | 3 |
| Feature Selection Methods for Uplift Modeling and Heterogeneous Treatment Effect | May 5, 2020 | BIG-bench Machine Learningfeature selection | CodeCode Available | 3 |
| YOLOv4: Optimal Speed and Accuracy of Object Detection | Apr 23, 2020 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 3 |
| CausalML: Python Package for Causal Machine Learning | Feb 25, 2020 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 3 |
| Machine Learning in Python: Main developments and technology trends in data science, machine learning, and artificial intelligence | Feb 12, 2020 | BIG-bench Machine LearningGPU | CodeCode Available | 3 |
| SQLFlow: A Bridge between SQL and Machine Learning | Jan 19, 2020 | BIG-bench Machine Learning | CodeCode Available | 3 |
| pyannote.audio: neural building blocks for speaker diarization | Nov 4, 2019 | Action DetectionActivity Detection | CodeCode Available | 3 |
| InterpretML: A Unified Framework for Machine Learning Interpretability | Sep 19, 2019 | Additive modelsBIG-bench Machine Learning | CodeCode Available | 3 |
| MMLSpark: Unifying Machine Learning Ecosystems at Massive Scales | Oct 20, 2018 | BIG-bench Machine LearningDistributed Computing | CodeCode Available | 3 |
| Benchmarking Automatic Machine Learning Frameworks | Aug 17, 2018 | Automated Feature EngineeringAutoML | CodeCode Available | 3 |
| Adversarial Robustness Toolbox v1.0.0 | Jul 3, 2018 | Adversarial RobustnessBIG-bench Machine Learning | CodeCode Available | 3 |
| mlpack 3: a fast, flexible machine learning library | Jun 18, 2018 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 3 |
