MLOps & Evaluation
Experiment tracking, deployment, monitoring, and model evaluation.
187 projects
See methodology for ranking rules; order uses public GitHub metrics within this scenario.
| Rank | Project | Stars | Forks | Updated | License |
|---|---|---|---|---|---|
| 181 |
benchmarking-gnns
Repository for benchmarking graph neural networks (JMLR 2023) |
2.7K | 459 | 06/22/23 | MIT |
| 182 |
transformers-interpret
Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code. |
1.4K | 99 | 08/30/23 | Apache-2.0 |
| 183 |
MLOpsPython
MLOps using Azure ML Services and Azure DevOps |
1.3K | 1.2K | 08/05/23 | MIT |
| 184 |
ChineseGLUE
Language Understanding Evaluation benchmark for Chinese: datasets, baselines, pre-trained models,corpus and leaderboard |
1.8K | 244 | 02/18/23 | Other |
| 185 |
mlreef
The collaboration workspace for Machine Learning |
1.5K | 304 | 11/01/22 | Other |
| 186 |
benchm-ml
A minimal benchmark for scalability, speed, and accuracy of open-source ML implementations (R, Python, H2O, xgboost, Spark MLlib) for binary classification. |
1.9K | 328 | 09/16/22 | MIT |
| 187 |
robustness
Corruption and Perturbation Robustness (ICLR 2019) |
1.2K | 149 | 08/24/22 | Apache-2.0 |