| Library | Version | Stars | Forks | Issue ID(Reproduce Results) | Status |
|---|---|---|---|---|---|
| category_encoders | 2.3.0 | 2.1k | 371 | #362 | Need Investigate |
| category_encoders | 2.3.0 | 2.1k | 371 | #364 | Need Investigate |
| Lightgbm | 3.2.1 | 14.4k | 3.6k | #5336 | Need Investigate |
| Sklearn | 1.0.1 | 52.1k | 23.7k | #23427 | Confirmed |
| Tensorflow | 2.7.0 | 169k | 87.5k | #56600 | Not Bug |
| Xgboost | 1.5.1 | 23.5k | 8.5k | #8033 | Confirmed |
| Lightgbm | 3.2.1 | 14.4k | 3.6k | #5475 | Need Investigate |
| imbalanced-learn | 0.8.1 | 6.1k | 1.2k | #923 | Confirmed |
| open-cv | 4.5.1.48 | 64.8k | 53k | #22472 | Confirmed |
| shap | 0.40 | 17.9k | 27k | #2644 | Pending |
| Sklearn | 1.0.1 | 52.1k | 23.7k | #24138 | Need Investigate |
| Transformers | 4.21.3 | 74.2k | 16.9k | #18950 | Need Investigate |
| Optuna | 3.0.1 | 7.2k | 775 | #3976 | Confirmed |
| Sklearn | 1.0.1 | 52.1k | 23.7k | #24124 | Not bug |
| Catboost | 1.0.3 | 6.8k | 1.1k | #2142 | Confirmed |
| Tensorflow | 2.7.0 | 169k | 87.5k | #56958 | Not Bug |
| Keras | 2.10.0 | 56.6k | 19.2k | #17217 | Confirmed |
| Library | Version | Stars | Forks | Issue ID(Reproduce Results) | Status |
Empirical Findings ML Libraries
