Classical ML
17 tasks in this category.
Categories
17 tasks
| Task ↑ | Category ↕ | Packages | Baselines ↕ | Envs ↕ | Logs |
|---|---|---|---|---|---|
| meta-fewshot-classification | Classical ML | easy-few-shot-learning | 3 | 3 | - |
| meta-inner-loop-optimizer | Classical ML | learn2learn | 3 | 3 | - |
| meta-rl | Classical ML | oyster | 3 | 3 | - |
| meta-rl-algorithm | Classical ML | oyster | 3 | 3 | - |
| ml-active-learning | Classical ML | badge | 5 | 3 | ✓ |
| ml-anomaly-detection | Classical ML | scikit-learn | 5 | 4 | ✓ |
| ml-calibration | Classical ML | scikit-learn | 3 | 4 | ✓ |
| ml-clustering-algorithm | Classical ML | scikit-learn | 3 | 3 | ✓ |
| ml-continual-regularization | Classical ML | continual-learning | 4 | 3 | ✓ |
| ml-dimensionality-reduction | Classical ML | scikit-learn | 5 | 3 | ✓ |
| ml-ensemble-boosting | Classical ML | scikit-learn | 3 | 3 | ✓ |
| ml-feature-selection | Classical ML | scikit-learn | 3 | 3 | ✓ |
| ml-federated-aggregation | Classical ML | flower | 3 | 3 | ✓ |
| ml-missing-data-imputation | Classical ML | scikit-learn | 5 | 3 | ✓ |
| ml-selective-deferral | Classical ML | scikit-learn | 4 | 4 | ✓ |
| ml-subgroup-calibration-shift | Classical ML | scikit-learn | 4 | 3 | ✓ |
| ml-symbolic-regression | Classical ML | gplearn | 3 | 3 | ✓ |