CHANGELOG.md

Changelog

v0.2.2-dev

v0.2.1 (2023-08-30)

Enhancements

• Remove VegaLite.Data in favour of future use of Tucan
• Do not use EXLA at compile time in Metrics

v0.2.0 (2023-08-29)

This version requires Elixir v1.14+.

Enhancements

• Update notebooks
• Add support for :f16 and :bf16 types in SVD
• Add Affinity Propagation
• Add t-SNE
• Add Polynomial Regression
• Replace seeds with Random.key
• Add 'unrolling loops' option
• Add support for custom optimizers in Logistic Regression
• Add Trapezoidal Integration
• Add AUC-ROC, AUC, and ROC Curve
• Add Simpson rule integration
• Unify tests
• Add Radius Nearest Neighbors
• Add DBSCAN
• Add classification metrics: Average Precision Score, Balanced Accuracy Score, Cohen Kappa Score, Brier Score Loss, Zero-One Loss, Top-k Accuracy Score
• Add regression metrics: R2 Score, MSLE, MAPE, Maximum Residual Error
• Add support for axes in Confusion Matrix
• Add support for broadcasting in Metrics.Distances
• Update CI
• Add Gaussian Mixtures
• Add Model selection functionalities: K-fold, K-fold Cross Validation, Grid Search
• Change structure of metrics in Scholar
• Add a guide with Cross-Validation and Grid Search

v0.1.0 (2023-03-29)

First release.