From cc4a6f45a502e1c0bbce43c4c6c0efe75681c036 Mon Sep 17 00:00:00 2001 From: sanyhe Date: Sun, 2 Jun 2024 16:04:46 +0800 Subject: [PATCH] docs: v0.6.0 new features summary. --- docs/source/Home/CHANGELOG.md | 29 ++++++++++++++++++++++++++++- 1 file changed, 28 insertions(+), 1 deletion(-) diff --git a/docs/source/Home/CHANGELOG.md b/docs/source/Home/CHANGELOG.md index 5b1bac60..dece2df9 100644 --- a/docs/source/Home/CHANGELOG.md +++ b/docs/source/Home/CHANGELOG.md @@ -5,11 +5,37 @@ All notable changes to this project will be documented in this file. The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/), and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html). - ## [Unreleased] + MLOps core of continuous training in web interface +## [0.6.0] - 2024-06-02 + +### Added + ++ Plotting contour function, plotting heatmap function and plot 2d scatter diagram function for decomposition ++ Prediction for the training set ++ Dropping the rows with missing values by specific columns ++ Summary folder to include all produced artifacts in run's output ++ New Models: + + Regression Models + + Ridge Regression + + Clustering Models + + Affinity Propagation Clustering ++ New Mode: + + Abnormal Detection + + Isolation Forest + +### Changed + ++ Showing formula function for linear models in both regression and classifiction in terms of the number of the target values' type ++ Built-in inferenc data only for regression and classification + +### Fixed + ++ Invalid YAML file when launching MLflow interface + + ## [0.5.0] - 2024-01-14 ### Added @@ -128,6 +154,7 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/), [ unreleased ]: https://github.com/ZJUEarthData/geochemistrypi +[ 0.6.0 ]: https://github.com/ZJUEarthData/geochemistrypi/compare/v0.5.0...v0.6.0 [ 0.5.0 ]: https://github.com/ZJUEarthData/geochemistrypi/compare/v0.4.0...v0.5.0 [ 0.4.0 ]: https://github.com/ZJUEarthData/geochemistrypi/compare/v0.3.0...v0.4.0 [ 0.3.0 ]: https://github.com/ZJUEarthData/geochemistrypi/compare/v0.2.1...v0.3.0