[PR #2716] Added FlexML Library to Machine Learning #2029

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GiteaMirror · 2025-11-06T13:28:04-06:00

GiteaMirror commented

2025-11-06 13:28:04 -06:00

📋 Pull Request Information

Original PR: https://github.com/vinta/awesome-python/pull/2716
Author: @ozguraslank
Created: 6/11/2025
Status: 🔄 Open

Base: master ← Head: patch-1

📝 Commits (1)

37543dd Added FlexML Library to Machine Learning

📊 Changes

1 file changed (+1 additions, -0 deletions)

View changed files

📝 README.md (+1 -0)

📄 Description

What is this Python project?

FlexML is an easy-to-use and flexible AutoML library for Python. It supports Regression and Classification tasks

pip: https://pypi.org/project/flexml/
GitHub: https://github.com/ozguraslank/flexml
Kick-start: Google Colab

What's the difference between this Python project and similar ones?

Quick-to-Wide strategy

Adjustable experiment size offers two experiment modes; 'quick' and 'wide' allowing
users to choose between fitting top used models in the industry or the full range of
models available in the library

Early Anomaly Detection

Warns user about anomalies in the data before starting the experiment; such as unnecessary columns or high-cardinality categoric columns

Effective Model Leaderboard

Compare tuned and untuned versions of your ml models side by side in a single model leaderboard and add any amount of new trained tuned models with name like "LGBMRegressor_Optuna_n_iter=10"

Anyone who agrees with this pull request could submit an Approve review to it.

_{🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.}

## 📋 Pull Request Information **Original PR:** https://github.com/vinta/awesome-python/pull/2716 **Author:** [@ozguraslank](https://github.com/ozguraslank) **Created:** 6/11/2025 **Status:** 🔄 Open **Base:** `master` ← **Head:** `patch-1` --- ### 📝 Commits (1) - [`37543dd`](https://github.com/vinta/awesome-python/commit/37543ddf6a542ea254ffeaad1aad517b9626218d) Added FlexML Library to Machine Learning ### 📊 Changes **1 file changed** (+1 additions, -0 deletions) <details> <summary>View changed files</summary> 📝 `README.md` (+1 -0) </details> ### 📄 Description ## What is this Python project? FlexML is an easy-to-use and flexible AutoML library for Python. It supports Regression and Classification tasks **pip:** https://pypi.org/project/flexml/ **GitHub:** https://github.com/ozguraslank/flexml **Kick-start:** [Google Colab](https://colab.research.google.com/drive/1_PcVVYdwjcERWA2TcSvKBQk6G6wINdu9?usp=sharing) ## What's the difference between this Python project and similar ones? ### Quick-to-Wide strategy Adjustable experiment size offers two experiment modes; 'quick' and 'wide' allowing users to choose between fitting top used models in the industry or the full range of models available in the library ### Early Anomaly Detection Warns user about anomalies in the data before starting the experiment; such as unnecessary columns or high-cardinality categoric columns ### Effective Model Leaderboard Compare tuned and untuned versions of your ml models side by side in a single model leaderboard and add any amount of new trained tuned models with name like **"LGBMRegressor_Optuna_n_iter=10"** --------- Anyone who agrees with this pull request could submit an *Approve* review to it. --- <sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>

GiteaMirror added the pull-request label 2025-11-06 13:28:04 -06:00

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Reference: github-starred/awesome-python#2029