Pyxai
PyXAI (Python eXplainable AI) is a Python library (version 3.6 or later) allowing to bring formal explanations suited to (regression or classification) tree-based ML models (Decision Trees, Random Forests, Boosted Trees, ...).
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Orange3 | 4,469 |  | 57 | 47 | 3 months ago | 63 | October 31, 2023 | 99 | other | Python |
| 🍊 :bar_chart: :bulb: Orange: Interactive data analysis | ||||||||||
| Flaml | 3,500 |  | 11 | 3 months ago | 92 | October 02, 2023 | 210 | mit | Jupyter Notebook | |
| A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP. | ||||||||||
| Machine Learning With Python | 2,980 | a year ago | 8 | bsd-2-clause | Jupyter Notebook | |||||
| Practice and tutorial-style notebooks covering wide variety of machine learning techniques | ||||||||||
| Text_classification | 1,621 | a year ago | 1 | mit | Python | |||||
| Text Classification Algorithms: A Survey | ||||||||||
| Awesome Fraud Detection Papers | 1,364 | a year ago | cc0-1.0 | Python | ||||||
| A curated list of data mining papers about fraud detection. | ||||||||||
| Pytorch_classification | 1,055 | a year ago | 39 | mit | Jupyter Notebook | |||||
| 利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特征，svm或者随机森林等进行分类，模型蒸馏，一个完整的代码 | ||||||||||
| Sharplearning | 372 |  | 6 | 14 | 3 months ago | 42 | July 12, 2020 | 47 | mit | C# |
| Machine learning for C# .Net | ||||||||||
| Decisiontree.jl | 326 | 16 | 7 months ago | July 11, 2017 | 45 | other | Julia | |||
| Julia implementation of Decision Tree (CART) and Random Forest algorithms | ||||||||||
| Handwritten Digit Recognition Using Deep Learning | 158 | a year ago | mit | Python | ||||||
| Handwritten Digit Recognition using Machine Learning and Deep Learning | ||||||||||
| Textclassification | 153 | 6 years ago | 5 | Python | ||||||
| several methods for text classification | ||||||||||
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