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Starred repositories

26 stars written in Jupyter Notebook
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A game theoretic approach to explain the output of any machine learning model.

Jupyter Notebook 23,486 3,336 Updated Mar 6, 2025

An open-source, low-code machine learning library in Python

Jupyter Notebook 9,179 1,797 Updated Mar 6, 2025

Automatic extraction of relevant features from time series:

Jupyter Notebook 8,622 1,227 Updated Feb 16, 2025

Visualizations for machine learning datasets

Jupyter Notebook 7,362 887 Updated May 24, 2023

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K…

Jupyter Notebook 7,058 2,010 Updated Mar 7, 2025

links to conference publications in graph-based deep learning

Jupyter Notebook 4,882 778 Updated Dec 12, 2024

Book about interpretable machine learning

Jupyter Notebook 4,847 1,073 Updated Mar 5, 2025

Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft

Jupyter Notebook 4,160 2,534 Updated Dec 16, 2024

Debugging, monitoring and visualization for Python Machine Learning and Data Science

Jupyter Notebook 3,436 360 Updated Aug 30, 2023

A library for debugging/inspecting machine learning classifiers and explaining their predictions

Jupyter Notebook 2,766 332 Updated May 1, 2022

MLOps examples

Jupyter Notebook 1,900 550 Updated Aug 2, 2024

Python library for interactive topic model visualization. Port of the R LDAvis package.

Jupyter Notebook 1,819 361 Updated Jul 9, 2024

A suite of image and video neural tokenizers

Jupyter Notebook 1,569 72 Updated Feb 11, 2025

A data visualization curriculum of interactive notebooks.

Jupyter Notebook 1,311 266 Updated Feb 18, 2025

bamboolib - a GUI for pandas DataFrames

Jupyter Notebook 945 94 Updated Feb 20, 2024
Jupyter Notebook 931 229 Updated Jan 10, 2025

python partial dependence plot toolbox

Jupyter Notebook 850 129 Updated Sep 3, 2024

Code for "High-Precision Model-Agnostic Explanations" paper

Jupyter Notebook 797 114 Updated Jul 19, 2022

AI与数据科学各类工具库速查表与参考代码

Jupyter Notebook 579 137 Updated Dec 18, 2021

H2O.ai Machine Learning Interpretability Resources

Jupyter Notebook 485 130 Updated Dec 12, 2020

AFINN sentiment analysis in Python

Jupyter Notebook 460 222 Updated Apr 4, 2022

Collection of notebooks and scripts related to audio processing and machine learning.

Jupyter Notebook 427 88 Updated Mar 25, 2019

本教程独立网站已上线

Jupyter Notebook 219 58 Updated Jun 26, 2023

Explanatory Model Analysis. Explore, Explain and Examine Predictive Models

Jupyter Notebook 186 39 Updated Apr 14, 2024

Interactive visualization of machine learning model evaluation metrics

Jupyter Notebook 63 10 Updated Aug 19, 2019

Interpretability Techniques to Build Robust AI Applications

Jupyter Notebook 39 7 Updated Jul 17, 2019