conorosully / SHAP-tutorialLinks
SHAP with Python
☆44Updated last year
Alternatives and similar repositories for SHAP-tutorial
Users that are interested in SHAP-tutorial are comparing it to the libraries listed below
Sorting:
- Code used to obtain results for my medium articles☆76Updated 2 years ago
- Tackling Climate Change with Time Series Analysis and Forecasting☆31Updated 2 years ago
- Code for replicating "Machine learning methods for crop yield prediction and climate change impact assessment in agriculture", Environmen…☆21Updated 7 years ago
- How to Interpret SHAP Analyses: A Non-Technical Guide☆57Updated 4 years ago
- A simple guide to a vanilla CNN for regression, potentially useful for engineering applications.☆48Updated 5 years ago
- ☆181Updated 5 months ago
- Package implementing Convergent Cross Mapping for causality inference in dynamical systems☆50Updated last year
- Jupyter notebooks and Python code for analyzing air quality (fine particle, PM2.5)☆39Updated 4 years ago
- Ensemble wavelet based neural network for generating epidemiological forecasting (epicasting)☆15Updated 2 months ago
- ☆22Updated 5 years ago
- ☆15Updated 11 years ago
- Zoish is a Python package that streamlines machine learning by leveraging SHAP values for feature selection and interpretability, making …☆11Updated last month
- ☆17Updated 7 years ago
- ☆13Updated 2 years ago
- Code for the clustering algorithm☆26Updated 6 years ago
- Applied Geospatial Data Science with Python, published by Packt☆119Updated last week
- framework for developing machine (and deep) learning models for structured data☆72Updated 2 weeks ago
- Code repository for "Modern Statistics: A Computer Based Approach with Python" and "Industrial Statistics: A Computer Based Approach with…☆106Updated 6 months ago
- A hands-on guide to scientific programming and reproducible research with python for environmental scientists☆10Updated 3 years ago
- ☆37Updated 8 months ago
- A user-friendly python package for computing and plotting machine learning explainability output.☆39Updated last year
- A Python package for fitting Quinlan's Cubist regression model☆51Updated last week
- Repository for the book Simplifying Machine Learning with PyCaret.☆67Updated 2 years ago
- Soil Health Data Cube for Europe☆15Updated 3 months ago
- Repository of the VegAnn Dataset☆21Updated last year
- Explore how Natural Language Processing (NLP) can be used to assist in identifying and mapping climate-relevant literature using a superv…☆43Updated last year
- run theory to characterize drought indices☆21Updated 4 years ago
- Data science for wildfire risk forecasting and monitoring☆27Updated last year
- Google Collab Notebooks for the UNIL Spring 2022 course on ML for Earth and Environmental Sciences☆14Updated 3 years ago
- A collection of companion Jupyter notebooks for Ensemble Methods for Machine Learning (Manning, 2023)☆92Updated 2 years ago