BleckwenAI / mli-catalogLinks
A catalog of Jupyter Notebooks presenting new techniques to interpret black box machine learning models.
☆15Updated 6 years ago
Alternatives and similar repositories for mli-catalog
Users that are interested in mli-catalog are comparing it to the libraries listed below
Sorting:
- Python implementation of R package breakDown☆43Updated 2 years ago
- Practical ideas on securing machine learning models☆36Updated 4 years ago
- Know your ML Score based on Sculley's paper☆34Updated 6 years ago
- General Interpretability Package☆58Updated 2 years ago
- Playing with various deep learning tools and network architectures☆70Updated 7 years ago
- Tutorial for a new versioning Machine Learning pipeline☆80Updated 3 years ago
- Distributed, large-scale, benchmarking framework for rigorous assessment of automatic machine learning repositories, projects, and librar…☆30Updated 3 years ago
- Fast, accurate, lightweight, multi-core ML in Python, leveraging Vowpal Wabbit☆21Updated 7 years ago
- A machine learning testing framework for sklearn and pandas. The goal is to help folks assess whether things have changed over time.☆102Updated 3 years ago
- Scripts for paper "Encoding high-cardinality string categorical variables"☆24Updated 5 years ago
- Lightweight, Python library for fast and reproducible experimentation☆136Updated 6 years ago
- Spark implementation of computing Shapley Values using monte-carlo approximation☆74Updated 2 years ago
- Preprint/draft article/blog on some explainable machine learning misconceptions. WIP!☆28Updated 6 years ago
- Implementation of the conjugate prior table for Bayesian Statistics☆52Updated 11 months ago
- In-Session Personalization Workshop for eCommerce, April 2021, and the MICES Workshop in June 2021.☆22Updated 4 years ago
- Data Exploration in PySpark made easy - Pyspark_dist_explore provides methods to get fast insights in your Spark DataFrames.☆103Updated 5 years ago
- ☆40Updated 8 years ago
- Analysis of Categorical Encodings for dense Decision Trees☆41Updated 8 years ago
- Tabular feature encoding pipelines for machine learning with options for string parsing, missing data infill, and stochastic perturbation…☆165Updated 2 weeks ago
- ☆102Updated 2 years ago
- ⬛ Python Individual Conditional Expectation Plot Toolbox☆165Updated 5 years ago
- Tutorial on interpreting and understanding machine learning models☆69Updated 6 years ago
- Hypergol is a Data Science/Machine Learning productivity toolkit to accelerate any projects into production with autogenerated code, stan…☆53Updated 2 years ago
- ☆37Updated 2 months ago
- NOTE: skutil is now deprecated. See its sister project: https://github.com/tgsmith61591/skoot. Original description: A set of scikit-lear…☆31Updated 7 years ago
- The Data Linter identifies potential issues (lints) in your ML training data.☆88Updated 7 years ago
- Short introduction to Bayesian statistical modelling with PyMC3☆18Updated 5 years ago
- this repo might get accepted☆28Updated 4 years ago
- ☆96Updated 5 years ago
- A library that implements fairness-aware machine learning algorithms☆126Updated 4 years ago