BleckwenAI / mli-catalogLinks
A catalog of Jupyter Notebooks presenting new techniques to interpret black box machine learning models.
☆15Updated 7 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
- Lightweight, Python library for fast and reproducible experimentation☆136Updated 7 years ago
- ⬛ Python Individual Conditional Expectation Plot Toolbox☆165Updated 5 years ago
- Practical ideas on securing machine learning models☆36Updated 4 years ago
- Examples of implementations of WTTE-RNN☆32Updated 7 years ago
- Analysis of Categorical Encodings for dense Decision Trees☆41Updated 8 years ago
- Playing with various deep learning tools and network architectures☆70Updated 8 years ago
- Performance of various open source GBM implementations☆222Updated last month
- Slides and materials for most of my talks by year☆92Updated 2 years ago
- Repo for the ML_Insights python package☆153Updated 8 months ago
- Distributed, large-scale, benchmarking framework for rigorous assessment of automatic machine learning repositories, projects, and librar…☆30Updated 3 years ago
- ☆96Updated 5 years ago
- A machine learning testing framework for sklearn and pandas. The goal is to help folks assess whether things have changed over time.☆104Updated 4 years ago
- Tutorial for a new versioning Machine Learning pipeline☆80Updated 4 years ago
- Spark implementation of computing Shapley Values using monte-carlo approximation☆78Updated 2 years ago
- Data Exploration in PySpark made easy - Pyspark_dist_explore provides methods to get fast insights in your Spark DataFrames.☆102Updated 6 years ago
- The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning wo…☆172Updated 2 years ago
- Tools that make working with scikit-learn and pandas easier.☆44Updated 3 weeks ago
- Fast, accurate, lightweight, multi-core ML in Python, leveraging Vowpal Wabbit☆21Updated 7 years ago
- Know your ML Score based on Sculley's paper☆34Updated 6 years ago
- this repo might get accepted☆28Updated 4 years ago
- H2OAI Driverless AI Code Samples and Tutorials☆38Updated last year
- Willump Is a Low-Latency Useful Machine learning Platform.☆45Updated 2 years ago
- Simplified tree-based classifier and regressor for interpretable machine learning (scikit-learn compatible)☆46Updated 4 years ago
- The Data Linter identifies potential issues (lints) in your ML training data.☆88Updated 8 years ago
- Some experiments into explaining complex black box ensemble predictions.☆74Updated 5 years ago
- ☆40Updated 9 years ago
- General Interpretability Package☆58Updated 2 years ago
- Public repository for versioning machine learning data☆42Updated 4 years ago
- A collection of IPython Notebooks containing my research.☆20Updated 7 years ago