navdeep-G / interpretable-ml
Techniques & resources for training interpretable ML models, explaining ML models, and debugging ML models.
☆21Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for interpretable-ml
- Repo for PyData 2019 Tutorial - New Trends in Estimation and Inference☆26Updated 5 years ago
- Data Scientist code test☆19Updated 4 years ago
- Comparing Polars to Pandas and a small introduction☆43Updated 3 years ago
- Guidelines for the responsible use of explainable AI and machine learning.☆17Updated last year
- ☆15Updated 2 years ago
- ☆15Updated 6 years ago
- Python implementation of R package breakDown☆41Updated last year
- ☆35Updated 9 months ago
- Model drift detection☆11Updated last year
- Notes for short course on econometrics in Stan☆10Updated 7 years ago
- A `select` accessor for easier subsetting of pandas DataFrames and Series☆34Updated last year
- Practical ideas on securing machine learning models☆36Updated 3 years ago
- Simple validator for submissions to DrivenData competitions☆19Updated 5 years ago
- Portfolio of Allen Downey at Olin College☆20Updated last year
- Paper and talk from KDD 2019 XAI Workshop☆20Updated 4 years ago
- ☆14Updated last year
- ☆11Updated 6 years ago
- Notebook demonstrating use of LIME to interpret a model of long-term relationship success☆24Updated 7 years ago
- Miscellaneous repository for code content related to my Medium posts.☆9Updated 4 years ago
- Slideshow template for Voilà based on RevealJS☆16Updated 3 years ago
- Distributed, large-scale, benchmarking framework for rigorous assessment of automatic machine learning repositories, projects, and librar…☆30Updated 2 years ago
- A utility tool to automate certain tasks with Jupyter notebooks.☆9Updated 8 months ago
- Bayesian statistics seminars☆30Updated 7 years ago
- Materials for the SciPy 2019 RAPIDS tutorial☆21Updated 5 years ago
- A scikit-learn compatible estimator based on business-rules with interactive dashboard included☆28Updated 3 years ago
- Hosting the scikit-learn blog.☆15Updated last month
- Productivity Utilities for Data Science with Python Notebooks☆5Updated 4 years ago
- Visualization ideas for data science☆19Updated 6 years ago
- Enterprise Solution for Text Classification (using BERT)☆10Updated last year