jphall663 / responsible_xaiLinks
Guidelines for the responsible use of explainable AI and machine learning.
☆17Updated 2 years ago
Alternatives and similar repositories for responsible_xai
Users that are interested in responsible_xai are comparing it to the libraries listed below
Sorting:
- Preprint/draft article/blog on some explainable machine learning misconceptions. WIP!☆28Updated 6 years ago
- Sample use case for Xavier AI in Healthcare conference: https://www.xavierhealth.org/ai-summit-day2/☆27Updated last year
- ☆37Updated 2 months ago
- FairPut - Machine Learning Fairness Framework with LightGBM — Explainability, Robustness, Fairness (by @firmai)☆71Updated 3 years ago
- Notebook demonstrating use of LIME to interpret a model of long-term relationship success☆24Updated 7 years ago
- Python implementation of R package breakDown☆43Updated 2 years ago
- Practical ideas on securing machine learning models☆36Updated 4 years ago
- Predict whether a student will correctly answer a problem based on past performance using automated feature engineering☆32Updated 4 years ago
- Repo for PyData 2019 Tutorial - New Trends in Estimation and Inference☆25Updated 5 years ago
- Content associated with a PyData Seattle 2017 tutorial on Unevenly spaced time series analysis of The Simpsons using pandas☆15Updated 8 years ago
- Repo for the course "Fundamentals of Deep Learning with Pytorch"☆39Updated 3 years ago
- 57th place solution in "Bosch Production Line Performance"☆19Updated 8 years ago
- Quantum Black Hackathon organised by Analytics Vidya☆13Updated 5 years ago
- Slides, videos and other potentially useful artifacts from various presentations on responsible machine learning.☆22Updated 5 years ago
- Paper and talk from KDD 2019 XAI Workshop☆20Updated 5 years ago
- ☆34Updated 8 years ago
- Data Science for Good Projects☆49Updated 6 years ago
- Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.☆105Updated 6 years ago
- ☆13Updated 8 years ago
- A selection of business datasets☆18Updated 5 years ago
- ☆23Updated last year
- ☆16Updated 6 years ago
- a python based module (bot) to generate kaggle baseline kernels☆26Updated 6 years ago
- Presentation on How to use Facebook Prophet☆8Updated 7 years ago
- Slides and materials for most of my talks by year☆92Updated last year
- Slides and code examples for H2O tutorials at various events☆56Updated 7 years ago
- CBM Encoding☆19Updated 4 years ago
- Hypothesis and statistical testing in Python☆64Updated 4 years ago
- Materials for Machine Learning with H2O Open Platform at ODSC Masterclass Summit 2017☆12Updated 8 years ago
- A compiled list of kaggle competitions and their winning solutions for sequence problems.☆35Updated 8 years ago