fatml

There are 0 repository under fatml topic.

jphall663 / interpretable_machine_learning_with_python
Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.
machine-learning python fatml xai gradient-boosting-machine decision-tree data-science fairness interpretable-machine-learning interpretability machine-learning-interpretability iml accountability transparency data-mining interpretable-ml interpretable interpretable-ai lime h2o
Language:Jupyter Notebook 661
h2oai / mli-resources
H2O.ai Machine Learning Interpretability Resources
machine-learning python jupyter-notebooks interpretability data-science data-mining h2o mli xai fatml transparency accountability fairness xgboost machine-learning-interpretability iml interpretable-machine-learning interpretable-ml interpretable-ai explainable-ml
Language:Jupyter Notebook 478
jphall663 / hc_ml
Slides, videos and other potentially useful artifacts from various presentations on responsible machine learning.
accountability data-mining data-science explainable-ai explainable-ml fairness fairness-ai fairness-ml fatml iml interpretability interpretable-ai interpretable-machine-learning interpretable-ml machine-learning machine-learning-interpretability transparency xai
Language:TeX 22
navdeep-G / interpretable-ml
Techniques & resources for training interpretable ML models, explaining ML models, and debugging ML models.
machine-learning machine-learning-interpretability interpretable-machine-learning python fatml xai gradient-boosting-machine decision-trees data-science fairness interpretability iml accountability transparency data-mining interpretable-ml interpretable interpretable-ai lime
Language:Jupyter Notebook 19
h2oai / article-information-2019
Article for Special Edition of Information: Machine Learning with Python
machine-learning python fatml xai data-science fairness-ai fairness-ml fairness-testing interpretable-machine-learning interpretable-ai interpretable-ml machine-learning-interpretability iml explainable-ai explainable-ml
Language:Jupyter Notebook 13
jphall663 / jsm_2018_paper
Paper for 2018 Joint Statistical Meetings: https://ww2.amstat.org/meetings/jsm/2018/onlineprogram/AbstractDetails.cfm?abstractid=329539
data-mining data-science explainable-ml fatml iml interpretability interpretable-ai interpretable-machine-learning interpretable-ml machine-learning machine-learning-interpretability python transparency xai
Language:TeX 10