jphall663 / hc_mlLinks
Slides, videos and other potentially useful artifacts from various presentations on responsible machine learning.
☆22Updated 5 years ago
Alternatives and similar repositories for hc_ml
Users that are interested in hc_ml are comparing it to the libraries listed below
Sorting:
- ☆37Updated 4 months ago
- Practical ideas on securing machine learning models☆36Updated 4 years ago
- H2OAI Driverless AI Code Samples and Tutorials☆37Updated 10 months ago
- This is a repo for all the tutorials put out by H2O.ai. This includes learning paths for Driverless AI, H2O-3, Sparkling Water and more..…☆134Updated last year
- Python implementation of R package breakDown☆43Updated 2 years ago
- Repository for the research and implementation of categorical encoding into a Featuretools-compatible Python library☆51Updated 3 years ago
- Tutorial given at PyData LA 2018☆97Updated last year
- ☆102Updated 2 years ago
- Paper and talk from KDD 2019 XAI Workshop☆20Updated 5 years ago
- Automated Exploratory Data Analysis. Simplifying Data Exploration☆36Updated 5 years ago
- Data Scientist code test☆19Updated 5 years ago
- vtreat is a data frame processor/conditioner that prepares real-world data for predictive modeling in a statistically sound manner. Distr…☆121Updated 8 months ago
- Workshop materials for ODSC 2019 Interpretability Talk☆25Updated 5 years ago
- Applied Machine Learning with Python☆80Updated last year
- A full example for causal inference on real-world retail data, for elasticity estimation☆52Updated 4 years ago
- Data Analysis Baseline Library☆133Updated 10 months ago
- Workshop on Target Leakage in Machine Learning I taught at ODSC Europe 2018 (London) and ODSC East 2019, 2020 (Boston)☆37Updated 5 years ago
- Tutorial covering a new workflow available going from pandas to scikit-learn☆40Updated 2 years ago
- ☆44Updated 2 years ago
- ☆16Updated 6 years ago
- Notebook and slides for my talk at Pydata NYC 2018☆88Updated last year
- Forecasting Uber demand in NYC neighborhoods☆34Updated 7 years ago
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆82Updated 3 years ago
- Pytest for Data Science Beginners☆59Updated 6 years ago
- Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.☆105Updated 6 years ago
- Python data science and machine learning from Ted Petrou with Dunder Data☆55Updated 2 years ago
- In which I play with the ideas surrounding causality☆53Updated 3 years ago
- ⬛ Python Individual Conditional Expectation Plot Toolbox☆165Updated 5 years ago
- Predict whether a student will correctly answer a problem based on past performance using automated feature engineering☆32Updated 5 years ago
- Notebook demonstrating use of LIME to interpret a model of long-term relationship success☆24Updated 8 years ago