SauceCat / Nuance
Visualization ideas for data science
☆19Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for Nuance
- State management framework for Data Science & Analytics☆19Updated 5 years ago
- Distributed, large-scale, benchmarking framework for rigorous assessment of automatic machine learning repositories, projects, and librar…☆30Updated 2 years ago
- Python implementation of R package breakDown☆41Updated last year
- Repository for the research and implementation of categorical encoding into a Featuretools-compatible Python library☆50Updated 2 years ago
- Fast, accurate, lightweight, multi-core ML in Python, leveraging Vowpal Wabbit☆21Updated 6 years ago
- Predict whether a student will correctly answer a problem based on past performance using automated feature engineering☆32Updated 4 years ago
- Tuning GBMs (hyperparameter tuning) and impact on out-of-sample predictions☆21Updated 7 years ago
- ☆11Updated 6 years ago
- Analysis of Categorical Encodings for dense Decision Trees☆41Updated 7 years ago
- ☆13Updated 7 years ago
- An in depth tutorial on sklearn's Pipeline and FeatureUnion classes.☆16Updated 7 years ago
- Know your ML Score based on Sculley's paper☆34Updated 5 years ago
- A collection of IPython Notebooks containing my research.☆20Updated 6 years ago
- Automated Exploratory Data Analysis. Simplifying Data Exploration☆34Updated 4 years ago
- Paper and talk from KDD 2019 XAI Workshop☆20Updated 4 years ago
- NOTE: skutil is now deprecated. See its sister project: https://github.com/tgsmith61591/skoot. Original description: A set of scikit-lear…☆30Updated 6 years ago
- A tutorial in impact encoding for categorical features☆11Updated 6 years ago
- GBM multicore scaling: h2o, xgboost and lightgbm on multicore and multi-socket systems☆20Updated 6 years ago
- PyDataLondonTutorial☆26Updated 8 years ago
- Notebook demonstrating use of LIME to interpret a model of long-term relationship success☆24Updated 7 years ago
- vtreat is a data frame processor/conditioner that prepares real-world data for predictive modeling in a statistically sound manner. Distr…☆120Updated 5 months ago
- Practical ideas on securing machine learning models☆36Updated 3 years ago
- Simplified tree-based classifier and regressor for interpretable machine learning (scikit-learn compatible)☆47Updated 3 years ago
- this repo might get accepted☆29Updated 3 years ago
- ☆15Updated 2 years ago
- python library for automated dataset normalization☆112Updated last year
- A scikit-learn compatible estimator based on business-rules with interactive dashboard included☆28Updated 3 years ago
- Helpers for constructing scikit-learn grid search☆37Updated 4 years ago