Informationsfabrik / feature-engineering
☆14Updated 4 years ago
Related projects: ⓘ
- Python implementation of R package breakDown☆41Updated last year
- Helpers for scikit learn☆16Updated last year
- Distributed, large-scale, benchmarking framework for rigorous assessment of automatic machine learning repositories, projects, and librar…☆30Updated 2 years ago
- Surrogate Assisted Feature Extraction☆35Updated 3 years ago
- General Interpretability Package☆58Updated last year
- A scikit-learn compatible estimator based on business-rules with interactive dashboard included☆28Updated 3 years ago
- Workshop on Target Leakage in Machine Learning I taught at ODSC Europe 2018 (London) and ODSC East 2019, 2020 (Boston)☆36Updated 4 years ago
- Train multi-task image, text, or ensemble (image + text) models☆45Updated last year
- Paper and talk from KDD 2019 XAI Workshop☆20Updated 4 years ago
- A few baselines with a standard tabular model☆38Updated 4 years ago
- ☆22Updated this week
- Practical ideas on securing machine learning models☆36Updated 3 years ago
- Random stuff I've been working on☆28Updated 8 months ago
- H2OAI Driverless AI Code Samples and Tutorials☆37Updated 2 years ago
- ☆20Updated this week
- Preprint/draft article/blog on some explainable machine learning misconceptions. WIP!☆28Updated 5 years ago
- ☆22Updated last year
- Pre-Modelling Analysis of the data, by doing various exploratory data analysis and Statistical Test.☆50Updated last year
- State management framework for Data Science & Analytics☆19Updated 4 years ago
- Data Scientist code test☆19Updated 4 years ago
- stratx is a library for A Stratification Approach to Partial Dependence for Codependent Variables☆64Updated 4 months ago
- Predict whether a student will correctly answer a problem based on past performance using automated feature engineering☆32Updated 4 years ago
- Threshold analysis☆12Updated 4 years ago
- Notebook demonstrating use of LIME to interpret a model of long-term relationship success☆23Updated 7 years ago
- scikit-learn gradient-boosting-model interactions☆25Updated last year
- A machine learning testing framework for sklearn and pandas. The goal is to help folks assess whether things have changed over time.☆99Updated 2 years ago
- this repo might get accepted☆29Updated 3 years ago
- Predict whether or not a patient will show up to their next appointment using automated feature engineering☆29Updated 4 years ago
- Repository for the research and implementation of categorical encoding into a Featuretools-compatible Python library☆50Updated 2 years ago
- Categorical Embedder is a python package that let's you convert your categorical variables into numeric via Neural Networks☆25Updated 4 years ago