tcassou / mlencodersLinks
Machine Learning encoders for feature transformation & engineering: target encoder, weight of evidence, label encoder.
☆23Updated 5 years ago
Alternatives and similar repositories for mlencoders
Users that are interested in mlencoders are comparing it to the libraries listed below
Sorting:
- ☆24Updated 2 years ago
- Time Series Forecasting Framework☆41Updated 2 years ago
- A package for data science practitioners. This library implements a number of helpful, common data transformations with a scikit-learn fr…☆57Updated 4 years ago
- A sklearn-compatible Python implementation of Multifactor Dimensionality Reduction (MDR) for feature construction.☆125Updated 5 months ago
- a feature engineering wrapper for sklearn☆52Updated 5 years ago
- Python utilities for Machine Learning competitions☆32Updated 8 years ago
- A Keras-based library for analysis of time series data using deep learning algorithms.☆116Updated 7 years ago
- Examples and tutorials to the steppy library☆21Updated 7 years ago
- Embed categorical variables via neural networks.☆59Updated 2 years ago
- (Python, R) Cost-sensitive multiclass classification (Weighted-All-Pairs, Filter-Tree & others)☆49Updated 6 months ago
- Library for machine learning stacking generalization.☆118Updated 6 years ago
- General Interpretability Package☆58Updated 2 years ago
- Hierarchical Time Series Forecasting using Prophet☆144Updated 4 years ago
- Using Imblearn To Tackle Imbalanced Data Sets☆37Updated 9 years ago
- Python implementation of machine learning metrics☆14Updated 8 years ago
- Predict taxi trip duration based on historical trips using automated feature engineering☆62Updated 5 years ago
- Practical Deep Learning resources for Time series analysis and forecasting☆85Updated 4 years ago
- Analysis of Categorical Encodings for dense Decision Trees☆41Updated 8 years ago
- NOTE: skutil is now deprecated. See its sister project: https://github.com/tgsmith61591/skoot. Original description: A set of scikit-lear…☆31Updated 7 years ago
- Some work on Kaggle data for fun☆64Updated 8 years ago
- Example usage of scikit-hts☆57Updated 3 years ago
- Discover relevant information about categorical data with entity embeddings using Neural Networks (powered by Keras)☆70Updated 2 years ago
- A helper library for data science pipeline☆36Updated 6 years ago
- Repository for the research and implementation of categorical encoding into a Featuretools-compatible Python library☆51Updated 3 years ago
- Creating a better validation set when test examples differ from training examples☆102Updated 9 years ago
- Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.☆105Updated 6 years ago
- An implementation of the minimum description length principal expert binning algorithm by Usama Fayyad☆104Updated 2 years ago
- This is the native Python implementation of CPT(compact Prediction Tree)☆46Updated 6 years ago
- Automated machine learning (AutoML) with grammar-based genetic programming☆54Updated last year
- Scikit-learn API toy wrapper for Regularized Greedy Forests☆44Updated 9 years ago