tgsmith61591 / skootLinks
A package for data science practitioners. This library implements a number of helpful, common data transformations with a scikit-learn friendly interface in an effort to expedite the modeling process.
☆57Updated 3 years ago
Alternatives and similar repositories for skoot
Users that are interested in skoot are comparing it to the libraries listed below
Sorting:
- Machine Learning encoders for feature transformation & engineering: target encoder, weight of evidence, label encoder.☆23Updated 4 years ago
- General Interpretability Package☆58Updated 2 years ago
- Summarise and explore Pandas DataFrames☆98Updated 4 years ago
- Patsy Adaptors for Scikit-learn☆48Updated 6 years ago
- Python implementation of R package breakDown☆43Updated last year
- a feature engineering wrapper for sklearn☆51Updated 4 years ago
- ☆30Updated 7 years ago
- Set-oriented Operations in Pandas☆24Updated 5 years ago
- Helpers for constructing scikit-learn grid search☆38Updated 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 4 months ago
- Scripts for paper "Encoding high-cardinality string categorical variables"☆24Updated 5 years ago
- Experimental Gradient Boosting Machines in Python with numba.☆184Updated 6 years ago
- A `select` accessor for easier subsetting of pandas DataFrames and Series☆34Updated last year
- Universal 1d/2d data containers with Transformers functionality for data analysis.☆26Updated 2 years ago
- Public repository for versioning machine learning data☆42Updated 3 years ago
- python library for automated dataset normalization☆115Updated last year
- Tools that make working with scikit-learn and pandas easier.☆44Updated last year
- Interactive cleaning for Pandas DataFrames☆15Updated 5 years ago
- Automated Data Science and Machine Learning library to optimize workflow.☆104Updated 2 years ago
- Analysis of Categorical Encodings for dense Decision Trees☆41Updated 8 years ago
- A collection of helpers for Jupyter/IPython☆47Updated 3 years ago
- Automated Exploratory Data Analysis. Simplifying Data Exploration☆36Updated 4 years ago
- Work-In-Progress: conjoint analysis in Python☆52Updated 7 years ago
- Experimental library for sampling and validating scikit-learn parameters☆10Updated 6 years ago
- Another library for defensive data analysis.☆28Updated 6 years ago
- Exploratory code to see if we can learn about feature relationships in a DataFrame using machine learning☆55Updated 5 years ago
- Data exploration library with a pandas-like API☆74Updated 4 years ago
- Repository for the research and implementation of categorical encoding into a Featuretools-compatible Python library☆51Updated 2 years ago
- Pandas Msgpack☆23Updated 2 years ago
- Tutorial for a new versioning Machine Learning pipeline☆80Updated 3 years ago