WinVector / pyvtreat
vtreat is a data frame processor/conditioner that prepares real-world data for predictive modeling in a statistically sound manner. Distributed under a BSD-3-Clause license.
☆120Updated 3 months ago
Alternatives and similar repositories for pyvtreat:
Users that are interested in pyvtreat are comparing it to the libraries listed below
- Performance of various open source GBM implementations☆217Updated 9 months ago
- Python implementation of R package breakDown☆42Updated last year
- A library that unifies the API for most commonly used libraries and modeling techniques for time-series forecasting in the Python ecosyst…☆151Updated last year
- An extension of CatBoost to probabilistic modelling☆142Updated last year
- Hierarchical Time Series Forecasting with a familiar API☆224Updated last year
- General Interpretability Package☆58Updated 2 years ago
- Patsy Adaptors for Scikit-learn☆48Updated 6 years ago
- Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.☆105Updated 6 years ago
- Repo for the ML_Insights python package☆150Updated last year
- Time should be taken seer-iously☆314Updated 2 years ago
- Repository with code, notebook and slides for my talk at PyConDE & PyData Berlin 2019☆36Updated 2 years ago
- Repository for the research and implementation of categorical encoding into a Featuretools-compatible Python library☆51Updated 2 years ago
- GAM timeseries modeling with auto-changepoint detection. Inspired by Facebook Prophet and implemented in PyMC3☆327Updated 4 years ago
- Hierarchical and Grouped Time Series☆110Updated 3 months ago
- python library for automated dataset normalization☆114Updated last year
- ☆30Updated 7 years ago
- scikit-learn-inspired time series☆200Updated last year
- scikit-learn-compatible estimators from Civis Analytics☆59Updated 3 years ago
- Automatically export Jupyter notebooks to various file formats (.py, .html, and more) on save.☆77Updated last year
- ☆90Updated 4 years ago
- Learn Pyro through the M5 forecasting competition☆84Updated 5 years ago
- Data exploration library with a pandas-like API☆74Updated 4 years ago
- Buy Till You Die and Customer Lifetime Value statistical models in Python.☆116Updated 11 months ago
- mlmachine accelerates machine learning experimentation☆30Updated 3 years ago
- A package for data science practitioners. This library implements a number of helpful, common data transformations with a scikit-learn fr…☆57Updated 3 years ago
- Automated Exploratory Data Analysis. Simplifying Data Exploration☆34Updated 4 years ago
- Hierarchical Time Series Forecasting using Prophet☆144Updated 4 years ago
- Python package for Imputation Methods☆248Updated last year
- stratx is a library for A Stratification Approach to Partial Dependence for Codependent Variables☆66Updated 11 months ago
- Work-In-Progress: conjoint analysis in Python☆52Updated 6 years ago