Stars
A game theoretic approach to explain the output of any machine learning model.
Tigramite is a python package for causal inference with a focus on time series data. The Tigramite documentation is at
Feature exploration for supervised learning
A python library for time-series smoothing and outlier detection in a vectorized way.
DeltaPy - Tabular Data Augmentation (by @firmai)
trend / momentum and other patterns in financial timeseries
PyImpetus is a Markov Blanket based feature subset selection algorithm that considers features both separately and together as a group in order to provide not just the best set of features but also…
Recombinator is a Python package for statistical resampling in Python. It provides various algorithms for the iid bootstrap, the block bootstrap, as well as optimal block-length selection.
A systematic CPU/GPU performance study of lightgbm and xgboost classifiers for different data shapes and hardware setups.