NitroFE
Feature calculator
A Python feature engineering engine designed to simplify the creation of time-series features with internal value storage for continuous calculation
NitroFE is a Python feature engineering engine which provides a variety of modules designed to internally save past dependent values for providing continuous calculation.
106 stars
4 watching
7 forks
Language: Python
last commit: over 2 years ago
Linked from 1 awesome list
featurefeature-engineeringfeaturesindicatorindicatorsmachine-learningtime-seriestimeseries
Related projects:
Repository | Description | Stars |
---|---|---|
feature-engine/feature_engine | A Python library with multiple transformers to engineer and select features for use in machine learning models. | 1,956 |
digital-chemistry-laboratory/morfeus | A Python package for calculating molecular features. | 165 |
alpha-miner/finance-python | A Python library providing financial calculation tools and technical indicators. | 746 |
iancovert/sage | A Python package for calculating global feature importance using Shapley values in machine learning models | 256 |
ncar/wrf-python | Provides diagnostic and interpolation routines for WRF-ARW model output | 414 |
benfulcher/hctsa | A software package for analyzing time series data by extracting and comparing thousands of features. | 743 |
pbrod/numdifftools | A Python library for automatic numerical differentiation of scalar and vector-valued functions. | 258 |
nf-core/tools | Provides a set of reusable Python functions and tools for bioinformatics and workflow management. | 245 |
nrel/industry-energy-tool | Calculates energy efficiency and fuel switching scenarios for the U.S. industrial sector energy use and emissions | 17 |
nlgranger/seqtools | A Python library to manipulate and transform indexable data | 49 |
openstef/openstef | A package designed to automate machine learning pipelines for short-term energy forecasting using Python. | 94 |
auto-differentiation/xad-py | Provides automatic differentiation capabilities for numerical computations in Python | 12 |
johnsonc/lambdo | A workflow engine for unifying feature engineering and machine learning operations in data analysis pipelines | 1 |
quintoandar/butterfree | A Python library for building data pipelines to create and load features into a feature store using Apache Spark. | 288 |
nrel/atb-calc | Calculates LCOE and other metrics from Annual Technology Baseline (ATB) electricity data | 32 |