Scientific Software
Updated 10 months ago

Feature-engine — Peer-reviewed • Rank 24.3 • Science 93%

Feature-engine: A Python package for feature engineering for machine learning - Published in JOSS (2021)

Mathematics Economics
Scientific Software · Peer-reviewed
Scientific Software
Updated 10 months ago

SpeechPy - A Library for Speech Processing and Recognition — Peer-reviewed • Rank 16.6 • Science 93%

SpeechPy - A Library for Speech Processing and Recognition - Published in JOSS (2018)

Mathematics
Scientific Software · Peer-reviewed
Scientific Software
Updated 10 months ago

graynet — Peer-reviewed • Rank 8.6 • Science 93%

graynet: single-subject morphometric networks for neuroscience connectivity applications - Published in JOSS (2018)

Scientific Software
Updated 10 months ago

Histogram-weighted Networks for Feature Extraction, Connectivity and Advanced Analysis in Neuroscience — Peer-reviewed • Rank 6.3 • Science 93%

Histogram-weighted Networks for Feature Extraction, Connectivity and Advanced Analysis in Neuroscience - Published in JOSS (2017)

Updated 10 months ago

t-elf • Rank 5.5 • Science 85%

Tensor Extraction of Latent Features (T-ELF). Within T-ELF's arsenal are non-negative matrix and tensor factorization solutions, equipped with automatic model determination (also known as the estimation of latent factors - rank) for accurate data modeling. Our software suite encompasses cutting-edge data pre-processing and post-processing modules.

Updated 10 months ago

tsfresh • Rank 26.4 • Science 59%

Automatic extraction of relevant features from time series:

Updated 10 months ago

theft • Rank 16.3 • Science 59%

R package for Tools for Handling Extraction of Features from Time series (theft)

Updated 10 months ago

pyfeats • Rank 6.2 • Science 67%

[GitHub 2021] Open source software for image feature extraction.

Updated 10 months ago

pliers • Rank 14.0 • Science 54%

Automated feature extraction in Python

Updated 10 months ago

tsfel • Rank 19.2 • Science 39%

An intuitive library to extract features from time series.

Updated 10 months ago

iSEE • Rank 19.0 • Science 36%

R/shiny interface for interactive visualization of data in SummarizedExperiment objects

Updated 10 months ago

upgini • Rank 17.5 • Science 26%

Data search & enrichment library for Machine Learning → Easily find and add relevant features to your ML & AI pipeline from hundreds of public and premium external data sources, including open & commercial LLMs

Updated 10 months ago

msmbuilder • Rank 14.4 • Science 20%

:building_construction: Statistical models for biomolecular dynamics :building_construction:

Updated 10 months ago

https://github.com/brucewlee/lftk • Rank 11.0 • Science 23%

[BEA @ ACL 2023] General-purpose tool for linguistic features extraction; Tested on readability assessment, essay scoring, fake news detection, hate speech detection, etc.

Updated 10 months ago

GFM • Rank 6.3 • Science 26%

Generalized factor model for ultrahigh dimensional mixed-type data

Updated 10 months ago

lcc • Rank 9.2 • Science 23%

Package for machine learning of astronomical objects such as light curves

Updated 10 months ago

basictenfeaturesextractor • Science 44%

A simple PlatformIO library for extracting basic ten features per axis from a window or segment of 3 axis accelerometer or similar sensor data for ESP32 or similar boards

Updated 10 months ago

sentetik • Science 44%

Synthetic data generation package to balance imblanaced datasets

Updated 10 months ago

asaca-automatic-speech-analysis-for-cognitive-assessment • Science 44%

The automatic system that can extract PRAAT-like speech features from raw speech wav files, and also can get low WER (<10) high quality transcriptions at the same time.

Updated 10 months ago

stabilo • Science 49%

🌀 Stabilo is a Python package for stabilizing video frames or object trajectories using advanced transformation techniques. It supports user-defined masks to exclude specific areas, making it ideal for dynamic scenes with moving objects. Unlike traditional stabilization, it stabilizes content relative to a chosen reference frame.

Updated 10 months ago

mockfeatures • Science 54%

Mock Features pipeline

Updated 10 months ago

tscan • Science 44%

T-scan: an analysis tool for dutch texts to assess the complexity of the text, based on original work by Rogier Kraf

Updated 10 months ago

stabilityselection • Science 57%

Perform stability selection in matlab using a variety of feature selection methods

Updated 10 months ago

conveyorvision-bag-counter • Science 44%

ConveyorVision is an innovative real-time system designed to automate the counting and tracking of cement bags on conveyor belts. Utilizing cutting-edge deep learning techniques like YOLOv8 for object detection and Byte tracker for precise tracking, ConveyorVision accurately monitors cement bags as they traverse the conveyor belt.

Updated 10 months ago

https://github.com/berenslab/ephyspy • Science 13%

A Python package for electrophysiological feature extraction for patch-clamp experiments.

Updated 10 months ago

https://github.com/desbordante/desbordante-core • Science 49%

Desbordante is a high-performance data profiler that is capable of discovering many different patterns in data using various algorithms. It also allows to run data cleaning scenarios using these algorithms. Desbordante has a console version and an easy-to-use web application.

Updated 10 months ago

bluepyefe • Science 67%

BluePyEfe: Blue Brain Python E-feature extraction

Updated 10 months ago

ppgfeat • Science 41%

This app takes unfiltered PPG waveform as input and SQI table (Optional) and store single PPG segment.

Updated 10 days ago

pyhctsa: A Python package for highly comparative time-series analysis • Science 92%

pyhctsa: A Python package for highly comparative time-series analysis - Published in JOSS (2026)

Updated 10 months ago

https://github.com/asreview/asreview-multilingual-feature-extractor • Science 23%

A model extension for ASReview. ASReview multilingual feature extractor is a feature extractor based on distiluse-base-multilingual-cased-v1.

Updated 10 months ago

hogpp • Science 44%

Fast computation of rectangular histogram of oriented gradients (R-HOG) features using integral histogram