Python feature-extraction

Open-source Python projects categorized as feature-extraction
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Top 18 Python feature-extraction Projects

feature-extraction

  1. EfficientNet-PyTorch

    A PyTorch implementation of EfficientNet

  2. InfluxDB

    InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

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  3. towhee

    Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

  4. tsfel

    An intuitive library to extract features from time series.

  5. pykaldi

    A Python wrapper for Kaldi

  6. speechpy

    :speech_balloon: SpeechPy - A Library for Speech Processing and Recognition: http://speechpy.readthedocs.io/en/latest/

  7. tsflex

    Flexible time series feature extraction & processing

  8. PyTorch-Model-Compare

    Compare neural networks by their feature similarity

  9. Sevalla

    Deploy and host your apps and databases, now with $50 credit! Sevalla is the PaaS you have been looking for! Advanced deployment pipelines, usage-based pricing, preview apps, templates, human support by developers, and much more!

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  10. upgini

    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

  11. Image2CAD

    An application to translate raster image of CAD drawing sheet to a user editable DXF format.

  12. BIOBSS

    A package for processing signals recorded using wearable sensors, such as Electrocardiogram (ECG), Photoplethysmogram (PPG), Electrodermal activity (EDA) and 3-axis acceleration (ACC).

  13. torchextractor

    Feature extraction made simple with torchextractor

  14. DeepMalwareDetector

    A Deep Learning framework that analyses Windows PE files to detect malicious Softwares.

  15. feets

    feATURE eXTRACTOR FOR tIME sERIES

  16. mapextrackt

    Pytorch Feature Map Extractor

  17. tasnif

    A Python toolkit for image clustering using deep learning, PCA, and K-means, with support for GPU and CPU processing. Simplify your image analysis projects with advanced embeddings, dimensionality reduction, and automated visual categorization.

  18. wordview

    A Python package for Exploratory Data Analysis (EDA) for text-based data.

  19. fibs-reporter

    Automatically generate a pdf report containing feature importance, baseline modelling, spurious correlation detection, and more, from a single command line input for any given ML CSV file

  20. Unredactor

    In this project we are tryinbg to create unredactor. Unredactor will take a redacted document and the redacted flag as input, inreturn it will give the most likely candidates to fill in redacted location. In this project we are only considered about unredacting names only. The data that we are considering is imdb data set with many review files. These files are used to buils corpora for finding tfidf score. Few files are used to train and in these files names are redacted and written into redact

  21. SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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Index

What are some of the best open-source feature-extraction projects in Python? This list will help you:

# Project Stars
1 EfficientNet-PyTorch 8,126
2 towhee 3,413
3 tsfel 1,038
4 pykaldi 1,027
5 speechpy 884
6 tsflex 427
7 PyTorch-Model-Compare 369
8 upgini 337
9 Image2CAD 135
10 BIOBSS 127
11 torchextractor 101
12 DeepMalwareDetector 74
13 feets 53
14 mapextrackt 48
15 tasnif 37
16 wordview 10
17 fibs-reporter 5
18 Unredactor 0

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InfluxDB – Built for High-Performance Time Series Workloads
InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
www.influxdata.com
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