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Top 19 Python feature-extraction Projects
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towhee
Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.
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speechpy
:speech_balloon: SpeechPy - A Library for Speech Processing and Recognition: http://speechpy.readthedocs.io/en/latest/
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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
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BIOBSS
A package for processing signals recorded using wearable sensors, such as Electrocardiogram (ECG), Photoplethysmogram (PPG), Electrodermal activity (EDA) and 3-axis acceleration (ACC).
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Image2CAD
An application to translate raster image of CAD drawing sheet to a user editable DXF format.
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DeepMalwareDetector
A Deep Learning framework that analyses Windows PE files to detect malicious Softwares.
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Project mention: Volga – Open-Source Feature Engine for Real-Time AI | news.ycombinator.com | 2024-04-08
Volga is an open-source feature calculation engine for real-time ML systems aimed to remove dependency on complex Spark/Flink setups and managed feature platforms like Tecton.ai, Fennel.ai, FeatureForm, Chalk.ai
Github - https://github.com/anovv/volga
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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.
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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
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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
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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).
Python feature-extraction discussion
Python feature-extraction related posts
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Show HN: Llama 3.2 Interpretability with Sparse Autoencoders
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[P] tsflex: flexible and efficient feature extraction for time series
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Request - a good book for anomaly detection on time series
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Class or Functions?
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Image2CAD – translate a raster image of CAD drawing to user editable DXF
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[D] Visualize network activation in non-classification models
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A note from our sponsor - SaaSHub
www.saashub.com | 27 Mar 2025
Index
What are some of the best open-source feature-extraction projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | EfficientNet-PyTorch | 7,991 |
| 2 | towhee | 3,341 |
| 3 | pykaldi | 1,011 |
| 4 | tsfel | 991 |
| 5 | speechpy | 884 |
| 6 | tsflex | 413 |
| 7 | PyTorch-Model-Compare | 352 |
| 8 | upgini | 327 |
| 9 | BIOBSS | 121 |
| 10 | Image2CAD | 106 |
| 11 | torchextractor | 100 |
| 12 | DeepMalwareDetector | 73 |
| 13 | feets | 53 |
| 14 | mapextrackt | 48 |
| 15 | volga | 40 |
| 16 | tasnif | 36 |
| 17 | wordview | 11 |
| 18 | fibs-reporter | 5 |
| 19 | Unredactor | 0 |
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