Top 19 Python feature-extraction Projects

• EfficientNet-PyTorch

  2 7,715 0.0 Python

  A PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)

• towhee

  26 2,970 8.6 Python

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

  

Project mention: FLaNK Stack Weekly for 14 Aug 2023 | dev.to | 2023-08-14

• InfluxDB

  www.influxdata.com sponsored

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• pykaldi

  2 977 5.7 Python

  A Python wrapper for Kaldi

  

• speechpy

  0 880 0.0 Python

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

• tsfel

  1 847 7.9 Python

  An intuitive library to extract features from time series.

  

• tsflex

  3 359 6.3 Python

  Flexible time series feature extraction & processing

  

• PyTorch-Model-Compare

  3 307 0.0 Python

  Compare neural networks by their feature similarity

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

• upgini

  16 289 9.1 Python

  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

  

Project mention: The fastest way to improve quality of ML model on tabular data | /r/learnmachinelearning | 2023-06-18

web: https://upgini.com

• opensmile-python

  1 215 6.7 Python

  Python package for openSMILE

  

• torchextractor

  1 99 4.2 Python

  Feature extraction made simple with torchextractor

• BIOBSS

  1 90 1.5 Python

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

  

• Image2CAD

  1 76 0.0 Python

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

• DeepMalwareDetector

  1 65 0.0 Python

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

• mapextrackt

  1 46 0.0 Python

  Pytorch Feature Map Extractor

  

• volga

  1 26 8.8 Python

  Feature Engine for real-time AI/ML

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

• tasnif

  1 22 8.1 Python

  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.

Project mention: Python toolkit for image clustering using PCA and K-means with support for GPU | news.ycombinator.com | 2024-03-12

• wordview

  1 11 9.3 Python

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

Project mention: [P] Open-source Python package for Exploratory Data Analysis for modern NLP applications looking for contributors. | /r/MachineLearning | 2023-09-11

If you're working on NLP and you're serious about understanding your data, check out Wordview.

• fibs-reporter

  1 5 10.0 Python

  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

• Unredactor

  1 0 10.0 Python

  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

• SaaSHub

  www.saashub.com sponsored

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

  

Python feature-extraction related posts

• [P] tsflex: flexible and efficient feature extraction for time series
  2 projects | /r/MachineLearning | 12 Nov 2021
• Request - a good book for anomaly detection on time series
  1 project | /r/datascience | 24 Sep 2021
• Class or Functions?
  1 project | /r/learnpython | 12 May 2021
• Image2CAD – translate a raster image of CAD drawing to user editable DXF
  1 project | news.ycombinator.com | 4 Mar 2021
• [D] Visualize network activation in non-classification models
  1 project | /r/MachineLearning | 19 Jan 2021
• A note from our sponsor - SaaSHub
  www.saashub.com | 19 Apr 2024

  SaaSHub helps you find the best software and product alternatives Learn more →

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