feature-extraction

It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.

python data-science machine-learning deep-learning information-theory jobs pytorch autograd artificial-intelligence feature-extraction ensemble-learning logistic-regression convolutional-neural-networks bayesian-statistics loss-functions interview-preparation pytorch-tutorial graduate-school jax

UpdatedAug 22, 2025

ZhaoJ9014 /face.evoLVe

Star3.6k

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥

machine-learning computer-vision deep-learning pytorch artificial-intelligence feature-extraction supervised-learning face-recognition face-detection tencent transfer-learning nus convolutional-neural-network data-augmentation face-alignment imbalanced-learning model-training fine-tuning face-landmark-detection hard-negative-mining

UpdatedMar 20, 2025
Python

towhee-io /towhee

Star3.4k

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

machine-learning computer-vision pipeline image-processing embeddings transformer video-processing feature-extraction convolutional-networks vit feature-vector image-retrieval unstructured-data embedding-vectors milvus vision-transformer towhee llm

UpdatedOct 18, 2024
Python

heucoder /dimensionality_reduction_alo_codes

Star2.4k

特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现

python data-reduction feature-extraction

UpdatedMay 10, 2023
Python

metarank /metarank

Star2.2k

A low code Machine Learning personalized ranking service for articles, listings, search results, recommendations that boosts user engagement. A friendly Learn-to-Rank engine

search kubernetes data-science machine-learning scala deep-learning personalization data-engineering feature-extraction ranking neural-networks feature-engineering automl

UpdatedSep 24, 2025
Scala

feature-engine /feature_engine

Sponsor

Star2.2k

Feature engineering package with sklearn like functionality

python data-science machine-learning scikit-learn feature-selection feature-extraction feature-engineering

UpdatedNov 5, 2025
Python

sherlockchou86 /VideoPipe

Star1.9k

A cross-platform video structuring (video analysis) framework. If you find it helpful, please give it a star: ) 跨平台的视频结构化（视频分析）框架，觉得有帮助的请给个星星 : )

opencv ai deep-learning gstreamer cv feature-extraction openai image-classification face-recognition object-detection deepstream image-segmentation similarity-search video-analysis license-plate-recognition reid behaviour-analysis llm multimodal-large-language-models ollama

UpdatedNov 5, 2025
C++

4paradigm /OpenMLDB

Star1.7k

OpenMLDB is an open-source machine learning database that provides a feature platform computing consistent features for training and inference.

machine-learning feature-extraction feature-engineering in-memory-database mlops feature-store featurestore database-for-machine-learning machine-learning-database database-for-ai featureops

UpdatedNov 5, 2025
C++

LastAncientOne /Deep_Learning_Machine_Learning_Stock

Star1.7k

Deep Learning and Machine Learning stocks represent promising opportunities for both long-term and short-term investors and traders.

data-science machine-learning deep-learning neural-network trading algorithms prediction feature-selection feature-extraction stock-market stock-price-prediction technical-analysis stock-data feature-engineering stock-prices stock-prediction stock-analysis financial-engineering stock-trading features-extraction

UpdatedMar 1, 2024
Jupyter Notebook

Yimeng-Zhang /feature-engineering-and-feature-selection

Star1.6k

A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.

python machine-learning data-mining feature-selection feature-extraction feature-engineering

UpdatedSep 24, 2022
Jupyter Notebook

meyda /meyda

Star1.6k

Audio feature extraction for JavaScript.

javascript audio-features feature-extraction music-information-retrieval mir hacktoberfest zero-cross spectral-centroid

UpdatedJul 15, 2024
TypeScript

AIM-Harvard /pyradiomics

Star1.3k

Open-source python package for the extraction of Radiomics features from 2D and 3D images and binary masks. Support:https://discourse.slicer.org/c/community/radiomics

python docker medical-imaging feature-extraction cancer-imaging-research computational-imaging radiomics nci-itcr tcia-dac nci-qin radiomics-features ibsi radiomics-feature-extraction

UpdatedOct 27, 2025
Jupyter Notebook

fraunhoferportugal /tsfel

Star1.1k

An intuitive library to extract features from time series.

data-science time-series feature-extraction classification feature-engineering colab-notebook

UpdatedAug 28, 2025
Python

pykaldi /pykaldi

Star1k

A Python wrapper for Kaldi

python wrapper numpy speech feature-extraction speech-recognition kaldi language-model asr openfst clif

UpdatedJan 23, 2025
Python

astorfi /speechpy

Sponsor

Star884

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

python feature-extraction speech-recognition speechpy

UpdatedDec 15, 2024
Python

benfulcher /hctsa

Star801

Highly comparative time-series analysis

time-series matlab feature-extraction time-series-analysis

UpdatedNov 5, 2025
MATLAB

ashishpatel26 /Amazing-Feature-Engineering

Star748

Feature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features can be used to improve the performance of machine learning algorithms. Feature engineering can be considered as applied machine learning itself.

data-science machine-learning data-mining deep-learning scikit-learn data-visualization feature-selection feature-extraction data-analysis data-scientists feature-engineering features feature-scaling