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4paradigm / openmldb

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

Organization: 4paradigm

Home Page: https://openmldb.ai

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

feature-extraction,:art: Color recognition & classification & detection on webcam stream / on video / on single image using K-Nearest Neighbors (KNN) is trained with color histogram features by OpenCV.

User: ahmetozlu

Home Page: https://youtu.be/05PYXwBw3Z0

color-recognition color-detection color-classification color-histogram knn-classification opencv-python numpy computer-vision machine-learning data-science

aikho / awesome-feature-engineering

feature-extraction,A curated list of resources dedicated to Feature Engineering Techniques for Machine Learning

User: aikho

ai data-science feature-engineering feature-extraction machine-learning

aim-harvard / pyradiomics

feature-extraction,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

Organization: aim-harvard

Home Page: http://pyradiomics.readthedocs.io/

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

alicevision / popsift

feature-extraction,PopSift is an implementation of the SIFT algorithm in CUDA.

Organization: alicevision

Home Page: https://popsift.readthedocs.io

computer-vision sift feature-extraction image-processing cuda gpu

antixk / pytorch-model-compare

feature-extraction,Compare neural networks by their feature similarity

User: antixk

pytorch deep-learning neural-networks cka transformers imagenet feature-extraction pip torch-cka

ar1st0crat / nwaves

feature-extraction,.NET DSP library with a lot of audio processing functions

User: ar1st0crat

audio dsp filtering sound-effects feature-extraction psychoacoustics sound-synthesis wav mfcc lpc

ashishpatel26 / amazing-feature-engineering

feature-extraction,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.

User: ashishpatel26

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

astorfi / speechpy

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

User: astorfi

speech-recognition python feature-extraction speechpy

audeering / opensmile

feature-extraction,The Munich Open-Source Large-Scale Multimedia Feature Extractor

Organization: audeering

Home Page: https://audeering.github.io/opensmile/

machine-learning feature-extraction audio

autoviml / featurewiz

feature-extraction,Use advanced feature engineering strategies and select best features from your data set with a single line of code. Created by Ram Seshadri. Collaborators welcome.

User: autoviml

feature-engineering categorical-variables best-encoders feature-engg rfe rfecv feature-extraction feature-selection featuretools xgboost

benfulcher / hctsa

feature-extraction,Highly comparative time-series analysis

User: benfulcher

Home Page: https://time-series-features.gitbook.io/hctsa-manual/

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

blue-yonder / tsfresh

feature-extraction,Automatic extraction of relevant features from time series:

Organization: blue-yonder

Home Page: http://tsfresh.readthedocs.io

data-science feature-extraction time-series

boltzmannentropy / interviews.ai

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.

User: boltzmannentropy

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

chrischoy / fcgf

feature-extraction,Fully Convolutional Geometric Features: Fast and accurate 3D features for registration and correspondence.

User: chrischoy

3d feature-extraction correspondence fully-convolutional neural-network registration pytorch minkowskiengine sparse-tensor

desbordante / desbordante-core

feature-extraction,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.

Organization: desbordante

data-analytics data-cleaning data-cleansing data-engineering data-exploration data-mining data-profiling data-science data-wrangling data-preprocessing

dodiku / audioowl

feature-extraction,Fast and simple music and audio analysis using RNN in Python 🕵️‍♀️ 🥁

User: dodiku

audio analysis music mir python ml rnn data machine-learning music-information-retrieval

duxuhao / feature-selection

feature-extraction,Features selector based on the self selected-algorithm, loss function and validation method

User: duxuhao

Home Page: https://pypi.org/project/MLFeatureSelection/

machine-learning feature-engineering feature-selection data-science greedy-search feature-importance feature-extraction

dynamicsandneuralsystems / catch22

feature-extraction,catch22: CAnonical Time-series CHaracteristics

Organization: dynamicsandneuralsystems

Home Page: https://time-series-features.gitbook.io/catch22

feature-extraction time-series time-series-analysis

easystats / parameters

feature-extraction,:bar_chart: Computation and processing of models' parameters

Organization: easystats

Home Page: https://easystats.github.io/parameters/

beta bootstrap ci confidence-intervals data-reduction easystats fa feature-extraction feature-reduction hacktoberfest parameters pca pvalues r r-package regression-models robust-statistics standardize standardized-estimates statistical-models

evinism / mistql

feature-extraction,A query / expression language for performing computations on JSON-like structures. Tuned for clientside ML feature extraction.

User: evinism

Home Page: https://mistql.com

json query javascript typescript mistql python machine-learning feature-engineering feature-extraction expression-language

facebookresearch / ego4d

feature-extraction,Ego4d dataset repository. Download the dataset, visualize, extract features & example usage of the dataset

Organization: facebookresearch

Home Page: https://ego4d-data.org/docs/

dataset computer-vision video feature-extraction visuzalization

feature-engine / feature_engine

feature-extraction,Feature engineering package with sklearn like functionality

Organization: feature-engine

Home Page: https://feature-engine.trainindata.com/

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

firmai / deltapy

feature-extraction,DeltaPy - Tabular Data Augmentation (by @firmai)

User: firmai

Home Page: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3582219

data-augmentation tabular-data feature-extraction feature-engineering time-series augmentation data-science machine-learning finance

fraunhoferportugal / tsfel

feature-extraction,An intuitive library to extract features from time series.

Organization: fraunhoferportugal

Home Page: https://tsfel.readthedocs.io

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

heucoder / dimensionality_reduction_alo_codes

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

User: heucoder

python feature-extraction data-reduction

jalajthanaki / nlpython

feature-extraction,This repository contains the code related to Natural Language Processing using python scripting language. All the codes are related to my book entitled "Python Natural Language Processing"

User: jalajthanaki

natural-language-processing python-scripting-language deep-learning text-mining parsing part-of-speech feature-engineering feature-extraction feature-selection python2

lastancientone / deep_learning_machine_learning_stock

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

User: lastancientone

deep-learning machine-learning stock-price-prediction features-extraction financial-engineering prediction feature-engineering feature-extraction feature-selection stock-data

loli / medpy

feature-extraction,Medical image processing in Python

User: loli

Home Page: http://loli.github.io/medpy/

medical python medpy image-processing machine-learning feature-extraction graph-cut magnetic-resonance-imaging nifti-format itk

lukemelas / efficientnet-pytorch

feature-extraction,A PyTorch implementation of EfficientNet

User: lukemelas

efficientnet-pytorch imagenet feature-extraction pretrained-models

machinelearnjs / machinelearnjs

feature-extraction,Machine Learning library for the web and Node.

Organization: machinelearnjs

Home Page: https://www.machinelearnjs.com/

machine-learning easy-to-use minimalistic web node statistical-learning random-forest svm feature-extraction data-preprocessing

mesutpiskin / computer-vision-guide

feature-extraction,:book: This guide is to help you understand the basics of the computerized image and develop computer vision projects with OpenCV. Includes Python, Java, JavaScript, C# and C++ examples.

User: mesutpiskin

Home Page: https://mesutpiskin.com/blog/opencv-egitim-serisi

opencv goruntu-isleme computer-vision image-processing machine-learning face-recognition object-detection optical-character-recognition deep-neural-networks deep-learning

metarank / metarank

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

Organization: metarank

Home Page: https://metarank.ai

ranking scala search personalization machine-learning deep-learning data-engineering feature-engineering feature-extraction kubernetes

meyda / meyda

feature-extraction,Audio feature extraction for JavaScript.

Organization: meyda

Home Page: https://meyda.js.org/

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

miniailive / facerecognition-livenessdetection

feature-extraction,Face Recognition on NIST FRVT Top Ranked ,Face Liveness Detection Engine on iBeta 2 Certified, 3D Face Anti Spoofing, Face Detection, Face Matching, Face Analysis, Face Sentiment, Face Alignment, Face Identification && Face Verification && Face Representation; Face Reconstruction; Face Tracking; Face Super-Resolution on Android

Organization: miniailive

Home Page: https://www.miniai.live/

anti-spoofing face-alignment face-detection face-liveness face-liveness-detection face-mask-detection face-matching face-recognition face-tracking feature-extraction

novoic / surfboard

feature-extraction,Novoic's audio feature extraction library

Organization: novoic

Home Page: https://novoic.com

feature-extraction audio machine-learning audio-processing python speech-processing healthcare signal-processing alzheimers-disease parkinsons-disease

oysterqaq / acg2vec

feature-extraction,ACG2vec (Anime Comics Games to vector) are committed to creating a playground that combines ACG and Deep learning.（文本语义检索、以图搜图、语义搜图、图片超分辨率、推荐系统）

User: oysterqaq

Home Page: https://cheerfun.dev/acg2vec/

acg deep-learning embedding feature-extraction keras tensorflow anime image-search image-super-resolution

predict-idlab / tsflex

feature-extraction,Flexible time series feature extraction & processing

Organization: predict-idlab

Home Page: https://predict-idlab.github.io/tsflex/

python processing data-science time-series feature-extraction window-stride pandas multimodal multivariate feature-engineering

psychoinformaticslab / pliers

feature-extraction,Automated feature extraction in Python

Organization: psychoinformaticslab

Home Page: https://pliers.readthedocs.io/en/latest/

python audio video feature-extraction

pykaldi / pykaldi

feature-extraction,A Python wrapper for Kaldi

Organization: pykaldi

Home Page: https://pykaldi.github.io

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

raphaelvallat / antropy

feature-extraction,AntroPy: entropy and complexity of (EEG) time-series in Python

User: raphaelvallat

Home Page: https://raphaelvallat.com/antropy/

python signal-processing entropy fractal-dimension numba neuroscience eeg complexity signal feature-extraction

sakuranew / bert-attributeextraction

feature-extraction,USING BERT FOR Attribute Extraction in KnowledgeGraph. fine-tuning and feature extraction. 使用基于bert的微调和特征提取方法来进行知识图谱百度百科人物词条属性抽取。

User: sakuranew

bert deeplearning ai knowledge-graph relation-extraction nlp feature-extraction fine-tuning attribute-extraction

sherlockchou86 / videopipe

feature-extraction,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 : ) 。**VideoPipe下一版本正在开发中，在保证跨平台、易上手的前提下，预计性能直逼deepstream等各硬件平台官方框架**。

User: sherlockchou86

Home Page: http://www.videopipe.cool

cv deep-learning object-detection opencv gstreamer video-analysis video-processing ai behaviour-analysis similarity-search

solegalli / feature-engineering-for-machine-learning

feature-extraction,Code repository for the online course Feature Engineering for Machine Learning

User: solegalli

Home Page: https://www.trainindata.com/p/feature-engineering-for-machine-learning

machine-learning feature-engineering feature-extraction python data-science

towhee-io / towhee

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

Organization: towhee-io

Home Page: https://towhee.io

machine-learning convolutional-networks embedding-vectors embeddings computer-vision image-processing video-processing feature-extraction image-retrieval unstructured-data

upgini / upgini

feature-extraction,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

Organization: upgini

Home Page: https://upgini.com

data-science machine-learning scikit-learn python-library kaggle open-data public-data automl feature-engineering feature-extraction

v-iashin / video_features

feature-extraction,Extract video features from raw videos using multiple GPUs. We support RAFT flow frames as well as S3D, I3D, R(2+1)D, VGGish, CLIP, and TIMM models.

User: v-iashin

Home Page: https://v-iashin.github.io/video_features

pytorch multi-gpu feature-extraction parallel video-features visual-features audio-features i3d vggish r2plus1d