feature-extraction

There are 27 repositories under feature-extraction topic.

nni
microsoft / nni
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
automl deep-learning neural-architecture-search hyperparameter-optimization distributed bayesian-optimization automated-machine-learning machine-learning machine-learning-algorithms data-science tensorflow pytorch neural-network deep-neural-network model-compression feature-engineering nas python feature-extraction hyperparameter-tuning
Language:Python 11650
lukemelas / EfficientNet-PyTorch
A PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)
efficientnet-pytorch feature-extraction imagenet pretrained-models
Language:Python 7037
tsfresh
blue-yonder / tsfresh
Automatic extraction of relevant features from time series:
data-science feature-extraction time-series
Language:Jupyter Notebook 6478
BoltzmannEntropy / interviews.ai
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.
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
3780
ZhaoJ9014 / face.evoLVe
🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥
artificial-intelligence computer-vision convolutional-neural-network data-augmentation deep-learning face-alignment face-detection face-landmark-detection face-recognition feature-extraction fine-tuning hard-negative-mining imbalanced-learning machine-learning model-training nus pytorch supervised-learning tencent transfer-learning
Language:Python 2927
heucoder / dimensionality_reduction_alo_codes
特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现
data-reduction feature-extraction python
Language:Python 1751
4paradigm / OpenMLDB
OpenMLDB is an open-source machine learning database that provides a feature platform enabling consistent features for training and inference.
feature-engineering machine-learning featurestore in-memory-database database-for-machine-learning machine-learning-database feature-store feature-extraction database-for-ai featureops mlops
Language:C++ 1519
metarank / metarank
A low code Machine Learning service that personalizes articles, listings, search results, recommendations to boost user engagement. A friendly Learn-to-Rank engine
data-engineering data-science deep-learning feature-engineering feature-extraction kubernetes machine-learning personalization ranking scala search
Language:Scala 1457
meyda / meyda
Audio feature extraction for JavaScript.
audio-features feature-extraction hacktoberfest javascript mir music-information-retrieval spectral-centroid zero-cross
Language:TypeScript 1148
feature_engine
feature-engine / feature_engine
Feature engineering package with sklearn like functionality
machine-learning data-science python scikit-learn feature-engineering feature-selection feature-extraction
Language:Python 916
pykaldi / pykaldi
A Python wrapper for Kaldi
python wrapper kaldi openfst asr speech-recognition speech language-model feature-extraction clif numpy
Language:Python 882
astorfi / speechpy
:speech_balloon: SpeechPy - A Library for Speech Processing and Recognition: http://speechpy.readthedocs.io/en/latest/
feature-extraction python speech-recognition speechpy
Language:Python 858
Yimeng-Zhang / feature-engineering-and-feature-selection
A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.
python machine-learning feature-engineering feature-selection feature-extraction data-mining
Language:Jupyter Notebook 777
AIM-Harvard / pyradiomics
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
cancer-imaging-research computational-imaging docker feature-extraction ibsi medical-imaging nci-itcr nci-qin python radiomics radiomics-feature-extraction radiomics-features tcia-dac
Language:Jupyter Notebook 763
towhee-io / towhee
A framework that provides a simple API for developing ML-driven data processing and search pipelines.
computer-vision convolutional-networks embedding-vectors embeddings feature-extraction feature-vector image-processing image-retrieval machine-learning milvus pipeline towhee transformer unstructured-data video-processing vision-transformer vit
Language:Python 650
LastAncientOne / Deep-Learning-Machine-Learning-Stock
Deep Learning and Machine Learning stocks represent a promising long-term or short-term opportunity for investors and traders.
algorithms data-science deep-learning feature-engineering feature-extraction feature-selection features-extraction financial-engineering machine-learning neural-network prediction stock-analysis stock-data stock-market stock-prediction stock-price-prediction stock-prices stock-trading technical-analysis trading
Language:Jupyter Notebook 610
duxuhao / Feature-Selection
Features selector based on the self selected-algorithm, loss function and validation method
machine-learning feature-engineering feature-selection data-science greedy-search feature-importance feature-extraction
Language:Python 597
benfulcher / hctsa
Highly comparative time-series analysis
time-series time-series-analysis matlab feature-extraction
Language:MATLAB 525
fraunhoferportugal / tsfel
An intuitive library to extract features from time series.
feature-extraction classification time-series colab-notebook data-science feature-engineering
Language:Python 525
machinelearnjs / machinelearnjs
Machine Learning library for the web and Node.
machine-learning easy-to-use minimalistic web node statistical-learning random-forest svm feature-extraction data-preprocessing probabilistic-models structured-data
Language:TypeScript 509
aikho / awesome-feature-engineering
A curated list of resources dedicated to Feature Engineering Techniques for Machine Learning
machine-learning ai data-science feature-engineering feature-extraction
508
chrischoy / FCGF
Fully Convolutional Geometric Features: Fast and accurate 3D features for registration and correspondence.
3d feature-extraction correspondence fully-convolutional neural-network registration pytorch minkowskiengine sparse-tensor
Language:Python 454
firmai / deltapy
DeltaPy - Tabular Data Augmentation (by @firmai)
data-augmentation tabular-data feature-extraction feature-engineering time-series augmentation data-science machine-learning finance
Language:Jupyter Notebook 441
loli / medpy
Medical image processing in Python
medical python medpy image-processing machine-learning feature-extraction graph-cut magnetic-resonance-imaging nifti-format itk simpleitk mha mhd dicom 4d 3d 2d image-classification image-segmentation computed-tomography
Language:Python 418
novoic / surfboard
Novoic's audio feature extraction library
alzheimers-disease audio audio-processing feature-extraction healthcare machine-learning parkinsons-disease python signal-processing speech-processing
Language:Python 382
ashishpatel26 / Amazing-Feature-Engineering
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.
feature-engineering machine-learning deep-learning scikit-learn data-mining data-science data-scientists feature-scaling feature-extraction feature-selection features data-analysis data-visualization
Language:Jupyter Notebook 354
alicevision / popsift
PopSift is an implementation of the SIFT algorithm in CUDA.
computer-vision cuda feature-extraction gpu image-processing sift
Language:Cuda 327
mesutpiskin / computer-vision-guide
: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.
opencv goruntu-isleme computer-vision image-processing machine-learning face-recognition object-detection optical-character-recognition deep-neural-networks deep-learning feature-extraction image-preprocessing image-filtering image-classification stereo-vision camera-calibration background-subtraction
Language:Python 315
parameters
easystats / parameters
:bar_chart: Computation and processing of models' 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
Language:R 314
evinism / mistql
A query language for performing computations on JSON-like structures. Tuned for clientside ML feature extraction.
feature-engineering feature-extraction javascript json machine-learning mistql python query typescript
Language:TypeScript 308
x4nth055 / emotion-recognition-using-speech
Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras
machine-learning speech-emotion-recognition emotion-recognition emotion-recognizer sklearn kneighborsclassifier random-forest-classifier mfcc feature-extraction emotion-detection keras support-vector-machine gradient-boosting mlp-classifier librosa deep-learning neural-networks recurrent-neural-networks
Language:Python 303
jalajthanaki / NLPython
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"
natural-language-processing python-scripting-language deep-learning text-mining parsing part-of-speech feature-engineering feature-extraction feature-selection python2
Language:Jupyter Notebook 298
opensmile
audeering / opensmile
The Munich Open-Source Large-Scale Multimedia Feature Extractor
audio feature-extraction machine-learning
Language:C++ 280
PsychoinformaticsLab / pliers
Automated feature extraction in Python
python audio video feature-extraction
Language:Python 265
ar1st0crat / NWaves
.NET DSP library with a lot of audio processing functions
audio dsp filtering sound-effects feature-extraction psychoacoustics sound-synthesis wav mfcc lpc pitch resampling mir signal fda noise time-stretch adaptive-filtering wavelets
Language:C# 250
AutoViML / featurewiz
Use advanced feature engineering strategies and select best features from your data set with a single line of code.
feature-engineering categorical-variables best-encoders feature-engg rfe rfecv feature-extraction feature-selection featuretools xgboost
Language:Python 247

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