Topic: feature-extraction

php-ai / php-ml

PHP-ML - Machine Learning library for PHP

php machine-learning classification cross-validation feature-extraction artificial-intelligence neural-network data-science

PHP Updated Mar 8, 2018 5 issues need help

blue-yonder / tsfresh

2.6k

Automatic extraction of relevant features from time series:

data-science feature-extraction time-series

Jupyter Notebook Updated Jan 28, 2018 9 issues need help

astorfi / speechpy

453

💬 SpeechPy - A Library for Speech Processing and Recognition

speech-recognition python feature-extraction speechpy

Python Updated Mar 3, 2018

meyda / meyda

397

Audio feature extraction for JavaScript.

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

JavaScript Updated Jan 8, 2018 2 issues need help

tyarkoni / pliers

126

Automated feature extraction in Python

python audio video feature-extraction

Python Updated Mar 8, 2018

benfulcher / hctsa

124

Highly comparative time-series analysis code repository

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

Matlab Updated Feb 26, 2018

ermongroup / Variational-Ladder-Autoencoder

88

Implementation of VLAE

generative-model variational-inference unsupervised-learning feature-extraction representation-learning

Python Updated Dec 21, 2017

cnr-isti-vclab / piccante

78

The hottest High Dynamic Range (HDR) Library

C++ Updated Mar 7, 2018

msmbuilder / msmbuilder

69

🏗 Statistical models for biomolecular dynamics 🏗

molecular-dynamics python msmbuilder dimensionality-reduction hmm feature-extraction tica pca markov-model clustering analysis

Python Updated Feb 27, 2018

Project-10 / DGM

60

Direct Graphical Models (DGM) C++ library, a simple-to-use Conditional Random Fields library, which is optimized for …

classification feature-extraction visualization

C++ Updated Mar 7, 2018

duggalrahul / AlexNet-Experiments-Keras

59

Code examples for training AlexNet using Keras and Theano

convolutional-neural-networks deep-learning keras theano fine-tuning-cnns feature-extraction

Jupyter Notebook Updated Apr 10, 2017

pykaldi / pykaldi

51

A Python wrapper for Kaldi

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

Python Updated Mar 6, 2018

eHarmony / aloha

50

A scala-based feature generation and modeling framework

machine-learning machinelearning feature-extraction

Scala Updated Mar 7, 2018

tomrunia / TF_FeatureExtraction

46

Convenient wrapper for TensorFlow feature extraction from pre-trained models using tf.contrib.slim

tensorfow feature-extraction pre-trained slim

Python Updated Oct 3, 2017

CogComp / saul

46

Saul : Declarative Learning-Based Programming

machine-learning-algorithms feature-extraction machine-learning-library inference

Scala Updated Aug 18, 2017

jalajthanaki / NLPython

34

This repository contains the code related to Natural Language Processing using python scripting language. All the cod…

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

Jupyter Notebook Updated Dec 27, 2017

davpinto / fastknn

33

Fast k-Nearest Neighbors Classifier for Large Datasets

rstats kaggle decision-boundaries shrinkage-estimator knn nearest-neighbors feature-extraction feature-engineering dimension-reduction

R Updated Sep 17, 2017

robjhyndman / tsfeatures

31

Time series features

r time-series feature-extraction

R Updated Feb 9, 2018

AntonioRedondo / ImageFeatureDetector

31

A C++ Qt GUI desktop program to calculate Harris, FAST, SIFT and SURF image features with OpenCV

feature-extraction image-analysis opencv qt

C++ Updated Mar 13, 2017

akhilesh-k / Lane-and-Vehicles-Detection

29

This repository contains works on a computer vision software pipeline built on top of Python to identify Lanes and ve…

computer-vision deep-learning vehicle-detection hog-features svm-classifier feature-extraction classifier-training self-driving-car neural-network camera-calibration

Jupyter Notebook Updated Jan 16, 2018

ahmetozlu / augmented_reality

27

💎 "Markerless Augmented Reality" with OpenCV and OpenGL

opencv opengl computer-vision augmented-reality marker-less object-recognition feature-extraction feature-matching pose-estimation rendering-3d-graphics uv-mapping markerless-augmented-reality homography-refinement ransac random-sample-consensus homography-matrix outlier-removal

C++ Updated Jan 25, 2018

adityashrm21 / Bike-Sharing-Demand-Kaggle

24

Top 5th percentile solution to the Kaggle knowledge problem - Bike Sharing Demand

kaggle kaggle-competition kaggle-scripts kaggle-dataset data-science datascience machine-learning random-forest bikesharing r feature-extraction feature-engineering decision-trees boxplots log-transformation

R Updated Jan 24, 2018

buds-lab / the-building-data-genome-project

24

A collection of non-residential buildings for performance analysis and algorithm benchmarking

open-data jupyter-notebook electricity-meter commercial-building energy-efficiency electrical-meters smart-meter temporal-data feature-extraction feature-engineering

Jupyter Notebook Updated Jan 29, 2018

CarsonScott / Competitive-Feature-Learning

24

Online feature-extraction and classification algorithm that learns representations of input patterns.

machine-learning classification feature-learning feature-extraction feature-detection pattern-recognition compression competitive-learning artificial-intelligence pattern-classification pattern dimensionality-reduction threshold online-learning

C++ Updated Feb 26, 2017

DO-CV / sara

24

Easy-to-Use C++ Computer Vision Library

computer-vision python cpp11 image-processing feature-detection feature-extraction sara

C++ Updated Feb 27, 2018

danz1ka19 / Music-Emotion-Recognition

22

A Machine Learning Approach of Thayers Emotional Model to Plot a 2D Cartesian and Polar Planes using x-axis as Valenc…

machine-learning data-science feature-extraction feature-selection feature-scaling music-information-retrieval digital-signal-processing librosa

Python Updated Apr 21, 2017

Sciss / Strugatzki

21

Algorithms for matching audio file similarities

signal-processing feature-extraction music-information-retrieval

Scala Updated Dec 14, 2017

Kensuke-Mitsuzawa / DocumentFeatureSelection

19

A set of metrics for feature selection from text data

nlp feature-selection feature-extraction python-3 pmi tf-idf bns soa docker webapp web-app web-application flask-application

Python Updated Nov 6, 2017

alicevision / popsift

18

PopSift is an implementation of the SIFT algorithm in CUDA.

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

Cuda Updated Mar 6, 2018

JuliaImages / ImageFeatures.jl

18

Image feature detection for the Julia language

feature-extraction feature-detection image-processing computer-vision

Julia Updated Mar 5, 2018

feature-extraction

Repositories 208