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feature-extraction x

439 search results found

Tsfresh ⭐ 7,824

Automatic extraction of relevant features from time series:

Efficientnet Pytorch ⭐ 6,577

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

Interviews.ai ⭐ 3,146

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.

Face.evolve ⭐ 3,074

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

Towhee ⭐ 2,903

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

Keras Bert ⭐ 2,281

Implementation of BERT that could load official pre-trained models for feature extraction and prediction

Metarank ⭐ 1,949

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

Dimensionality_reduction_alo_codes ⭐ 1,949

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

Awesome_time_series_in_python ⭐ 1,811

This curated list contains python packages for time series analysis

Feature_engine ⭐ 1,651

Feature engineering package with sklearn like functionality

Openmldb ⭐ 1,511

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

Meyda ⭐ 1,384

Audio feature extraction for JavaScript.

Deep_learning_machine_learning_stock ⭐ 1,093

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

Pyradiomics ⭐ 1,060

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

Pykaldi ⭐ 954

A Python wrapper for Kaldi

Facerec ⭐ 906

Implements face recognition algorithms for MATLAB/GNU Octave and Python.

Distributed machine learning platform

Speechpy ⭐ 828

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

Feature Engineering And Feature Selection ⭐ 798

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

An intuitive library to extract features from time series.

Highly comparative time-series analysis

Activityrecognition ⭐ 619

Resources about activity recognition-行为识别资料

Machinelearnjs ⭐ 532

Machine Learning library for the web and Node.

Medical image processing in Python

Featurewiz ⭐ 516

Use advanced feature engineering strategies and select best features from your data set with a single line of code.

Amazing Feature Engineering ⭐ 485

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 Selection ⭐ 475

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

Opensmile ⭐ 446

The Munich Open-Source Large-Scale Multimedia Feature Extractor

Deltapy ⭐ 411

DeltaPy - Tabular Data Augmentation (by @firmai)

Video_features ⭐ 397

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, ResNet features.

Emotion Recognition Using Speech ⭐ 392

Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras

Parameters ⭐ 390

📊 Computation and processing of models' parameters

Surfboard ⭐ 369

Novoic's audio feature extraction library

Popsift ⭐ 368

PopSift is an implementation of the SIFT algorithm in CUDA.

Acg2vec ⭐ 352

ACG2vec全称为Anime Comics Games to vector。本repo会持续维护一些基于二次元相关的深度学习领域实践与探索（文本语义检索、以图搜图

Flexible time series feature extraction & processing

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

Catch22 ⭐ 318

catch22: CAnonical Time-series CHaracteristics

Awesome Feature Engineering ⭐ 316

A curated list of resources dedicated to Feature Engineering Techniques for Machine Learning

Feature Engineering For Machine Learning ⭐ 314

Code repository for the online course Feature Engineering for Machine Learning

Fully Convolutional Geometric Features: Fast and accurate 3D features for registration and correspondence.

Nlpython ⭐ 302

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"

Automated feature extraction in Python

.NET DSP library with a lot of audio processing functions

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

Feature Extraction ⭐ 258

Computer vision feature extraction toolbox for image classification

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

Tsfeatures ⭐ 238

Time series features

Piccante ⭐ 238

The hottest High Dynamic Range (HDR) Library

Apkfile ⭐ 220

Android app analysis and feature extraction library

Python_computer_vision_from_scratch ⭐ 219

This repository explores the variety of techniques commonly used to analyze and interpret images. It also describes challenging real-world applications where vision is being successfully used, both for specialized applications such as medical imaging, and for fun, consumer-level tasks such as image editing and stitching, which students can apply to their own personal photos and videos.

R/shiny interface for interactive visualization of data in SummarizedExperiment objects

Sourceafis Java ⭐ 217

Fingerprint recognition engine for Java that takes a pair of human fingerprint images and returns their similarity score. Supports efficient 1:N search.

Computer Vision Guide ⭐ 204

📖 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.

Antropy ⭐ 203

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

Speech_signal_processing_and_classification ⭐ 203

Front-end speech processing aims at extracting proper features from short- term segments of a speech utterance, known as frames. It is a pre-requisite step toward any pattern recognition problem employing speech or audio (e.g., music). Here, we are interesting in voice disorder classification. That is, to develop two-class classifiers, which can discriminate between utterances of a subject suffering from say vocal fold paralysis and utterances of a healthy subject.The mathematical modeling of th

Variational Ladder Autoencoder ⭐ 198

Implementation of VLAE

Opensmile Python ⭐ 197

Python package for openSMILE

A fast to develop, fast to run, Go based toolkit for ETL and feature extraction on Hadoop.

Bert Attributeextraction ⭐ 185

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。

Pyaudioprocessing ⭐ 175

Audio feature extraction and classification

Direct Graphical Models (DGM) C++ library, a cross-platform Conditional Random Fields library, which is optimized for parallel computing and includes modules for feature extraction, classification and visualization.

Tf_featureextraction ⭐ 167

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

Gammacv ⭐ 166

GammaCV is a WebGL accelerated Computer Vision library for browser

Augmented_reality ⭐ 161

💎 "Marker-less Augmented Reality" with OpenCV and OpenGL.

Dloopdetector ⭐ 161

Fast loop detector for sequences of monocular images

Color_recognition ⭐ 148

Color Recognition on a Webcam Stream / on Video / on a Single Image using K-Nearest Neighbors (KNN) is Trained with Color Histogram Features.

Textfeatures ⭐ 143

👷‍♂️ A simple package for extracting useful features from character objects 👷‍♀️

Lightglue Onnx ⭐ 141

ONNX-compatible LightGlue: Local Feature Matching at Light Speed. Supports TensorRT, OpenVINO

The Building Data Genome Project ⭐ 140

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

Imagefeaturedetector ⭐ 137

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

Kaggle Avito ⭐ 136

Winning solution to the Avito CTR competition

Transform your pythonic research to an artifact that engineers can deploy easily.

Image Matching Paper List ⭐ 135

A personal list of papers and resources of image matching and pose estimation, including perspective images and panoramas.

Apparatus ⭐ 127

Msmbuilder ⭐ 124

🏗️ Statistical models for biomolecular dynamics 🏗️

Edge_extraction ⭐ 121

Fast and robust algorithm to extract edges in unorganized point clouds

T-LOAM: Truncated Least Squares Lidar-only Odometry and Mapping in Real-Time

Music Emotion Recognition ⭐ 117

A Machine Learning Approach of Emotional Model

Audioowl ⭐ 116

Fast and simple music and audio analysis using RNN in Python 🕵️‍♀️ 🥁

Python (Pytorch) and Matlab (MatConvNet) implementations of CVPR 2021 Image Matching Workshop paper DFM: A Performance Baseline for Deep Feature Matching

Superpoint Superglue Tensorrt ⭐ 113

SuperPoint and SuperGlue with TensorRT. Deploy with C++.

Lingfeat ⭐ 113

LingFeat - A Comprehensive Linguistic Features Extraction ToolKit for Readability Assessment

Pyfeats ⭐ 111

Open source software for image feature extraction.

Pyhsiclasso ⭐ 111

Versatile Nonlinear Feature Selection Algorithm for High-dimensional Data

Hccr Googlenet ⭐ 109

This project is about directional feature extraction and HCCR-GoogLeNet CNN architecture definition for Caffe platform.

Twitterbots ⭐ 109

The code used in the "Don't @ Me: Hunting Twitter Bots at Scale" Black Hat presentation

Bertqa Attention On Steroids ⭐ 105

BertQA - Attention on Steroids

Alexnet Experiments Keras ⭐ 101

Code examples for training AlexNet using Keras and Theano

Siftimagesimilarity ⭐ 100

Interactive code for image similarity using SIFT algorithm

Baidu Dogs ⭐ 99

Baidu competition for classifying dogs. More information is provided at http://js.baidu.com

Video_feature_extractor ⭐ 98

Easy to use video deep features extractor

CAE-LO: LiDAR Odometry Leveraging Fully Unsupervised Convolutional Auto-Encoder for Interest Point Detection and Feature Description

⏳ ChatLog: Recording and Analysing ChatGPT Across Time

Nba_betting ⭐ 93

Using data analytics and machine learning to create a comprehensive and profitable system for predicting the outcomes of NBA games.

Single-cell ATAC-seq analysis via Latent feature Extraction

[BEA @ ACL 2023] General-purpose tool for linguistic features extraction; Tested on readability assessment, essay scoring, fake news detection, hate speech detection, etc.

Python implementation of "Elliptic Fourier Features of a Closed Contour"

Open Reid Tracking ⭐ 76

open-reid with PCB, IDE, triplet, ZJU; MOT/MTMCT feature extraction support included

A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).

1-100 of 439 search results

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