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feature-extraction x

machine-learning x

117 search results found

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.

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

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.

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.

Feature Engineering And Feature Selection ⭐ 798

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

Machinelearnjs ⭐ 532

Machine Learning library for the web and Node.

Medical image processing in Python

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)

Emotion Recognition Using Speech ⭐ 392

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

Surfboard ⭐ 369

Novoic's audio feature extraction library

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

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

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

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.

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

Opensmile Python ⭐ 197

Python package for openSMILE

Gammacv ⭐ 166

GammaCV is a WebGL accelerated Computer Vision library for browser

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

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

Music Emotion Recognition ⭐ 117

A Machine Learning Approach of Emotional Model

Audioowl ⭐ 116

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

Nba_betting ⭐ 93

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

A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).

Visual Similarity research at Fynd. Contains code to reproduce 2 of our research papers.

Saul : Declarative Learning-Based Programming

Fedot.industrial ⭐ 62

Python framework for automated time series classification, object recognition and anomaly detection

A scala-based feature generation and modeling framework

Mlnotebooks ⭐ 52

Demonstration notebooks for Machine Learning

🧬 Toolkit for generating various numerical features of protein sequences

Mixingbear ⭐ 45

Package for automatic beat-mixing of music files in Python 🐻🎚

Machine_learning_course ⭐ 44

Artificial intelligence/machine learning course at UCF in Spring 2020 (Fall 2019 and Spring 2019)

Emotion Recognition ToolKit (ERTK): tools for emotion recognition. Dataset processing, feature extraction, experiments,

feATURE eXTRACTOR FOR tIME sERIES

Deepmalwaredetector ⭐ 40

A Deep Learning framework that analyses Windows PE files to detect malicious Softwares.

Bob is a free signal-processing and machine learning toolbox originally developed by the Biometrics group at Idiap Research Institute, in Switzerland. - Mirrored from https://gitlab.idiap.ch/bob/bob

Protlearn ⭐ 38

A Python package for extracting protein sequence features

Music Genre Classification ⭐ 37

Automatic Music Genre Classification with Machine Learning Techniques

Unsupervised Machine Learning: Nonnegative Tensor Factorization + k-means clustering

Graph Representation Analysis for Connected Embeddings

Competitive Feature Learning ⭐ 31

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

Face Recogntion Detection ⭐ 30

Face Recognition/Detection (image/video) using skin tone threshold algorithm, haar cascade for face detection and LBPH for face recognition. It also implements the concept of multithreaded server with multiple clients.

Subject-wise networks from structural MRI, both vertex- and voxel-wise features (thickness, GM density, curvature, gyrification)

Surrogate Assisted Feature Extraction in R

A large scale feature extraction tool for text-based machine learning

Audio_steganalysis_ml ⭐ 27

Audio steganalysis based on traditional handcrafted features design.

Secom Detecting Defected Items ⭐ 24

Anamoly Detection for Detecting Defected Manufactured Semi-Conductors, as in this case of Classification, the Defected Chips would be very less in comparison to perfect Chips so we have apply either Over-Sampling or Under-Sampling.

Feature Selection using Metaheuristics Made Easy: Open Source MAFESE Library in Python

Mapflow Qgis ⭐ 22

Geoalert's public QGIS plugin for using Mapflow from inside QGIS.

Nonnegative Matrix Factorization + k-means clustering and physics constraints for Unsupervised and Physics-Informed Machine Learning

Kivyandroidclassification ⭐ 21

Image Classification for Android using Artificial Neural Network using NumPy and Kivy.

Morphocluster ⭐ 20

Source code for the MorphoCluster application described in Schroeder et al. 2020

Autonfeat ⭐ 20

A High Performance Library for Time-Series Featurization.

Spiking_resnet ⭐ 18

Official implementation of the paper Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks

Novoic's linguistic feature extraction library

A large scale feature extraction tool for text-based machine learning

Dedode Onnx Tensorrt ⭐ 17

ONNX-compatible DeDoDe 🎶 Detect, Don't Describe - Describe, Don't Detect, for Local Feature Matching. Supports TensorRT 🚀

Sentimentarcs_notebooks ⭐ 17

SentimentArcs: a large ensemble of dozens of sentiment analysis models to analyze emotion in text over time

NABNet: A Nested Attention-guided BiConvLSTM Network for a robust ‎prediction of Blood Pressure components from reconstructed Arterial Blood ‎Pressure waveforms using PPG and ECG Signals

Breast Cancer Sub Types ⭐ 17

A novel self-supervised feature extraction method using omics data is proposed which improves classification in most of the classifiers.

Invariant Superpixel Features for Object Detection

The biggest module developed with complete focus on Feature Selection (FS) using Meta-Heuristic Algorithm / Nature-inspired evolutionary / Swarm-based computing.

Orbitalfeatures ⭐ 13

A sparsity aware implementation of "Biological Network Comparison Using Graphlet Degree Distribution" (Bioinformatics 2007)

Learning Based Java (LBJava)

🐟 A streaming ETL for fish

Sngramextractor ⭐ 12

Python package code repo for Implementation of syntactic n-grams (sn-gram) extraction

Hr Analytics ⭐ 12

Analyzing the HR Criteria of a Company and how they promote their Employees and keep Balance between them using Data Analytics, Data Visualizations, and Machine Learning Models for Classification Purposes.

Flight_delay_prediction ⭐ 12

A two-stage predictive machine learning engine that forecasts the on-time performance of flights for 15 different airports in the USA based on data collected in 2016 and 2017.

Big_data_course_rimini_2021 ⭐ 11

Questa repository contiene tutto il materiale didattico utilizzato durante il corso di "Laboratorio Big Data" in collaborazione con il comune di Rimini.

Nonnegative Matrix Factorization + k-means clustering and physics constraints for Unsupervised and Physics-Informed Machine Learning

Interactive ML Toolset

Protein Feature Extraction ⭐ 10

Python code to extract features from Protein sequences for Machine Learning/Deep Learning

Jgtextrank ⭐ 10

jgtextrank: Yet another Python implementation of TextRank

Churn Modelling Dataset ⭐ 10

Predicting which set of the customers are gong to churn out from the organization by looking into some of the important attributes and applying Machine Learning and Deep Learning on it.

Restaurant Reviews Analysis ⭐ 10

Using Natural Language Processing and Bag of Words for feature extraction for sentiment analysis of the customers visited in the Restaurant and at last using Classification algorithm to separate Positive and Negative Sentiments.

Castor_krfe ⭐ 9

Alignment-free method to identify and analyse discriminant genomic subsequences within pathogen sequences

Histogram-weighted Networks for Connectivity & Advanced Analysis in Neuroscience

A website to allow researchers to listen to, view, annotate and perform audio feature extraction and machine learning on large bioacoustic archives.

Brainnet Ml Toolbox ⭐ 9

Python Machine Learning Toolbox for Brain Network Classification. Source codes are included of the top 20 teams in the Kaggle competition.

Ekg_analysis ⭐ 9

EKG Analysis code for the MI3 intern group at CHOC Children's

Keras_ernie ⭐ 9

Pre-trained ERNIE models could be loaded with Keras for feature extraction and prediction.

Google Job Skills ⭐ 9

Having an Exploratory Analysis at what kind of Jobs and Job Locations are provided by Google and Youtube, also we look into some specific details which are important to get hired by youtube and google.

Featuremill ⭐ 8

general-purpose fast, stateless, and deterministic feature extractor written in golang for use in machine learning

Multi-Scale Convolutional Neural Network for Time Series Classification (MCNN)

Hand Gesture Recognition Machine Learning ⭐ 8

Automatic method for the recognition of hand gestures for the categorization of vowels and numbers in Colombian sign language based on Neural Networks (Perceptrons), Support Vector Machine and K-Nearest Neighbor for classifier /// Método automático para el reconocimiento de gestos de mano para la categorización de vocales y números en lenguaje de señas colombiano basado en redes neuronales (perceptrones), soporte de máquina vectorial y K-vecino más cercano para clasificador

Lightcurvesclassifier ⭐ 8

Package for machine learning of astronomical objects such as light curves

Social Networks Ads ⭐ 8

One of the most basic data sets to learn and implement some of the most easy and basic algorithms of machine learning and visualization

Cancerous_cells_scans_processing ⭐ 7

Predict survival time from PET scans

Employee Reviews ⭐ 7

This is Project which contains Data Visualization, EDA, Machine Learning Modelling for Checking the Sentiments.

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