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blue-yonder/tsfresh

Automatic feature extraction from time series data for data science and machine learning applications.

9.1K
Stable
Jupyter Notebook
Feature Extraction
ETL & Pipelines
Python
#time-series#feature-engineering#data-science

lukemelas/EfficientNet-PyTorch

A PyTorch implementation of the EfficientNet deep learning model for image classification and feature extraction.

8.2K
Archived
Python
Computer Vision
PyTorch
#efficientnet#feature-extraction#imagenet

BoltzmannEntropy/interviews.ai

This repository provides interview preparation resources for AI and machine learning developers.

4.8K
Stable
Interview Preparation
Tutorials & Courses
PyTorch
#machine-learning#deep-learning#data-science

ZhaoJ9014/face.evoLVe

A high-performance face recognition library for developers built on PaddlePaddle and PyTorch.

3.6K
Experimental
Python
Computer Vision
Machine Learning
PyTorch
#face-recognition#computer-vision#deep-learning

towhee-io/towhee

A fast and simple framework for building neural data processing pipelines using Python.

3.5K
Archived
Python
LLM Frameworks
Computer Vision
Python
#machine-learning#computer-vision#embeddings

metarank/metarank

A low code Machine Learning personalized ranking service for articles, listings, search results, recommendations.

2.4K
Stable
Scala
ML Ops
API Frameworks
Scala
#automl#personalization#ranking

heucoder/dimensionality_reduction_alo_codes

Dimensionality reduction algorithms implemented in Python

2.4K
Archived
Python
React
#dimensionality-reduction#data-reduction#python-implementation

feature-engine/feature_engine

Open-source Python library for feature engineering and selection, compatible with scikit-learn.

2.2K
Active
Python
Feature Engineering
ORMs & Query Builders
scikit-learn
#feature-engineering#feature-extraction#feature-selection

LastAncientOne/Deep_Learning_Machine_Learning_Stock

A collection of code and resources for analyzing and predicting stock market behavior using deep learning and machine learning.

1.7K
Archived
Jupyter Notebook
Machine Learning
Data Science
Jupyter Notebook
#stock-analysis#stock-prediction#data-science

4paradigm/OpenMLDB

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

1.7K
Active
C++
ML Ops
Databases
#database-for-ai#feature-engineering#feature-extraction

Yimeng-Zhang/feature-engineering-and-feature-selection

A comprehensive guide to feature engineering and feature selection techniques in Python, with examples.

1.6K
Archived
Jupyter Notebook
Data Mining
Documentation
Jupyter Notebook
#feature-engineering#feature-selection#machine-learning

meyda/meyda

A JavaScript library for real-time audio feature extraction, useful for music information retrieval and audio analysis.

1.6K
Archived
TypeScript
Audio Features
CLI Tools
JavaScript
#audio-processing#feature-extraction#music-information-retrieval

AIM-Harvard/pyradiomics

An open-source Python package for extracting radiomics features from 2D and 3D medical images and binary masks.

1.4K
Stable
Jupyter Notebook
Computer Vision
Databases
Python
#medical-imaging#radiomics#feature-extraction

fraunhoferportugal/tsfel

An intuitive library to extract features from time series data for data science and machine learning.

1.1K
Active
Python
Feature Extraction
Feature Engineering
Python
#time-series#feature-engineering#data-science

pykaldi/pykaldi

A Python wrapper for Kaldi speech recognition and feature extraction library.

1.0K
Stable
Python
Kaldi
React
#speech-recognition#feature-extraction#kaldi

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