The Top 23 Python Data Mining Open Source Projects

Open source projects categorized as Python Data Mining

Categories > Data Processing > Data Mining

Categories > Programming Languages > Python

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

dependent packages 69total releases 32most recent commit 4 months ago

Lightgbm ⭐ 15,999

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

dependent packages 574total releases 34most recent commit 20 days ago

Gensim ⭐ 15,180

Topic Modelling for Humans

dependent packages 766total releases 93most recent commit 17 days ago

Python Machine Learning Book ⭐ 11,645

The "Python Machine Learning (1st edition)" book code repository and info resource

most recent commit 2 years ago

Ai Learn ⭐ 8,256

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Py tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

most recent commit 4 months ago

Pyod ⭐ 7,751

A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)

dependent packages 60total releases 90most recent commit 4 months ago

Anomaly Detection Resources ⭐ 7,616

Anomaly detection related books, papers, videos, and toolboxes

most recent commit 5 months ago

Catboost ⭐ 7,564

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

dependent packages 12total releases 20most recent commit 3 months ago

Mlxtend ⭐ 4,669

A library of extension and helper modules for Python's data analysis and machine learning libraries.

dependent packages 94total releases 51most recent commit 4 months ago

Orange3 ⭐ 4,469

🍊 📊 💡 Orange: Interactive data analysis

dependent packages 47total releases 63most recent commit 3 months ago

Datascience ⭐ 3,955

Curated list of Python resources for data science.

most recent commit 3 months ago

Textract ⭐ 3,699

extract text from any document. no muss. no fuss.

dependent packages 33total releases 18most recent commit 3 months ago

Machinelearning ⭐ 3,016

Machine learning resources

most recent commit 2 years ago

Awesome Ts Anomaly Detection ⭐ 2,320

List of tools & datasets for anomaly detection on time-series data.

most recent commit 2 years ago

Bolt ⭐ 2,312

10x faster matrix and vector operations

total releases 4most recent commit 2 years ago

Pdftabextract ⭐ 1,994

A set of tools for extracting tables from PDF files helping to do data mining on (OCR-processed) scanned documents.

total releases 5most recent commit 2 years ago

Invoice2data ⭐ 1,570

Extract structured data from PDF invoices

dependent packages 10total releases 102most recent commit 5 months ago

Research ⭐ 1,550

novel deep learning research works with PaddlePaddle

most recent commit a year ago

Pycm ⭐ 1,413

Multi-class confusion matrix library in Python

dependent packages 13total releases 44most recent commit 3 months ago

Awesome Fraud Detection Papers ⭐ 1,364

A curated list of data mining papers about fraud detection.

most recent commit a year ago

Clevercsv ⭐ 1,168

CleverCSV is a Python package for handling messy CSV files. It provides a drop-in replacement for the builtin CSV module with improved dialect detection, and comes with a handy command line application for working with CSV files.

dependent packages 11total releases 49most recent commit 5 months ago

Awesome Fl ⭐ 1,103

Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

most recent commit 3 months ago

Nfstream ⭐ 1,015

NFStream: a Flexible Network Data Analysis Framework.

dependent packages 1total releases 75most recent commit 4 months ago

The 10 Most Depended On Python Data Mining Open Source Projects

Gensim ⭐ 15,180

Topic Modelling for Humans

dependent packages 766total releases 93latest release August 24, 2023most recent commit 17 days ago

Lightgbm ⭐ 15,999

dependent packages 574total releases 34latest release September 12, 2023most recent commit 20 days ago

Mlxtend ⭐ 4,669

A library of extension and helper modules for Python's data analysis and machine learning libraries.

dependent packages 94total releases 51latest release September 25, 2023most recent commit 4 months ago

Easyocr ⭐ 20,438

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

dependent packages 69total releases 32latest release September 04, 2023most recent commit 4 months ago

Pyod ⭐ 7,751

A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)

dependent packages 60total releases 90latest release November 18, 2023most recent commit 4 months ago

Orange3 ⭐ 4,469

🍊 :bar_chart: :bulb: Orange: Interactive data analysis

dependent packages 47total releases 63latest release October 31, 2023most recent commit 3 months ago

Pm4py Core ⭐ 617

Public repository for the PM4Py (Process Mining for Python) project.

dependent packages 47total releases 183latest release November 15, 2023most recent commit 3 months ago

Textract ⭐ 3,699

extract text from any document. no muss. no fuss.

dependent packages 33total releases 18latest release March 10, 2022most recent commit 3 months ago

Lasio ⭐ 315

Python library for reading and writing well data using Log ASCII Standard (LAS) files

dependent packages 24total releases 37latest release May 18, 2023most recent commit 8 months ago

Pyclustering ⭐ 853

pyclustring is a Python, C++ data mining library.

dependent packages 16total releases 46latest release November 25, 2020most recent commit 3 years ago

The 10 Latest Releases In Python Data Mining Open Source Projects

Pypots ⭐ 558

A Python toolbox/library for reality-centric machine learning/deep learning on partially-observed time series with PyTorch, including SOTA models supporting tasks of imputation, classification, clustering, and forecasting on incomplete (irregularly-sampled) multivariate time series with NaN missing values/data. https://arxiv.org/abs/2305.18811

total releases 20latest release November 30, 2023most recent commit 3 months ago

Grimoirelab Perceval ⭐ 281

Send Sir Perceval on a quest to retrieve and gather data from software repositories.

dependent packages 15total releases 109latest release November 28, 2023most recent commit 4 months ago

Classix ⭐ 85

Fast and explainable clustering in Python

total releases 112latest release November 27, 2023most recent commit 3 months ago

Invoice2data ⭐ 1,570

Extract structured data from PDF invoices

dependent packages 10total releases 102latest release November 26, 2023most recent commit 5 months ago

Tcxreader ⭐ 14

tcxreader is a reader / parser for Garmin’s TCX file format. It also works well with missing data!

dependent packages 2total releases 23latest release November 24, 2023most recent commit 4 months ago

Sport Activities Features ⭐ 14

A minimalistic toolbox for extracting features from sports activity files written in Python

dependent packages 3total releases 39latest release November 23, 2023most recent commit 3 months ago

pypi sport-activities-features} Downloads

Suod ⭐ 371

(MLSys' 21) An Acceleration System for Large-scare Unsupervised Heterogeneous Outlier Detection (Anomaly Detection)

dependent packages 2total releases 12latest release November 19, 2023most recent commit 3 months ago

Pyod ⭐ 7,751

A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)

dependent packages 60total releases 90latest release November 18, 2023most recent commit 4 months ago

Pm4py Core ⭐ 617

Public repository for the PM4Py (Process Mining for Python) project.

dependent packages 47total releases 183latest release November 15, 2023most recent commit 3 months ago

Niaarm ⭐ 12

A minimalistic framework for Numerical Association Rule Mining

dependent packages 1total releases 17latest release November 01, 2023most recent commit 3 months ago

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