Top 23 Python Data Mining Projects

Data Mining

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• EasyOCR

  40 24,697 3.2 Python

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

  

  Project mention: Decoding OCR: A Comprehensive Guide | dev.to | 2024-08-07

  https://github.com/JaidedAI/EasyOCR

• SaaSHub

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  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

• ML-From-Scratch

  3 23,893 0.0 Python

  Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

• gensim

  18 15,705 6.9 Python

  Topic Modelling for Humans

  

• pyod

  7 8,611 9.0 Python

  A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

• anomaly-detection-resources

  98 8,408 5.5 Python

  Anomaly detection related books, papers, videos, and toolboxes

• catboost

  8 8,112 9.9 Python

  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.

  

  Project mention: CatBoost: Open-source gradient boosting library | news.ycombinator.com | 2024-03-05

• sktime

  8 7,983 9.8 Python

  A unified framework for machine learning with time series

  

• orange

  27 4,892 9.6 Python

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

  

  Project mention: Hierarchical Clustering | news.ycombinator.com | 2024-04-20

  I know I've tooted its horn before, but Orange3 is a pretty neat Python-based GUI platform that makes this and a metric buttload of other statistical/ML techniques available to non-programmer types.

  Just watch out for null character `x00` in the corpus. That always seems to kill it stone dead.

  https://orangedatamining.com/

  https://orange3.readthedocs.io/projects/orange-visual-progra...

• pdftabextract

  0 2,208 0.0 Python

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

  

• invoice2data

  2 1,849 5.1 Python

  Extract structured data from PDF invoices

  

• awesome-fraud-detection-papers

  51 1,633 3.4 Python

  A curated list of data mining papers about fraud detection.

• pycm

  18 1,455 7.2 Python

  Multi-class confusion matrix library in Python

• CleverCSV

  1 1,267 4.7 Python

  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.

  

• RD-Agent

  1 1,183 9.7 Python

  Research and development (R&D) is crucial for the enhancement of industrial productivity, especially in the AI era, where the core aspects of R&D are mainly focused on data and models. We are committed to automating these high-value generic R&D processes through our open source R&D automation tool RD-Agent, which lets AI drive data-driven AI.

  

  Project mention: RD-Agent: LLM-based autonomous evolving agents for industrial data-driven R&D | news.ycombinator.com | 2024-09-25

• deep_gcns_torch

  1 1,135 0.0 Python

  Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org

• PyPOTS

  50 1,119 9.5 Python

  A Python toolkit/library for reality-centric machine/deep learning and data mining on partially-observed time series, including SOTA neural network models for scientific analysis tasks of imputation/classification/clustering/forecasting/anomaly detection/cleaning on incomplete industrial (irregularly-sampled) multivariate TS with NaN missing values

• nfstream

  7 1,089 4.9 Python

  NFStream: a Flexible Network Data Analysis Framework.

  

• aeon

  4 1,024 9.8 Python

  A toolkit for machine learning from time series

  

  Project mention: FLaNK 15 Jan 2024 | dev.to | 2024-01-15

• ADBench

  1 868 6.9 Python

  Official Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2022.

• UnityPy

  2 871 9.4 Python

  UnityPy is python module that makes it possible to extract/unpack and edit Unity assets

• pm4py-core

  2 741 9.5 Python

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

  

• ail-framework

  2 620 9.5 Python

  AIL framework - Analysis Information Leak framework

  

• matrixprofile

  7 362 0.0 Python

  A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.

  

Python Data Mining related posts

• Hierarchical Clustering

  1 project | news.ycombinator.com | 20 Apr 2024

• Orange Data Mining

  1 project | news.ycombinator.com | 15 Apr 2024

• The Graph of Wikipedia [video]

  1 project | news.ycombinator.com | 1 Apr 2024

• Taxonomy Management?

  1 project | /r/technicalwriting | 5 Dec 2023

• Orange: Open-source machine learning and data visualization

  1 project | news.ycombinator.com | 25 Sep 2023

• Aeon: A unified framework for machine learning with time series

  1 project | /r/hypeurls | 22 Jun 2023

• What exactly is AutoGPT?

  3 projects | /r/AutoGPT | 12 Jun 2023
• A note from our sponsor - SaaSHub
  www.saashub.com | 3 Dec 2024

  SaaSHub helps you find the best software and product alternatives Learn more →

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