Python Pattern Recognition

Open-source Python projects categorized as Pattern Recognition
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Top 3 Python Pattern Recognition Projects

Pattern Recognition

  • tmu

    Implements the Tsetlin Machine, Coalesced Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, and Weighted Tsetlin Machine, with support for continuous features, drop clause, Type III Feedback, focused negative sampling, multi-task classifier, autoencoder, literal budget, and one-vs-one multi-class classifier. TMU is written in Python with wrappers for C and CUDA-based clause evaluation and updating.

    Project mention: Tsetlin machine – the other AI toolbooks | news.ycombinator.com | 2023-12-09

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  • CogAlg

    This project is a Computer Vision implementation of general hierarchical pattern discovery principles introduced in README

  • DataPatternX

    DataPatternX is a starter kit for seamless data pattern analysis. It connects to a PostgreSQL database (e.g., Neon Serverless Postgres), retrieves complex data patterns, and plots charts. The kit includes modules for database connection, query execution, chart plotting, and easy CLI tools for efficient interaction.

    Project mention: DataPatternX: Candlestick Pattern Analysis Starter Kit | dev.to | 2024-08-25

    Building DataPatternX allowed me to explore the intersection of financial data analysis and open-source development, pushing the boundaries of what I could achieve despite the challenges. I invite you to check out the project, write your thoughts, and explore what it has to offer.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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Python Pattern Recognition related posts

  • Tsetlin machine – the other AI toolbooks

    1 project | news.ycombinator.com | 9 Dec 2023

  • Tsetlin Machine Unified (TMU) - One Codebase to Rule Them All

    1 project | /r/tsetlinmachine | 5 Dec 2023

  • [R] New Tsetlin machine learning scheme creates up to 80x smaller logical rules, benefitting hardware efficiency and interpretability.

    1 project | /r/MachineLearning | 21 Jan 2023

  • This Artificial Intelligence (AI) Research From Norway Introduces Tsetlin Machine-Based Autoencoder For Representing Words Using Logical Expressions

    1 project | /r/machinelearningnews | 10 Jan 2023

  • Best Possible Book Recommended for Machine Learning [Discussion] [D] [Recommendation]

    2 projects | /r/MachineLearning | 9 May 2021
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Index

What are some of the best open-source Pattern Recognition projects in Python? This list will help you:

Project Stars
1 tmu 119
2 CogAlg 91
3 DataPatternX 1

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