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    A concise resource repository for machine learning

    innat innat Last update: Aug 22, 2023

    dancing_drogon

    A concise resource repository for machine learning. Here, It'll remain concise but yet to comprehensive for machine learning resources and related stuff. It'll be updated continually with times.

    Table of Contents

    Among the following content which are BOLD, you may like to click them first.

    Book Materials

    Some of the most influential book lists in the related field.

    Machine Learning (ML)

    Deep Learning

    Data Science

    Online Course

    Some of the most influential high rated, resourceful and promising MOOC courses.

    Machine Learning

    Deep Learning

    Data Science

    Research Databases

    Some enrich online research databases.

    GitHub (WIP)

    Some open source project to facilitate computer vision task, i.e. classification, detection, semanctic / instance / panoptic segmentation, object tracking, keypoint detection, optical character recognition, etc.

    OS Projects Research Paper Explained Blogs
    Detectron2 Blog Doc
    OpenMMLab - -
    2D Segmentation-PyTorch - Doc
    2D Segmentation-Keras - Doc
    CAM Arxiv Doc
    PythonRobotics - -
    - - -

    Kaggle

    Best Blog

    Very few amount of amazing blogs.

    Conferences

    YouTube Star

    Contact

    If you've anything in mind that you think is awesome and would fit here, feel free to send a pull request or if you're just feeling social, feel free to email me or reach out on LinkedIn.

    Tags:

    Owner

    innat

    innat
    GitHub Repository https://github.com/innat
    Programmed the SDN controller to monitor the traffic, predict the traffic behaviour and detect DDOS traffic in the cloud network and mitigate it. Machine learning SVM algorithm was used to predict the malicious traffic in the network, achieved an accuracy of 98% and detection rate of 100%. Technologies Used are, SDN, ML SVM, Openflow, Ryu controller, Python, Mininet, iperf, hping3, linux commands.
    vishalsingh45
    50 Apr 02, 2024
    Stress classifier with AutoML

    This repository presents an automated machine learning approach in Python to create a stress monitoring system with data from devices such as fitness trackers. With the rising popularity of trackers …

    chriotte
    50 Apr 04, 2024
    Solutions to the 'Applied Machine Learning In Python' Coursera course exercises
    amirkeren
    50 Mar 10, 2024
    PyDeep is a machine learning / deep learning library with focus on unsupervised learning. The library has a modular design, is well documented and purely written in Python/Numpy. This allows you to understand, use, modify, and debug the code easily. Furthermore, its extensive use of unittests assures a high level of reliability and correctness.

    Welcome ################################## PyDeep is a machine learning / deep learning library with focus on unsupervised learning. The library has a modular design, is well documented and purely wr…

    MelJan
    51 Mar 18, 2024
    A 50-Day Guide to Becoming a Data Scientist with Python, SQL, and Machine Learning

    Welcome to the Data Science course! Over the next 50 days, you will learn a wide range of topics related to Python programming, data science, and machine learning. These topics will be covered in a v…

    anurag629
    51 Apr 13, 2024
    splearn: package for signal processing and machine learning with Python. Contains tutorials on understanding and applying signal processing.

    This repository contains tutorials on understanding and applying signal processing using NumPy and PyTorch. In order to begin the signal processing adventure, we need to understand what we are dealin…

    jinglescode
    51 Apr 16, 2024
    {Python}: Detect and extract the license plate of vehicles using Machine Learning and Image Processing Techniques

    This project aims to utilize Machine Learning and Image Processing techniques to detect/extract license plates of vehicle given an image. This module is aimed to extract features from a license plate…

    Sardhendu
    51 Dec 08, 2023
    Python script to generate fake datasets optimized for testing machine learning/deep learning workflows

    These datasets also work well when testing against AutoML approaches, as it has several traps just for that use case. The generated datasets have the following properties which test the limits of ML/…

    minimaxir
    51 Feb 04, 2024
    Repo where I recreate some popular machine learning models from scratch in Python

    This repository is for educational purposes. While the efficiency of the code or completeness is not as good as the one you could find in a library like sklearn, the simplification of the algorithm a…

    cristianleoo
    51 Apr 15, 2024
    Machine learning in Python for stock market and forex market predictions (fully functional)

    OPEN-SOURCE PROJECT | Machine learning in Python and MQL4 for stock market and forex market predictions and fully automated trading.

    MikaelFuresjo
    51 Nov 05, 2023

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