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    machine-learning-andrew-ng
    Python solutions to Andrew Ng's Machine Learning Course Exercises

    This repository is a work in progress. It contains a set of Jupyter notebooks solving the homework problems for Andrew Ng's Machine Learning Course. Other Python solutions have been published onlin…

    andrewenoble
    55 Apr 19, 2024
    NeuralFoil
    NeuralFoil is an airfoil aerodynamics analysis tool using physics-informed machine learning, in pure Python/NumPy.

    NeuralFoil comes with 8 different neural network models, with increasing levels of complexity: This spectrum offers a tradeoff between accuracy and computational cost. Using NeuralFoil is dead-simple…

    peterdsharpe
    62 Apr 18, 2024
    RealTime3DPoseTracker-OpenPose
    Real time 3D pose tracking and Hand Gesture Recognition using OpenPose, Python Machine Learning Toolkits, Realsense and Kinect libraries.

    Real time 3D pose tracking and Hand Gesture Recognition using OpenPose, Python Machine Learning Toolkits, Realsense and Kinect libraries. INSTALLATION STEPS: OpenPose and PyOpenPose Machine: 4 GPU, G…

    bagridag
    54 Apr 18, 2024
    uvicorn-gunicorn-machine-learning-docker
    Docker image for high-performance Machine Learning web applications. With Uvicorn managed by Gunicorn in Python 3.7 and 3.6, using Conda, with CUDA and TensorFlow variants.

    I'm currently not using this Docker image, so I won't be able to keep it updated or add changes any time soon. You might still find some internal pieces of code useful for your own use cases and your…

    tiangolo
    65 Apr 18, 2024
    pyitlib
    A library of information-theoretic methods for data analysis and machine learning, implemented in Python and NumPy.

    pyitlib is an MIT-licensed library of information-theoretic methods for data analysis and machine learning, implemented in Python and NumPy. pyitlib implements the following 19 measures on discrete r…

    pafoster
    89 Apr 18, 2024
    Pairs-Trading-with-Machine-Learning
    Pair Trading Strategy using Machine Learning written in Python

    Notebook file: implement strategy on Russell3000 It implements the Pairs Trading strategy with Machine Learning to find the most profitable portfolio. The idea is based on the stocks that share loadi…

    wangy8989
    100 Apr 18, 2024
    elm
    Python Extreme Learning Machine (ELM) is a machine learning technique used for classification/regression tasks.

    Python Extreme Learning Machine (ELM) is a machine learning technique used for classification/regression tasks.

    acba
    90 Apr 18, 2024
    DataScience-ML-LearningHub
    A delightful collection of free resources and tutorials for Python, data science, and machine learning. Dive into the world of coding, uncover the secrets of data analysis, and unleash the power of machine learning with our beginner-friendly materials. Join our community of learners and let's spoon-feed your curiosity together! 🥄🐍📊🤖

    🥄🐍📊🤖 DataMastermind is your go-to repository for learning Python, mastering data science, and exploring the fascinating world of machine learning. Whether you're a beginner or looking to level up you…

    SaM-92
    70 Apr 17, 2024
    Phishing-Website-Detection
    It is a project of detecting phishing websites which are main cause of cyber security attacks. It is done using Machine learning with Python

    Financial industry involves an extremely high volume of real time online transactions. This makes vulnerable to fraud. Fraud detection is using security measures to prevent third parties from obtaini…

    chamanthmvs
    124 Apr 17, 2024
    hilo-mpc
    HILO-MPC is a Python toolbox for easy, flexible and fast development of machine-learning-supported optimal control and estimation problems

    Currently the following machine learning models are supported: The following machine learning models are currently under development: At the moment the following MPC and optimal control problems can …

    hilo-mpc
    150 Apr 17, 2024
    5-python-projects
    🐍 5 Python Projects in: Game Development, Machine Learning, Web Development, Data Visualization, and Scripting.

    I must not be the only one facing this 'idea-block.' So, I wanted to create a beginner-friendly collection of Python projects that are accessible, fun to learn, and easy to clone and expand. 👌 This p…

    harshibar
    101 Apr 17, 2024
    CS229-Python
    Exercises and solutions to Stanford CS229 Machine Learning in Python

    This repository contains the problem sets for Stanford CS229 (Machine Learning) on Coursera translated to Python 3. It also contains some of my notes. The following Python packages are used: You can …

    rickwierenga
    165 Apr 17, 2024
    heat
    Distributed tensors and Machine Learning framework with GPU and MPI acceleration in Python

    Heat is a distributed tensor framework for high performance data analytics. With Heat you can: If you need a functionality that is not yet supported: It should print something like this: In order to …

    helmholtz-analytics
    193 Apr 17, 2024
    Practical-Machine-Learning-With-Python
    Machine Learning Tutorials in Python

    Machine Learning tutorials in Python

    savan77
    188 Apr 17, 2024
    Python-Course
    Python Basics, Machine Learning and Deep Learning

    This is a personal repository to teach Python, Machine Learning and Deep Learning(Basics)

    TheGlitchCat
    51 Apr 17, 2024
    GeostatsPy_Intro_Course
    Introduction to spatial data analytics and machine learning with GeostatsPy Python package

    This course provides an introduction to GeostatsPy, an open source Python package for Spatial / Subsurface Data Analytics and Geostatistics, with fundamental spatial data analytics concepts in lectur…

    GeostatsGuy
    141 Apr 16, 2024
    drawing-classifier
    A Python application which uses machine learning classification algorithms to classify drawings of the user.

    A Python application which uses machine learning classification algorithms to classify drawings of the user. NEURALNINE (c) 2019 Drawing Classifier ML Alpha v0.1 This script allows you to define thre…

    NeuralNine
    53 Apr 16, 2024
    Etherscan-ML
    Python Data Science and Machine Learning Library for the Ethereum and ERC-20 Blockchain

    This is an ongoing project. Made by Elyse Lam for the USC Viterbi Data Science Bootcamp Original py-etherscan-api was a well built scaffolding for python scripts using the Etherscan API. The examples…

    elyselam
    140 Apr 16, 2024
    Machine-Learning
    This repository contains implementations of all Machine Learning Algorithms from scratch in Python. Mathematics required for ML and many projects have also been included.
    vanshika230
    172 Apr 16, 2024
    python-data-engineering-resources
    A handpicked collection of resources for Python developers in data engineering, machine learning, and AI. Inside, you'll discover a neatly arranged selection of frameworks, libraries, and tools crucial for machine learning, ETL, ORM, data/schema validation, database migration, and more, all focused on Python.

    Welcome to my repository of Data Engineering with Python resources! Throughout my time as a Data Engineer, I've gathered many bookmarks and resources that have really helped me learn and do my job. I…

    vajol
    60 Apr 16, 2024

    Popular Components

    system-design-primer
    Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

    Learn how to design large-scale systems. Prep for the system design interview. Learning how to design scalable systems will help you become a better engineer. This is a continually updated, open sour…

    donnemartin
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    tensorflow
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    TensorFlow was originally developed by researchers and engineers working within the Machine Intelligence team at Google Brain to conduct research in machine learning and neural networks. However, the…

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    Python
    All Algorithms implemented in Python

    Implementations are for learning purposes only. They may be less efficient than the implementations in the Python standard library. Use them at your discretion.

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    ohmyzsh
    🙃 A delightful community-driven (with 2,200+ contributors) framework for managing your zsh configuration. Includes 300+ optional plugins (rails, git, macOS, hub, docker, homebrew, node, php, python, etc), 140+ themes to spice up your morning, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.

    Sounds boring. Let's try again. Finally, you'll begin to get the sort of attention that you have always felt you deserved. ...or maybe you'll use the time that you're saving to start flossing more of…

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    AutoGPT
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    Among our currently benchmarked agents, AutoGPT scores the best. This will change after the hackathon - the top-performing generalist agent will earn the esteemed position as the primary AutoGPT 🎊 📈 …

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    transformers
    🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

    State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow 🤗 Transformers provides thousands of pretrained models to perform tasks on different modalities such as text, vision, and audio. Thes…

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    realworld
    "The mother of all demo apps" — Exemplary fullstack Medium.com clone powered by React, Angular, Node, Django, and many more

    Over 100 implementations have been created using various languages, libraries, and frameworks.

    gothinkster
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    fastapi
    FastAPI framework, high performance, easy to learn, fast to code, ready for production

    FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3.8+ based on standard Python type hints. The key features are: * estimation based on tests on an internal de…

    tiangolo
    70.11K Apr 03, 2024
    core
    :house_with_garden: Open source home automation that puts local control and privacy first.

    Open source home automation that puts local control and privacy first. Powered by a worldwide community of tinkerers and DIY enthusiasts. Perfect to run on a Raspberry Pi or a local server.

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    devops-exercises
    Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions

    ℹ️  This repo contains questions and exercises on various technical topics, sometimes related to DevOps and SRE 🛑  If you are interested in pursuing a career as DevOps engineer, learning some of the …

    bregman-arie
    61.96K Feb 20, 2024
    ML-For-Beginners
    12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

    🌍 Travel around the world as we explore Machine Learning by means of world cultures 🌍 Travel with us around the world as we apply these classic techniques to data from many areas of the world. Each l…

    microsoft
    60.47K Nov 25, 2023
    scikit-learn
    scikit-learn: machine learning in Python

    It is currently maintained by a team of volunteers. scikit-learn requires: You can check the latest sources with the command: The project is currently maintained by a team of volunteers.

    scikit-learn
    57.6K Mar 09, 2024
    scrapy
    Scrapy, a fast high-level web crawling & scraping framework for Python.

    Scrapy is a BSD-licensed fast high-level web crawling and web scraping framework, used to crawl websites and extract structured data from their pages. It can be used for a wide range of purposes, fro…

    scrapy
    50.24K Feb 27, 2024
    nerd-fonts
    Iconic font aggregator, collection, & patcher. 3,600+ icons, 50+ patched fonts: Hack, Source Code Pro, more. Glyph collections: Font Awesome, Material Design Icons, Octicons, & more

    The following Sankey flow diagram shows the current glyph sets included: If you want download the latest release of a given font inside a script you can use (replace "JetBrainsMono" with your font): …

    ryanoasis
    48.77K Dec 27, 2023
    open-source-mac-os-apps
    🚀 Awesome list of open source applications for macOS. https://t.me/s/opensourcemacosapps

    You can see in which language an app is written. Currently there are following languages: Thanks to all the people who contribute:

    serhii-londar
    37.8K Dec 09, 2023
    spark
    Apache Spark - A unified analytics engine for large-scale data processing

    Spark is a unified analytics engine for large-scale data processing. It provides high-level APIs in Scala, Java, Python, and R, and an optimized engine that supports general computation graphs for da…

    apache
    37.5K Dec 29, 2023
    awesome-cheatsheets
    👩‍💻👨‍💻 Awesome cheatsheets for popular programming languages, frameworks and development tools. They include everything you should know in one single file.

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    sentry
    Developer-first error tracking and performance monitoring

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    mitmproxy
    An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.

    General information, tutorials, and precompiled binaries can be found on the mitmproxy website. The documentation for mitmproxy is available on our website: If you have questions on how to use mitmpr…

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