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Machine Learning Fanatic
100-Days-Of-ML-Code. 100 Days of ML Coding
★ 51k100-Days-of-ML-Code-Chinese-Version. Chinese Translation for Machine Learning Infographics
★ 3.5kproject-based-learning. Curated list of project-based tutorials
★ 87School-of-AI. Repository for Resources and Code used in Dehradun School of AI Workshops and Meetups
★ 48Projects. :page_with_curl: A list of practical projects that anyone can solve in any programming language.
★ 45Digital-Image-Processing. Implementations and Notes for Digital Image Processing
★ 27Deeplearning.ai-Natural-Language-Processing-Specialization. This repository contains my full work and notes on Coursera's NLP Specialization (Natural Language Processing) taught by the instructor Younes Bensouda Mourri and Łukasz Kaiser offered by deeplearning.ai
★ 24DeepLearning.ai-Summary. This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.
★ 22AITensorFlowSpecialization. My notes for coursera course AI TensorFlow in Practice Specialization.
★ 16dlaicourse. Notebooks for learning deep learning
★ 145-lang-polyglot. Weekly Code of famous algorithms in 5 Languages
★ 9aima-python. Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
★ 5Avik-Jain.
★ 4electron. Build cross-platform desktop apps with JavaScript, HTML, and CSS
★ 3The-Mammoth-Encyclopedia-of-.
★ 3Avik-Jain.github.io. HTML
★ 1aima-glossary.
★ 1frostwire. An easy to use Cloud Downloader, BitTorrent Client and Media Player. Search, Download, Play, Share
★ 1awesome-pinescript. A Comprehensive Collection of Everything Related to Tradingview Pine Script.
★ 1.8kpython-binance-profit. Script to submit a buy order followed by an automatic sell OCO order
★ 49machine-learning-for-trading. Code for Machine Learning for Trading, 3rd edition — from data sourcing to live execution.
★ 20kbacktesting.py. 🔎 📈 🐍 💰 Backtest trading strategies in Python.
★ 8.7ksurpriver. Find big moving stocks before they move using machine learning and anomaly detection
★ 1.9kAIAlpha. Use unsupervised and supervised learning to predict stocks
★ 1.9kStockSharp. Algorithmic trading and quantitative trading open source platform to develop trading robots (stock markets, forex, crypto, bitcoins, and options).
★ 10kleetcode_company_wise_questions. This is a repository containing the list of company wise questions available on leetcode premium
★ 7.4kfucking-algorithm. Crack LeetCode, not only how, but also why.
★ 135kdata-engineer-roadmap. Roadmap to becoming a data engineer in 2021
★ 13khiring-without-whiteboards. ⭐️ Companies that don't have a broken hiring process
★ 51khomemade-machine-learning. 🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
★ 25kfastai. The fastai deep learning library
★ 28kshields. Concise, consistent, and legible badges in SVG and raster format
★ 27knumpy-ml. Machine learning, in numpy
★ 16kFlutter-Course-Resources. Learn to Code While Building Apps - The Complete Flutter Development Bootcamp
★ 11kawesome-flask. A curated list of awesome Flask resources and plugins
★ 13kMade-With-ML. Learn how to develop, deploy and iterate on production-grade ML applications.
★ 49kMachine-Learning-Tutorials. machine learning and deep learning tutorials, articles and other resources
★ 18kdata-science. 📊 Path to a free self-taught education in Data Science!
★ 22kA-to-Z-Resources-for-Students. ✅ Curated list of resources for developers
★ 22kkeras-applications. Reference implementations of popular deep learning models.
★ 2knumerical-linear-algebra. Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
★ 11kmit-deep-learning. Tutorials, assignments, and competitions for MIT Deep Learning related courses.
★ 10kDeOldify. A Deep Learning based project for colorizing and restoring old images (and video!)
★ 18kDeepLearning-500-questions. 深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系scutjy2015@163.com 版权所有,违权必究 Tan 2018.06
★ 57kDoodleMaster. "Don't code your UI, Draw it !"
★ 2.4kFabrik. :factory: Collaboratively build, visualize, and design neural nets in browser
★ 1.1kawesome-piracy. A curated list of awesome warez and piracy links
★ 27kTensorFlow-Course. :satellite: Simple and ready-to-use tutorials for TensorFlow
★ 16kPythonDataScienceHandbook. Python Data Science Handbook: full text in Jupyter Notebooks
★ 49kcoding-interview-university. A complete computer science study plan to become a software engineer.
★ 356kNeural_Arithmetic_Logic_Units. This is the code for "Neural Arithmetic Logic Units" By Siraj Raval on Youtube
★ 91pythonprogramming. pythonprogramming.net PyQt4 to PyQt5 upgrade
★ 128ideas. 💡 Looking for inspiration for your next open source project? Or perhaps you've got a brilliant idea you can't wait to share with others? Open Source Ideas is a community built specifically for this! 👋
★ 6.8kog-aws. 📙 Amazon Web Services — a practical guide
★ 36kCycleGAN. Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
★ 13kpix2pix-tensorflow. Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets https://phillipi.github.io/pix2pix/
★ 5.1kmachinelearning. ML.NET is an open source and cross-platform machine learning framework for .NET.
★ 9.3kawesome-python-in-education. A curated list about Python in Education :snake: :mortar_board:
★ 906pycrumbs. Bits and bytes of Python from the Internet
★ 3.3kopencv. OpenCV projects: Face Recognition, Machine Learning, Colormaps, Local Binary Patterns, Examples...
★ 706awesome-project-ideas. Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
★ 9.2kData-Analysis-and-Machine-Learning-Projects. Repository of teaching materials, code, and data for my data analysis and machine learning projects.
★ 6.7kbadges. :pencil: Markdown code for lots of small badges :ribbon: :pushpin: (shields.io, forthebadge.com etc) :sunglasses:. Contributions are welcome! Please add yours!
★ 4.6kMachine_Learning_Journey. This is the Curriculum for "Machine Learning Journey" By Siraj Raval on Youtube
★ 959Projects. :page_with_curl: A list of practical projects that anyone can solve in any programming language.
★ 48kos01. Bootstrap yourself to write an OS from scratch. A book for self-learner.
★ 14kawesome-educational-games. A curated list of awesome educational games to learn editors, languages, programming, etc
★ 1.1kawesome-aws. A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources. Featuring the Fiery Meter of AWSome.
★ 14kawesome-public-datasets. A topic-centric list of HQ open datasets.
★ 77kdive-into-machine-learning. Free ways to dive into machine learning with Python and Jupyter Notebook. Notebooks, courses, and other links. (First posted in 2016.)
★ 11kgoogle-images-download. Python Script to download hundreds of images from 'Google Images'. It is a ready-to-run code!
★ 8.7kinstagram-scraper. Scrape the Instagram frontend. Inspired from twitter-scraper by @kennethreitz.
★ 945python_data_science_and_machine_learning_bootcamp. Jupyter notebook for Udemy course: Python data science and machine learning bootcamp
★ 230foundations_for_deep_learning. Building a foundation for deep learning with mathematics and neuroscience
★ 122cufflinks. Productivity Tools for Plotly + Pandas
★ 3.1kComplete-Python-3-Bootcamp. Course Files for Complete Python 3 Bootcamp Course on Udemy
★ 30kmatplotlib-tutorial. Matplotlib tutorial for beginner
★ 3.2kmatplotlib. matplotlib: plotting with Python
★ 23kscipy-2016-sklearn. Scikit-learn tutorial at SciPy2016
★ 517sklearn_tutorial. Materials for my scikit-learn tutorial
★ 1.8knumpy-tutorial. Numpy beginner tutorial
★ 520numpy. The fundamental package for scientific computing with Python.
★ 32kpandas. Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
★ 49kpandas-cookbook. Recipes for using Python's pandas library
★ 7.1kmachine-learning-open-source. Monthly Series - Machine Learning Top 10 Open Source Projects
★ 992AI_Freelancing. This is the code for "How to Do Freelance AI Programming" By Siraj Raval on Youtube
★ 250Android-Learning-Resources.
★ 139MPAndroidChart. A powerful 🚀 Android chart view / graph view library, supporting line- bar- pie- radar- bubble- and candlestick charts as well as scaling, panning and animations.
★ 38kCS-Notes. :books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计
★ 185kawesome. 😎 Awesome lists about all kinds of interesting topics
★ 484kflutter. Flutter makes it easy and fast to build beautiful apps for mobile and beyond
★ 178kinteractive-coding-challenges. 120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
★ 32kpython-guide. Python best practices guidebook, written for humans.
★ 30kscrapy. Scrapy, a fast high-level web crawling & scraping framework for Python.
★ 63kmachine-learning-for-software-engineers. A complete daily plan for studying to become a machine learning engineer.
★ 29kTensorFlow-Examples. TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
★ 44kdocker-curriculum. :dolphin: A comprehensive tutorial on getting started with Docker!
★ 6.1kawesome-serverless. :cloud: A curated list of awesome services, solutions and resources for serverless / nobackend applications.
★ 7.6kdocker_practice. 最新Docker容器技术,从真实案例中学习最佳实践!| Learn and understand Docker&Container technologies, with real DevOps practice!
★ 26kkubernetes. Production-Grade Container Scheduling and Management
★ 124kawesome-kubernetes. A curated list for awesome kubernetes sources :ship::tada:
★ 16kbest-resume-ever. :necktie: :briefcase: Build fast :rocket: and easy multiple beautiful resumes and create your best CV ever! Made with Vue and LESS.
★ 16kproject-based-learning. Curated list of project-based tutorials
★ 273kawesome-podcasts. Collection of awesome podcasts
★ 13kawesome-cheatsheet. :beers: awesome cheatsheet
★ 8.5kAwesome-CV. :page_facing_up: Awesome CV is LaTeX template for your outstanding job application
★ 28kawesome-android. A curated list of awesome Android packages and resources.
★ 12kawesome-for-beginners. A list of awesome beginners-friendly projects.
★ 87kbe-a-professional-programmer. 成为专业程序员路上用到的各种优秀资料、神器及框架
★ 9.9kmovies-for-hackers. 🎬 A curated list of movies every hacker & cyberpunk must watch.
★ 12kawesome-dotnet. A collection of awesome .NET libraries, tools, frameworks and software
★ 21kawesome-deep-learning. A curated list of awesome Deep Learning tutorials, projects and communities.
★ 29kawesome-design. 🌟 Curated design resources from all over the world.
★ 17kawesome-docker. :whale: A curated list of Docker resources and projects
★ 36kawesome-interview-questions. :octocat: A curated awesome list of lists of interview questions. Feel free to contribute! :mortar_board:
★ 83kAwesome-Hacking. A collection of various awesome lists for hackers, pentesters and security researchers
★ 116kawesome-courses. :books: List of awesome university courses for learning Computer Science!
★ 70kgithub-cheat-sheet. A list of cool features of Git and GitHub.
★ 58kawesome-android-ui. A curated list of awesome Android UI/UX libraries
★ 57kpapers-we-love. Papers from the computer science community to read and discuss.
★ 108kawesome-python. An opinionated list of Python frameworks, libraries, tools, and resources
★ 307kalgorithms_and_data_structures. 180+ Algorithm & Data Structure Problems using C++
★ 6.1kmachine_learning_basics. Plain python implementations of basic machine learning algorithms
★ 4.4kawesome-competitive-programming. :gem: A curated list of awesome Competitive Programming, Algorithm and Data Structure resources
★ 14kPython. All Algorithms implemented in Python
★ 223ktech-interview-handbook. Curated coding interview preparation materials for busy software engineers
★ 141kinterviews. Everything you need to know to get the job.
★ 65kmodels. Models and examples built with TensorFlow
★ 78kjavascript-algorithms. 📝 Algorithms and data structures implemented in JavaScript with explanations and links to further readings
★ 196kTensorFlow-Tutorials. Simple tutorials using Google's TensorFlow Framework
★ 6kawesome-tensorflow. TensorFlow - A curated list of dedicated resources http://tensorflow.org
★ 18kawesome-machine-learning. A curated list of awesome Machine Learning frameworks, libraries and software.
★ 73ktensorflow. An Open Source Machine Learning Framework for Everyone
★ 196kTheano. Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as PyTensor: www.github.com/pymc-devs/pytensor
★ 10kscikit-learn. scikit-learn: machine learning in Python
★ 67kawesome-rl. Reinforcement learning resources curated
★ 9.8kawesome-nlp. :book: A curated list of resources dedicated to Natural Language Processing (NLP)
★ 19kawesome-machine-learning-on-source-code. Cool links & research papers related to Machine Learning applied to source code (MLonCode)
★ 6.6kmedical-data.
★ 6kdata. Data and code behind the articles and graphics at FiveThirtyEight
★ 17kdata. An index of all open-source data
★ 4.9kawesome-computer-vision. A curated list of awesome computer vision resources
★ 23kcan-i-take-over-xyz. "Can I take over XYZ?" — a list of services and how to claim (sub)domains with dangling DNS records.
★ 5.7kbugbounty-cheatsheet. A list of interesting payloads, tips and tricks for bug bounty hunters.
★ 6.5kamazon-scraper-python. Non-official client to get some info about products sold on Amazon
★ 879mit-deep-learning-book-pdf. MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
★ 14kPublic_Speaking. A repository of resources about public speaking, specifically in the context of software development and IT conferences.
★ 1.4kcode-canon. A catalog of code worth reading
★ 117frostwire. An easy to use Cloud Downloader, BitTorrent Client. Search, Download, Share
★ 591tribler. Privacy enhanced BitTorrent client with P2P content discovery
★ 5.3ktvm. Open Machine Learning Compiler Framework
★ 14kReinforcement_Learning_AI_Video_Games. Code for each week's short video of Siraj Raval Course on Reinforcement Learning "AI for Video Games"
★ 202the-math-of-intelligence. List of resources & possible pathway for the Math of Machine Learning and AI.
★ 417TensorFlow-Tutorials. TensorFlow Tutorials with YouTube Videos
★ 9.3kLearn_Machine_Learning_in_3_Months. This is the code for "Learn Machine Learning in 3 Months" by Siraj Raval on Youtube
★ 7.6kdiscount-for-student-dev. This is list of discounts on software (SaaS, PaaS, IaaS, etc.) and other offerings for developers who are students
★ 3.3kfrontend-dev-bookmarks. Manually curated collection of resources for frontend web developers.
★ 47kmissingno. Missing data visualization module for Python.
★ 4.2kLinux-MiniFirewall. MiniFirewall based on Packet Filtering
★ 1multi-client-file-server. Implementation of a file server capable of handling multiple clients.
★ 2SpellChecker. SpellChecker Reads a Dictionary file and test your file against it
★ 7Forensics-and-Image-Recovery. JPG Image recovey by searching JPG Image Signatures
★ 3markdown-here. Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.
★ 60kspeechpy. :speech_balloon: SpeechPy - A Library for Speech Processing and Recognition: http://speechpy.readthedocs.io/en/latest/
★ 883courses. fast.ai Courses
★ 5.7kbusysteg. :ghost: Hide information content into busy areas of images, optimally
★ 63true-random. :game_die: Generate "truly" random numbers (WARNING: NOT RANDOM!!! The "truly" is in sarcasquotes)
★ 87chaos-game. :collision: Play the chaos game to create amazing fractal images
★ 41papers-I-read. A-Paper-A-Week
★ 957icmptunnel. Transparently tunnel your IP traffic through ICMP echo and reply packets.
★ 3.3kDieHard. DieHard: An error-resistant memory allocator for Windows, Linux, and Mac OS X
★ 1Movie-Recommendation-System. Implementation of movie recommendation system using C
★ 18Machine_Learning_Projects. AI + ML + DL
★ 3ML. Python
★ 1keras. Deep Learning for humans
★ 64kawesome-deep-learning-papers. The most cited deep learning papers
★ 26kDeep-Learning-Papers-Reading-Roadmap. Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
★ 40k