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applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

ar.js

Efficient Augmented Reality for the Web - 60fps on mobile!

awesome-gis

😎Awesome GIS is a collection of geospatial related sources, including cartographic tools, geoanalysis tools, developer tools, data, conference & communities, news, massive open online course, some amazing map sites, and more.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-python-books

:books: Directory of Python books

blocks

A Theano framework for building and training neural networks

books

Awesome Books

c-plus-plus

Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.

data-science--cheat-sheet

Cheat Sheets

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

deep-learning-experiments

Notes and experiments to understand deep learning concepts

deep-learning-papers

Papers about deep learning ordered by task, date. Current state-of-the-art papers are labelled.

deeplearningbook-notes

Notes on the Deep Learning book from Ian Goodfellow, Yoshua Bengio and Aaron Courville (2016)

developer-roadmap

Roadmap to becoming a web developer in 2020

discretemathematics

faceswap

Deepfakes Software For All

free-programming-books

:books: Freely available programming books

gene-graph-conv

Towards Gene Expression Convolutions using Gene Interaction Graphs

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

interview

Resources to crack the next coding interview

ivado-mila-dl-school-2019

IVADO/ Mila's Summer Deep Learning School

ivado-mila-dl-school-2019-vancouver

ludwig

Ludwig is a toolbox built on top of TensorFlow that allows to train and test deep learning models without the need to write code.

machine-learning-for-software-engineers

A complete daily plan for studying to become a machine learning engineer.

machine-learning-for-trading

Notebooks, resources and references accompanying the book Machine Learning for Algorithmic Trading

machine-learning-tutorials

machine learning and deep learning tutorials, articles and other resources

machinelearning

Basic Machine Learning and Deep Learning

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

ml-for-beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all