deeplearning

Introduction Tensorflow is a very popular open source deep learning library, mainly for python. It was created by the Google Brain. For a long time there was no equivalent to javascript, which would be

Introduction Style transfer (also known as color transfer) is a technique that transfers style from one image (or multiple images) to another while maintaining its structure. So if we have a black-and-white

Multilayer Perceptron This is the most popular type of neural network. It consists of an input layer, then a hidden layer and an output layer. The structure of such a network is as follows: Here we have

Not so long ago AlphaGo Zero celebrated the triumphs in the game Go, and now DeepMind presented a new version called AlphaZero, which is more generic, because it faced the strongest engines in games such

Models are pretrained so after download there is no need to train them. ​ Object recognition: VGG16 Inception V3 Mobile Net Object Detection: SSD Inception v2 NLP: Unsupervised Sentiment Neuron DeepMoji

List contains such topics as: Anaphora Resolution Automated Essay Scoring Automatic Speech Recognition Automatic Summarisation Coreference Resolution Entity Linking Grammatical Error Correction Grapheme

Free books: Mining of Massive Datasets An Introduction to Statistical Learning (with applications in R) Deep Learning Bayesian methods for hackers Understanding Machine Learning: From Theory to Algorithms

Notes contains such topics as: Machine Learning Deep Learning Python Statistics Cloud computing Javacript SQL Scala Regex Mathematics Algorithms ​

​ List contains: online courses books articles libraries datasets math theory papers YT channels / videos

Top courses from list: Machine Learning (Stanford University via Coursera) Machine Learning (Columbia University via edX) [Machine Learning A-Z™: Hands-On Python & R In Data Science]( _

Great cheat sheets for: Machine Learning / Deep Learning frameworks (Tensorflow, Keras, Scikit-learn) Python numerical / scientific libraries (numpy, scipy, pandas) Plot libraries (Matplotlib - python,

​ OpenAI set up competitions between 3D robots. Each robot has a goal (push the other robot, go to other side, kick the ball). The robots learn behaviors like tackling, ducking, faking, kicking and catching,