BlogHide Resteemsdeeplearning (37)in programming • 7 years agoTensorFlow.js - equivalent of the popular TensorFlow library for the javascript languageIntroduction 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…deeplearning (37)in ai • 7 years agoStyle transfer using neural networksIntroduction 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…deeplearning (37)in ai • 7 years agoPopular neural network typesMultilayer 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:…deeplearning (37)in ai • 7 years agoAlphaZero defeats the best engines in chess, shogi and GoNot 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…deeplearning (37)in machine-learning • 7 years agoPretrained deep learning models with demosModels 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:…deeplearning (37)in programming • 7 years agoNLP Tasks and ReferencesList contains such topics as: Anaphora Resolution Automated Essay Scoring Automatic Speech Recognition Automatic Summarisation Coreference Resolution Entity Linking…deeplearning (37)in programming • 7 years agoFree books for Machine LearningFree books: Mining of Massive Datasets An Introduction to Statistical Learning (with applications in R) Deep Learning Bayesian methods for hackers Understanding Machine…deeplearning (37)in programming • 7 years agoNotes on Machine Learning & Artificial IntelligenceNotes contains such topics as: Machine Learning Deep Learning Python Statistics Cloud computing Javacript SQL Scala Regex Mathematics Algorithms deeplearning (37)in programming • 7 years agoDeep learning resources List contains: online courses books articles libraries datasets math theory papers YT channels / videosdeeplearning (37)in programming • 7 years agoList of machine learning courses - ranked by reviewsTop 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…deeplearning (37)in programming • 7 years agoMachine learning cheat sheetsGreat cheat sheets for: Machine Learning / Deep Learning frameworks (Tensorflow, Keras, Scikit-learn) Python numerical / scientific libraries (numpy, scipy, pandas) Plot libraries…deeplearning (37)in deep-learning • 7 years agoOpenAI: Competitive Self-Play 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…
