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deeplearning (37)in #programming • 6 years ago
TensorFlow.js - equivalent of the popular TensorFlow library for the javascript language
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…
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deeplearning (37)in #ai • 7 years ago
Style transfer using neural networks
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.…
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deeplearning (37)in #ai • 7 years ago
Popular neural network types
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…
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deeplearning (37)in #ai • 7 years ago
AlphaZero defeats the best engines in chess, shogi and Go
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…
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deeplearning (37)in #machine-learning • 7 years ago
Pretrained deep learning models with demos
Models are pretrained so after download there is no need to train them. Object recognition: VGG16 Inception V3 Mobile Net Object Detection: SSD…
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deeplearning (37)in #programming • 7 years ago
NLP Tasks and References
List contains such topics as: Anaphora Resolution Automated Essay Scoring Automatic Speech Recognition Automatic Summarisation Coreference Resolution…
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deeplearning (37)in #programming • 7 years ago
Free books for Machine Learning
Free books: Mining of Massive Datasets An Introduction to Statistical Learning (with applications in R) Deep Learning Bayesian methods for hackers…
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deeplearning (37)in #programming • 7 years ago
Notes on Machine Learning & Artificial Intelligence
Notes contains such topics as: Machine Learning Deep Learning Python Statistics Cloud computing Javacript SQL Scala Regex Mathematics Algorithms
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deeplearning (37)in #programming • 7 years ago
Deep learning resources
List contains: online courses books articles libraries datasets math theory papers YT channels / videos
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deeplearning (37)in #programming • 7 years ago
List of machine learning courses - ranked by reviews
Top courses from list: Machine Learning (Stanford University via Coursera) Machine Learning (Columbia University via edX) [Machine Learning A-Z™: Hands-On Python…
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deeplearning (37)in #programming • 7 years ago
Machine learning cheat sheets
Great cheat sheets for: Machine Learning / Deep Learning frameworks (Tensorflow, Keras, Scikit-learn) Python numerical / scientific libraries (numpy, scipy, pandas)…
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deeplearning (37)in #deep-learning • 7 years ago
OpenAI: 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…
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