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Latest posts
Last updated about 6 years ago
Introduction to Learning to Trade with Reinforcement Learning
about 6 years ago
Thanks a lot to @aerinykim, @suzatweet and @hardmaru for the useful feedback...
AI and Deep Learning in 2017 – A Year in Review
over 6 years ago
The year is coming to an end. I did not write nearly...
Hype or Not? Some Perspective on OpenAI’s DotA 2 Bot
over 6 years ago
When I read today’s news about OpenAI’s DotA 2 bot beating human...
Learning Reinforcement Learning (with Code, Exercises and Solutions)
over 7 years ago
Skip all the talk and go directly to the Github Repo with...
RNNs in Tensorflow, a Practical Guide and Undocumented Features
over 7 years ago
In a previous tutorial series I went over some of the theory...
Deep Learning for Chatbots, Part 2 – Implementing a Retrieval-Based Model in Tensorflow
almost 8 years ago
The Code and data for this tutorial is on Github. Retrieval-Based bots...
Deep Learning for Chatbots, Part 1 – Introduction
about 8 years ago
Chatbots, also called Conversational Agents or Dialog Systems, are a hot topic...
Attention and Memory in Deep Learning and NLP
over 8 years ago
A recent trend in Deep Learning are Attention Mechanisms. In an interview...
Implementing a CNN for Text Classification in TensorFlow
over 8 years ago
The full code is available on Github. In this post we will...
Understanding Convolutional Neural Networks for NLP
over 8 years ago
When we hear about Convolutional Neural Network (CNNs), we typically think of...
Recurrent Neural Network Tutorial, Part 4 – Implementing a GRU/LSTM RNN with Python and Theano
over 8 years ago
The code for this post is on Github. This is part 4...
Recurrent Neural Networks Tutorial, Part 3 – Backpropagation Through Time and Vanishing Gradients
over 8 years ago
This the third part of the Recurrent Neural Network Tutorial. In the...