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Latest posts

Last updated over 2 years ago

Introduction to Learning to Trade with Reinforcement Learning

over 2 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 2 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

about 3 years ago

When I read today’s news about OpenAI’s DotA 2 bot beating human...

Learning Reinforcement Learning (with Code, Exercises and Solutions)

almost 4 years ago

Skip all the talk and go directly to the Github Repo with...

RNNs in Tensorflow, a Practical Guide and Undocumented Features

about 4 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

about 4 years ago

The Code and data for this tutorial is on Github. Retrieval-Based bots...

Deep Learning for Chatbots, Part 1 – Introduction

over 4 years ago

Chatbots, also called Conversational Agents or Dialog Systems, are a hot topic...

Attention and Memory in Deep Learning and NLP

over 4 years ago

A recent trend in Deep Learning are Attention Mechanisms. In an interview...

Implementing a CNN for Text Classification in TensorFlow

almost 5 years ago

The full code is available on Github. In this post we will...

Understanding Convolutional Neural Networks for NLP

almost 5 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

almost 5 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

almost 5 years ago

This the third part of the Recurrent Neural Network Tutorial. In the...