Introduction to Learning to Trade with Reinforcement Learning

hanks a lot to @aerinykim, @suzatweet and @hardmaru for the useful feedback! The academic Deep Learn
WildML 2018年02月11日
Deep Learning Neural Networks Reinforcement Learning Trading

AI and Deep Learning in 2017 – A Year in Review

he year is coming to an end. I did not write nearly as much as I had planned to. But I’m hoping to c
WildML 2017年12月31日

Hype or Not? Some Perspective on OpenAI’s DotA 2 Bot

ee the Hacker News Discussion for additional context. Update (August 17th, 2017): OpenAI has publish
WildML 2017年08月12日
News Reinforcement Learning

Learning Reinforcement Learning (with Code, Exercises and Solutions)

kip all the talk and go directly to the Github Repo with code and exercises. Why Study Reinforcement
WildML 2016年10月02日
Deep Learning Reinforcement Learning

RNNs in Tensorflow, a Practical Guide and Undocumented Features

n a previous tutorial series I went over some of the theory behind Recurrent Neural Networks (RNNs)
WildML 2016年08月22日
Language Modeling Neural Networks Recurrent Neural Networks Tensorflow

Deep Learning for Chatbots, Part 2 – Implementing a Retrieval-Based Model in Tensorflow

he Code and data for this tutorial is on Github. Retrieval-Based bots In this post we’ll implement a
WildML 2016年07月05日
Conversational Agents Neural Networks NLP Recurrent Neural Networks

Deep Learning for Chatbots, Part 1 – Introduction

hatbots, also called Conversational Agents or Dialog Systems, are a hot topic. Microsoft is making b
WildML 2016年04月07日
Conversational Agents Deep Learning Neural Networks NLP

Attention and Memory in Deep Learning and NLP

recent trend in Deep Learning are Attention Mechanisms. In an interview, Ilya Sutskever, now the re
WildML 2016年01月03日
Deep Learning Language Modeling Memory Neural Networks

Implementing a CNN for Text Classification in TensorFlow

he full code is available on Github. In this post we will implement a model similar to Kim Yoon’s Co
WildML 2015年12月11日
Convolutional Neural Networks Deep Learning Neural Networks NLP

Understanding Convolutional Neural Networks for NLP

hen we hear about Convolutional Neural Network (CNNs), we typically think of Computer Vision. CNNs w
WildML 2015年11月07日
Convolutional Neural Networks Deep Learning Neural Networks

Recurrent Neural Network Tutorial, Part 4 – Implementing a GRU/LSTM RNN with Python and Theano

he code for this post is on Github. This is part 4, the last part of the Recurrent Neural Network Tu
WildML 2015年10月27日
Deep Learning Language Modeling Neural Networks Recurrent Neural Networks