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Latest posts

Thoughts on coding agents

Solving Path of Exile item crafting with Reinforcement Learning

Adopting Nix

Probability Monads from scratch in 100 lines of Haskell

Deep Learning ideas that have stood the test of time

Building AI Trading Systems

Replication Issues in AI research

Learning to Trade with Reinforcement Learning

AI and Deep Learning in 2017 – A Year in Review

Learning Reinforcement Learning

RNNs in Tensorflow - A Practical Guide and Undocumented Features

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

Deep Learning for Chatbots, Part 1 – Introduction

Attention and Memory in Deep Learning and NLP

Implementing a CNN for Text Classification in TensorFlow

Understanding Convolutional Neural Networks for NLP

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

Recurrent Neural Networks Tutorial, Part 3 – Backpropagation Through Time and Vanishing Gradients

Recurrent Neural Networks Tutorial, Part 2 – Implementing a RNN with Python, Numpy and Theano

Recurrent Neural Networks Tutorial, Part 1 – Introduction to RNNs

Speeding up your Neural Network with Theano and the GPU

Implementing a Neural Network from Scratch in Python