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iamtrask.github.io iamtrask.github.io
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i am trask

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A Machine Learning Craftsmanship Blog. A Neural Network in 11 lines of Python (Part 1). A bare bones neural network implementation to describe the inner workings of backpropagation. Posted by iamtrask on July 12, 2015. Word2Vec Analysis of Harry Potter. Some fun cosine similarities of words and characters in the 7 Harry Potter Books. Posted by iamtrask on November 23, 2014. Tutorial: when Numpy isn't fast enough. A tutorial on using fortran/blas under the hood of your python program for a 6x speed pickup.

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about - i am trask

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Hinton's Dropout in 3 Lines of Python - i am trask

http://iamtrask.github.io/2015/07/28/dropout

Hinton's Dropout in 3 Lines of Python. How to install Dropout into a neural network by only changing 3 lines of python. Posted by iamtrask on July 28, 2015. I intend to write a followup post to this one adding popular features leveraged by state-of-the-art approaches. I'll tweet it out when it's complete @iamtrask. Feel free to follow if you'd be interested in reading more and thanks for all the feedback! Just Give Me The Code:. Part 1: What is Dropout? As discovered in the previous post. Consider the gr...

4

A Neural Network in 11 lines of Python (Part 1) - i am trask

http://iamtrask.github.io/2015/07/12/basic-python-network

A Neural Network in 11 lines of Python (Part 1). A bare bones neural network implementation to describe the inner workings of backpropagation. Posted by iamtrask on July 12, 2015. I learn best with toy code that I can play with. This tutorial teaches backpropagation via a very simple toy example, a short python implementation. Some folks have asked about a followup article, and I'm planning to write one. I'll tweet it out when it's complete at @iamtrask. Just Give Me The Code:. Part 1: A Tiny Toy Network.

5

Tutorial: Spark-GPU Cluster Dev in a Notebook - i am trask

http://iamtrask.github.io/2014/11/22/spark-gpu

Tutorial: Spark-GPU Cluster Dev in a Notebook. A tutorial on ad-hoc, distributed GPU development on any Macbook Pro. Posted by iamtrask on November 22, 2014. Speed, Quality, Dev Time. pick two. This has been an age-old tradeoff in software development. The goal of this blog post is to create a local dev environment for ad-hoc gpu-cluster computing using Apache Spark, iPython Notebook (scala version), and the stock GPU powering your Macbook Pro's display. Buggy API after I imported classes. Given that I w...

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Notes – Aaditya Prakash (Adi) – Random musings of a deep learning grad student

http://iamaaditya.github.io/notes

Random musings of a deep learning grad student. This page is used to collect notes. I use this to share relevant notes, links and documents with my friends and colleagues. Feel free to browse them. If you landed on this page looking for specific information or link and could not find it then please let me know aprakash @ brandeis . edu. General purpose GPU Computing and CUDA. Nov 30, 2015. RNN, LSTM, NTM, GRU, RMVA, OMG! Nov 18, 2015. Value of a feature. October 19, 2015. October 7, 2015. May 2, 2016.

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i am trask

A Machine Learning Craftsmanship Blog. Hinton's Dropout in 3 Lines of Python. How to install Dropout into a neural network by only changing 3 lines of python. Posted by iamtrask on July 28, 2015. A Neural Network in 13 lines of Python (Part 2 - Gradient Descent). Improving our neural network by optimizing Gradient Descent. Posted by iamtrask on July 27, 2015. A Neural Network in 11 lines of Python (Part 1). A bare bones neural network implementation to describe the inner workings of backpropagation.

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