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Introduction to the Python Deep Learning Library Theano

Machine Learning Mastery

Last Updated on August 19, 2019 Theano is a Python library for fast numerical computation that can be run on the CPU or GPU. It is a key foundational library for Deep Learning in Python that you can u...

Ancestral Intelligence with Granny Theano

Becoming Human: Artificial Intelligence Magazine

A wholesome experience of implementing the LeNet5 architecure on the MNIST dataset for image recognition using the Theano library…

Hands-On Theano: One of the Most Powerful Scientific Tools for Python

Towards AI

In my previous article, I mentioned 13 Data Science libraries for Python and I also talked about Theano. But that was a brief introduction, today we will talk more specifically about Theano, its…

Profiling Theano function

Theano Tutorial

Profiling Theano function Note This method replace the old ProfileMode. Do not use ProfileMode anymore. Besides checking for errors, another important task is to profile your code in terms of speed a...

How Shape Information is Handled by Theano

Theano Tutorial

How Shape Information is Handled by Theano It is not possible to strictly enforce the shape of a Theano variable when building a graph since the particular value provided at run-time for a parameter ...

Derivatives in Theano

Theano Tutorial

Derivatives in Theano Computing Gradients Now let’s use Theano for a slightly more sophisticated task: create a function which computes the derivative of some expression y with respect to its paramet...

Debugging Theano: FAQ and Troubleshooting

Theano Tutorial

Debugging Theano: FAQ and Troubleshooting There are many kinds of bugs that might come up in a computer program. This page is structured as a FAQ. It provides recipes to tackle common problems, and i...

Multi cores support in Theano

Theano Tutorial

Multi cores support in Theano Convolution and Pooling Since Theano 0.9dev2, the convolution and pooling are parallelized on CPU. BLAS operation BLAS is an interface for some mathematical operations b...

Printing/Drawing Theano graphs

Theano Tutorial

Printing/Drawing Theano graphs Theano provides the functions theano.printing.pprint() and theano.printing.debugprint() to print a graph to the terminal before or after compilation. pprint() is more c...

Introducing SAYN: A Simple Yet Powerful Data Processing Framework

Towards Data Science

So, what is SAYN? In simple terms, SAYN is an open source data processing framework. We (the team at 173Tech) have built it to be the simplest framework whilst maintaining full flexibility. Users can…...

Introduction to the “fresh” Framework

Better Programming

Meet Deno’s fresh — a new web framework There is been a lot of frameworks and libraries being used in modern-day JavaScript and TypeScript development. Furthermore gets added every next month. Fresh ...

Getting Started with Deno: Nodejs Alternative

Towards Data Science

Deno is a new platform for writing applications using JavaScript and TypeScript. It is based on the V8 JavaScript engine and the Rust. In this article, I will explore some of Deno’s features.