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Hassan Askary
Hassan Askary

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Feb 19

Intuitive Explanation of Straight-Through Estimators with PyTorch Implementation

Sometimes we want to put a threshold function at the output of a layer. This can be for a variety of reasons. One of them is that we want to summarize the activations into binary values. This binarization of activations can be useful in autoencoders. However, thresholding poses a problem…

Pytorch

5 min read

Intuitive Explanation of Straight-Through Estimators with PyTorch Implementation
Intuitive Explanation of Straight-Through Estimators with PyTorch Implementation
Pytorch

5 min read


Feb 19

Getting Started with PyTorch

PyTorch is a machine learning framework by Meta. It allows you to do tensor computation on the GPU, and design, train, and deploy deep learning models. In this post we’ll cover the following topics: Installing PyTorch Getting familiar with commonly used APIs Building a classifier for MNIST I will assume…

Python

8 min read

Getting Started with PyTorch
Getting Started with PyTorch
Python

8 min read


Feb 19

How to Setup Neovim with Python Provider using Conda

In this post I will go over the steps to setup Neovim with Python provider which is the Python language tool for Neovim. It is required by many Python specific plugins. I’ll be using Conda environments to do this. Firstly, if you don’t have Neovim installed then install it. …

Vim

2 min read

Vim

2 min read

Hassan Askary

Hassan Askary

9 Followers

I work with images. Find out more at www.hassanaskary.com

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