Biswajit Sahoo
Biswajit Sahoo
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Tensorflow
IndexedSlices in Tensorflow
Run in Google Colab View source on GitHub Download notebook In this post, we will discuss about IndexedSlices class of Tensorflow. We will try to answer the following questions in this blog:
Apr 1, 2021
5 min read
Blog
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Tensorflow
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Deep Learning
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Attention Mechanism
Tensorflow 2 code for Attention Mechanisms chapter of Dive into Deep Learning (D2L) book
View source on GitHub Download code (.zip) This code has been merged with D2L book. See PR: 1756, 1768 This post contains Tensorflow 2 code for Attention Mechanisms chapter of Dive into Deep Learning (D2L) book.
Mar 10, 2021
1 min read
Blog
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Tensorflow
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Attention Mechanism
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Transformer
Reading multiple files in Tensorflow 2 using Sequence
Run in Google Colab View source on GitHub Download notebook In this post, we will read multiple csv files using Tensroflow Sequence. In an earlier post we had demonstrated the procedure for reading multiple csv files using a custom generator.
Dec 26, 2020
17 min read
Blog
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Tensorflow
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Machine Learning
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Deep Learning
Efficiently reading multiple files in Tensorflow 2
Note: Whether this method is efficient or not is contestable. Efficiency of a data input pipeline depends on many factors. How efficiently data are loaded? What is the computer architecture on which computations are being done?
May 17, 2020
18 min read
Blog
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Tensorflow
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Deep Learning
Doing Linear Algebra using Tensorflow 2
Run in Google Colab View source on GitHub Download notebook In this post, we will explore ways of doing linear algebra only using tensorflow. We will only import tensorflow and nothing else.
May 14, 2020
57 min read
Blog
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Linear Algebra
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Tensorflow
Reading multiple files in Tensorflow 2
Run in Google Colab View source on GitHub Download notebook In this post, we will read multiple .csv files into Tensorflow using generators. But the method we will discuss is general enough to work for other file formats as well.
Jan 9, 2020
20 min read
Blog
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Machine Learning
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Deep Learning
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Tensorflow
Using Python Generators
Run in Google Colab View source on GitHub Download notebook In this post, we will discuss about generators in python. In this age of big data it is not unlikely to encounter a large dataset that can’t be loaded into RAM.
Jun 29, 2019
8 min read
Blog
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Python
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Deep Learning
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Tensorflow
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