Deep Learning

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:

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.

Run in Google Colab View source on GitHub Download notebook In many engineering applications data are usually stored in CSV (Comma Separated Values) files. In big data applications, it’s not uncommon to obtain thousands of csv files.

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?

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.

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.