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Keras Data Generator for Images of Different Dimensions

In this blog post, we explore how to create a Keras data generator that would provide images of different dimensions to a CNN model.
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Jia Chen
Tensorflow Keras LSTM source code line-by-line explained

Tensorflow Keras LSTM source code line-by-line explained

The original blog post was on Softmax Data’s blog.
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Jia Chen
What are inside sales emails? Using machine learning to understand them.

What are inside sales emails? Using machine learning to understand them.

In this blog, we will talk about how to use two different machine learning techniques (LDA and Word2Vec) to analyze and query the topics…
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Jia Chen
Applying Machine Learning in Sales Enablement and Sales Operations

Applying Machine Learning in Sales Enablement and Sales Operations

Softmax Data has been providing companies with machine learning services companies related to Natural Language Processing (NLP), image…
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Jia Chen
Brutal-force Migration of Postgres from Azure to AWS (or vice versa)

Brutal-force Migration of Postgres from Azure to AWS (or vice versa)

At Softmax Data, we often work with a variety of cloud infrastructures; from AWS, Ali Cloud, Google Cloud to Azure. Occasionally, we have…
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Jia Chen
Multi-input Seq2Seq generation with Keras and Talos

Multi-input Seq2Seq generation with Keras and Talos

A sequence-to-sequence (seq2seq) generation problem is to translate one sequence in one domain into another sequence in another domain…
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Jia Chen
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