By @dnl0x00 TFX - Machine Learning Platform at Google Here’s a summary of a recently published paper in which the authors at Google present TFX (TensorFlow Extended) , a TensorFlow-Based Production-Scale Machine Learning Platform. It consists of several components: data analysis, data transformation, data validation, trainer, model evaluation and validation... [Read More]

By @dnl0x00 The Linux bash is quite powerful. It has so many useful commands (like sort, jq, awk, sed, grep, xargs, …) and a very powerful pipe mechanism which allows the output from one command to become the input of another command. With this mechanism you get for many use... [Read More]

By @dnl0x00 My first steps with tensorflow Tensorflow is a quite powerful but also a quite complex framework for doing research in machine learning. You can implement very simple and basic machine learning algorithms like linear regression or you can do very complex tasks like implementing and train deep neural... [Read More]

By @dnl0x00 Summary: In Datacenter Performance Analysis of a Tensor Processing Unit In 2013 Google started to discuss and develop an ASIC called Tensor Processing Unit (TPU) and started to deploy it in 2015 in its datacenters as a coprocessor on the PCIe I/O bus into Google’s existing servers just... [Read More]

By @dnl0x00 Parsing HTML data is a common task which is also very error prone if you try to write your own parser or if you try to parse HTML it via regular expressions. Parsing HTML data in Python with the Python package “Beautiful Soup” is quite easy and can... [Read More]