Guillaume Genthial blog

Feb 19, 2020

config

python

Techniques for configurable python code

A Machine Learning motivated odyssey

github
Nov 23, 2018

tensorflow

Save and Restore a tf.estimator for inference

Serialize your tf.estimator as a tf.saved_model for a 100x speedup

github
Nov 18, 2018

tensorflow

NLP

Intro to tf.estimator and tf.data

An example for Natural Language Processing (NER)

github
Nov 19, 2017

practice

Testing Tensorflow code

Gain time and improve ML research by writing unit tests!

github
Nov 19, 2017

Web

Serving a model with Flask

How to deploy a simple python API with Flask

github
Nov 8, 2017

NLP

Vision

Seq2Seq with Attention and Beam Search

Seq2Seq for LaTeX generation - part I
Nov 8, 2017

tensorflow

Seq2Seq for LaTeX generation

Seq2Seq for LaTeX generation - part II

github
Apr 5, 2017

tensorflow

NLP

Sequence Tagging with Tensorflow

bi-LSTM + CRF with character embeddings for NER and POS

github