guillaumegenthial

sequence_tagging

Named Entity Recognition (LSTM + CRF) - Tensorflow

tf_ner

Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data

im2latex

Image to LaTeX (Seq2seq + Attention with Beam Search) - Tensorflow

tf_metrics

Multi-class metrics for Tensorflow

api_ner

API for Tensorflow model in Flask

tf-estimator-basics

Train, predict, export and reload a tf.estimator for inference

streamplot

Real Time Plotting in Python with pyqtgraph

tensorflow_testing_example

config-python

Tools and techniques for configurable python code

global_setup

Global Setup

guillaumegenthial.github.io

mlflow

Open source platform for the machine learning lifecycle

BayesNet

CS238 Project 1 - Bayesian Networks Learning

cluster-pack

A library on top of either pex or conda-pack to make your Python code easily available on a cluster

clusters

ATLAS Calorimeter Cluster Splitting (PointNet, ConvNets) - Tensorflow

doc2md

Generates markdown files from python package docstrings.

Q-transfer

CS238 Final Project - Transfer of Q values between tasks

addons

clip-retrieval

Easily compute clip embeddings and build a clip retrieval system with them

deepr

The deepr module provide abstractions (layers, readers, prepro, metrics, config) to help build tensorflow models on top of tf estimators

fromconfig

A library to instantiate any Python object from configuration files.

hydra

Hydra is a framework for elegantly configuring complex applications

l1_norm

omegaconf

Flexible Python configuration system. The last one you will ever need.

pyheif

Python 3.6+ interface to libheif library

RL

CS238 Project 2 - Reinforcement Learning

take6

Simple Take 6! / 6 Nimmt python implementation

tesseract

Tesseract Open Source OCR Engine (main repository)