deeplearning-dsba

Some works and assessments done within my MSc DSBA 2017-2018

Course website: https://www.labri.fr/perso/vlepetit/deep_learning_mva.php

Assessment 1: simple image classification and regression in Keras
Assessment 2: on Natural Language Processing.
- Monolingual word,
- sentence em- beddings,
- multilingual word embeddings
- sentence classification with Bag-of-Vectors (BoV) and LSTMs
Assessment 3: deep reinforcement learning techniques on a simple game

Launchable via binder (WIP: To be fixed ...)

(it's just a try. Notebooks cannot be fully run because of some missing dependencies and files)

: online Conda environment

Access this Binder at the following URL: https://mybinder.org/v2/gh/barralf/deeplearning-dsba/master?urlpath=lab

Notes: Conda environment with environment.yml

This Binder-compatible repo works thanks to:

its rooting from this repo
its environment.yml file

The environment.yml file lists all Python libraries on which the notebook depends, specified as though they were created using the following conda commands:

source activate example-environment
conda env export > environment.yml

Note that the only libraries available will be the ones specified in the environment.yml, so be sure the file includes everything needed! ;)