Project Nº2: Deep Learning: French Amendments Topic Analysis
Following tools must be install to setup this project:
python >= 3.8poetry >= 1.1git lfscuda == 10.2 or cpu
You can't push to HuggingFace git, if you want to, please contact us
Following command lines could be used to setup the project.
By SSH
$ git clone [email protected]:yotta-academy/mle-bootcamp/projects/dl-projects/fall-2020/project_2_vdv_tb_eds.git
or By https
$ git clone https://gitlab.com/yotta-academy/mle-bootcamp/projects/dl-projects/fall-2020/project_2_vdv_tb_eds.git
$ cd amendements_analysis/
$ poetry install # Install virtual environment with packages from pyproject.toml file
If you don't have already download the amendments, it will downlaod it from the french website
$ poetry shell
Cmd to train the language model Camembert-base
$ train_lm --publish <True or False>
Cmd to train the cluster model to get the topics
$ cluster_train
Cmd to predict a topic from a cluster (specify it in code for now)
$ cluster_predict