fintech.sh

#!/usr/bin/env bash

conda deactivate
conda update conda
conda create -n mlenv python=3.7 anaconda
conda activate mlenv
conda install -c conda-forge nodejs
conda install -c pyviz hvplot
conda install -c plotly plotly
conda install -c plotly plotly_express==0.4.1
conda install -c pyviz panel
pip install psycopg2-binary
pip install sqlalchemy

jupyter labextension install @pyviz/jupyterlab_pyviz
jupyter labextension install @jupyterlab/plotly-extension

conda install python-graphviz
conda install graphviz
conda install -c conda-forge pydotplus

conda install -c conda-forge imbalanced-learn

pip install arch

pip install -U spacy
python -m spacy download en_core_web_sm

pip install --upgrade ibm-watson