Added Mac conda environment

README.md

@@ -18,6 +18,8 @@ https://nbviewer.jupyter.org/github/cuemacro/teaching/blob/master/pythoncourse/i
 
 # Coding log
 
+* 04 Jun 2020
+ * Added Mac conda environment
 * 30 May 2020
  * Added pyLDAvis to Anaconda installation files
 * 27 May 2020

pythoncourse/installation/create_conda_env_linux.sh

@@ -0,0 +1,82 @@
+#!/usr/bin/env bash
+
+# Assumes that Anaconda has already been downloaded and installed
+
+# Update conda
+conda update -n base -c defaults conda --yes
+
+# conda config --set allow_conda_downgrades true
+# conda install conda=4.6.11
+
+source activate
+
+# Remove any existing environment called py36class, and create a py36class with anaconda packages
+conda remove -n py36class --all --yes
+conda create -n py36class python=3.6
+source activate py36class
+
+# Install Tensorflow, PyTorch and Anaconda (lots of pacakged)
+# Pandas 0.24.2 is needed for some packages and scikit-learn 0.20.2
+# only if you have GPU below 2 lines instead of CPU versions
+# conda install anaconda tensorflow-gpu=2.1.0 anaconda pandas=0.24.2 scikit-learn=0.20.2 graphviz python-graphviz --yes
+# conda install pytorch torchvision cudatoolkit=10.1 -c pytorch --yes
+conda install anaconda tensorflow=2.1.0 anaconda pandas=0.24.2 scikit-learn=0.20.2 graphviz python-graphviz --yes
+conda install pytorch torchvision cpuonly -c pytorch --yes
+
+# OpenCV and PyArrow need to be installed earlier
+conda install -c conda-forge pyarrow=0.17.1 opencv --yes
+
+# xlwings only works for Mac omit on Linux
+# conda install -c conda-forge xlwings=0.19.4 --yes
+
+# Install from conda-forge (pyarrow is a newer version!)
+conda install -c conda-forge \
+ jupyter_contrib_nbextensions jupyter_nbextensions_configurator \
+ redis-py python-blosc pathos textblob \
+ vaex \
+ spacy fastparquet python-snappy nodejs pystan fbprophet setuptools-git \
+ pyspark=2.4.0 koalas \
+ vispy datashader pyproj holoviews streamz quandl bqplot \
+ --yes
+
+# Install database
+# Install Celery
+# For findatapy (and NLP) and complex graphics
+# Install transformers/huggingface and table libraries
+# Install graphics/plotting libraries
+# Install findatapy, chartpy and findatapy
+# Install modin (later versions need later versions of pandas, may downgrade to pandas to 0.24.2
+# opencv-contrib-python==4.2.0.34 \
+pip install arctic==1.79.2 \
+ celery==4.4.0 celery[redis] celery[msgpack] msgpack-python \
+ fxcmpy alpha_vantage yfinance twython newspaper3k seasonal pdfminer.six vaderSentiment gensim wordcloud RISE requests_html \
+ textacy==0.8.0 \
+ transformers pytesseract cmdstanpy==0.4 tabula-py==1.4.3 \
+ cvlib \
+ cufflinks==0.17.3 plotly==4.8.0 \
+ dash==1.12.0 dash-html-components==1.0.3 dash-core-components==1.10.0 dash-table==4.7.0 jupyter-dash==0.2.1 chart_studio==1.1.0 \
+ dtale==1.8.1 progressbar2==3.38.0 \
+ finmarketpy chartpy findatapy pyldavis
+
+# To be able to plot Plotly into PNG or JPG
+conda install -c plotly plotly-orca --yes
+
+# Note that modin may not be compatible with other libraries, so it is recommended
+# you install it in its own environment if you do want to use it
+# pip install modin==0.5.4
+# conda install -c conda-forge pyarrow=0.17.1 --yes
+
+# GPU libraries for working with DataFrames
+# conda install -c rapidsai -c nvidia -c conda-forge -c defaults rapids=0.10 python=3.6
+
+# Jupyter and Jupyterlab extensions
+jupyter contrib nbextension install --user # to activate js on Jupyter
+jupyter nbextension enable execute_time/ExecuteTime
+jupyter-nbextension install rise --py --sys-prefix
+
+# Some of these extensions are not compatible with latest Jupyterlab
+# jupyter labextension install @jupyter-widgets/jupyterlab-manager --no-build
+# jupyter labextension install plotlywidget --no-build
+# jupyter labextension install jupyterlab-plotly --no-build
+# jupyter labextension install bqplot
+# jupyter lab build

pythoncourse/installation/create_conda_env.sh → pythoncourse/installation/create_conda_env_mac.sh

@@ -64,7 +64,6 @@ conda install -c plotly plotly-orca --yes
 # Note that modin may not be compatible with other libraries, so it is recommended
 # you install it in its own environment if you do want to use it
 # pip install modin==0.5.4
-
 # conda install -c conda-forge pyarrow=0.17.1 --yes
 
 # GPU libraries for working with DataFrames