Setup on Ubuntu
Conda new environment
$conda create -n capstone python==3.5.2
$source activate capstone
Install required packages
$conda install numpy scipy pandas matplotlib jupyter scikit-learn tqdm
$conda install tensorflow-gpu==1.12.0
$conda install keras==2.2.2
Requirements file provided, not tested
environment.yaml
Run notebook
$jupyter notebook
then follow the provided link in console
Run Tensorboard to view model training performance
$tensorboard --logdir=logs/
browse to
http://<your machine name>:6006
to display all graphs
search: \w
Data
The csv files were located in /data/minute/
but the csv files are over 25MB and too large to upload.
please download the csv file for free at:
http://www.cryptodatadownload.com
Direct links to download:
http://www.cryptodatadownload.com/cdd/gemini_BTCUSD_2018_1min.csv
http://www.cryptodatadownload.com/cdd/gemini_ETHUSD_2018_1min.csv
fileung / capstone Goto Github PK
View Code? Open in Web Editor NEWMLND Project 6 - Passed 27.02