Comments (5)
You can use any stock dataset like the one from yahoo finance. The original dataset from the paper is here https://github.com/jsyoon0823/TimeGAN/blob/master/data/stock_data.csv
from ydata-synthetic.
You can use any stock dataset like the one from yahoo finance. The original dataset from the paper is here https://github.com/jsyoon0823/TimeGAN/blob/master/data/stock_data.csv
@thewizardnet do you accept PR's or add collaborators with this repo?
from ydata-synthetic.
Hi @datatalking yes we do accept PR and the addition of collaborators!
Feel free to submit your PR! It is great to have you contributing :)
from ydata-synthetic.
@fabclmnt what I'm thinking is that I could refactor the csv link_file within a parsing function so the user doesn't need to download it. Are you aware of any SSL or restrictions that require hardcoding the CSV file as an HTML, or does it need to be 'local' or 'root' for the google collab?
I had a separate question but was wondering if you could point me to the interwebs where I can find out how to access a google collab; how could a collab be 'started' and 'stopped' or run via an API as in scheduled with a cron job?
from ydata-synthetic.
I'm not aware of the specifics around Google Colab to be honest.
Regarding the dataset itself we have a few datasets (such as the adult census dataset) that does not require the local file, and the data is download directly to the Colab space. Something similar could be done.
from ydata-synthetic.
Related Issues (20)
- [SUGGESTION] - Replace comments to clear the confusion HOT 1
- Issues install on MacOS HOT 5
- related to ydata-sdk Synthesizer model
- [BUG] Cannot import name 'TimeGAN' from 'ydata_synthetic.synthesizers.timeseries' HOT 2
- Install error HOT 1
- How can synthetic data be sorted by time? HOT 1
- [BUG] ydata fails to import on fresh Docker container HOT 2
- [BUG] unable to import module TimeSeriesSynthesizer when running mba_doppelganger.py example HOT 1
- Runninging TimeGAN initializer stalls the program indefinitely in example file
- [BUG]ModuleNotFoundError: No module named 'ydata' HOT 1
- [FEAT]Remove generator vars from gradient of the Supervised loss in TimeGAN (as loss does not depend on it)
- [BUG] Cannot install version 1.3.1
- How can I save the data generated by timeGAN?
- Installation Dependancies Failure[BUG] HOT 1
- [FEAT] How can i set min and max bounds for columns with numberic data? HOT 1
- [BUG]cannot import name 'streamlit_app' from 'ydata_synthetic'
- Model training debugging capabilities
- [BUG] Creating synthetic data via CGAN
- [FEAT] GPU no longer accessible in Google Collab
- [FEAT] Telemetry
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from ydata-synthetic.