Comments (1)
ManuelAlvarezC
commented on May 30, 2024
Thanks for reporting this @TrinhDinhPhuc
This is, indeed, one of the restrictions that TGAN currently has: numerical columns are considered to be defined in the Real domain, which means that negative values are also sampled.
We will make sure to make this clearer in the documentation in the future.
For now, the way to overcome this restriction is applying a function that transform your only-positive values into real-ranged before modeling and reverting it back after sampling.
from tgan.
Related Issues (20)
- How to save model during experiment?
- How to deal with discrete (integer) variables? HOT 1
- Random search crash at the end? due to NaN ? on classifier.fit(..) HOT 1
- vecs_denorm in model.py
- Handling the target variable in data generation (question)
- RuntimeError: dictionary changed size during iteration HOT 1
- tarfile.ReadError: unexpected end of data
- How to pass TGANModel hyper parameters as a dictionary
- I have a problem when I try to use 'Random hyperparameter search' HOT 1
- Fixing random seed to reproduce the same results HOT 2
- Issue with tgan installation in mac HOT 1
- AttributeError: can't set attribute HOT 1
- Error on changing parameters regarding discriminator and generator
- Usage of discriminator as classifier
- creating samples is stuck HOT 2
- How to work with GPU ?
- Increase code style lint
- self.training = training assignment is failing HOT 2
- importing TGAN HOT 2
- HELP ModuleNotFoundError (maybe version issue) HOT 1
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 tgan.