Comments (3)
Hi there @helderc ๐ I'd encourage you to give SDV a try, specifically the GaussianCopulaSynthesizer. This synthesizer class is a drop-in replacement for GaussianMultivariate. SDV is a framework that sits one layer above our Copulas library and offers a significantly better user experience.
I'm also curious to know what your use case is for using gaussian copulas?
from copulas.
Closing this issue for now since GaussianCopulaSynthesizer is our recommended path forward! If you have more questions, you're welcome to join our Slack and we can also discuss more there: https://bit.ly/sdv-slack-invite
from copulas.
Thanks for the feedback @srinify , I'll definitely check SDV out.
from copulas.
Related Issues (20)
- supports dynamic copulas
- Set `allow_singular=True` when calculating probability_density
- Transition from using setup.py to pyroject.toml to specify project metadata
- Remove bumpversion and use bump-my-version
- Switch to using ruff for Python linting and code formatting
- Add build to dev requirements
- Digital Object Indentifier for Copulas HOT 2
- Add dependency checker
- Add bandit workflow
- Fix minimum version workflow when pointing to github branch
- Implementation of a Hรผsler-Reiss Copula HOT 1
- Conditional Copulas HOT 1
- Cleanup automated PR workflows
- Only run unit and integration tests on oldest and latest python versions for macos
- Cap numpy to less than 2.0.0 until Copulas supports
- Add support for numpy 2.0.0
- Add support for scikit-learn 1.5.0
- discrete distribution HOT 3
- Details about vine copulas algorithms, parameters, etc
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
๐ 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. ๐๐๐
-
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 โค๏ธ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from copulas.