Comments (4)
Hi @YeoungJe , I'm not sure exactly what is causing the error withpppout being able to reproduce it myself- is it possible for you to share the data with me?
Something that should "fix" the problem is setting natural_gradient=False
in the NGBClassifier
constructor, but this is more of a workaround than a fix and I still want to know what it is about the data that causes the problem.
from ngboost.
Hi @YeoungJe I'm going to close this issue for now but please get in touch again if you are still having problems and we can try and help if you provide more information.
from ngboost.
I am having the exact same issue! @alejandroschuler any thoughts on this?
from ngboost.
I have the same problem! This seems to be due to the use of inappropriate parameters! Such as larger learning rates, smaller max depths, and so on.
from ngboost.
Related Issues (20)
- Python 3.11 support
- quantile regression
- AttributeError: 'NGBClassifier' object has no attribute 'classes_' HOT 2
- estimator compatibility issues with sklearn HOT 2
- Slide deck not accessible HOT 2
- Deprecation warning for np.bool in Y_from_censored function HOT 2
- Is there a way to visualize the distributions ? HOT 2
- Relation to mean-field variational inference.
- AttributeError with np.bool when fitting NGBRegressor with Exponential distribution HOT 3
- Monotonicity of some parameters in distribution HOT 3
- load_boston removed from sklearn
- Support for Incremental Learning? HOT 1
- Linalg error
- Add support for python 3.12
- 'NGBClassifier' object has no attribute 'classes_' HOT 1
- Discrete explanatory variables HOT 5
- RuntimeWarning: overflow encountered in square/exp HOT 3
- About the fisher matrix of Normal Distribution HOT 2
- Use XGBoost as base estimator HOT 1
- Usage examples are no longer available
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 ngboost.