Comments (3)
I am not the developer of this package, but I have been using it for the past year or so. The ABCDE method was in v1 of this package but was removed because the posteriors it produces have "bias" (see this discourse post by the author). They mention that this bias can be overcome by running it for additional iterations.
The author added the method back, undocumented, after I pointed out that it performs far better on some of the big disease model problems I work on.
I haven't used it with mixed priors, so I cannot comment on your problem, I think it's probably a misplaced promotion thing. I hope this context was helpful though! If you know more about the differential evolution method and it's implementation then I certainly would find it really helpful if you know about the aforementioned problem.
from kissabc.jl.
@pcjentsch thanks for your comment! This bias was only mentioned for earlystop=true
, right? I think default is false and I hope that is fine to use (?). The DE method seems to be also faster for my problem, so I would be quite happy to (safely) continue using it.. :D
from kissabc.jl.
Thank you @pcjentsch and thank you @mauricelanghinrichs!
As soon as I get some free time I would like to fix the state of this package and make a good release,
However if you guys can get to it earlier I would very gladly accept a PR...
Very sorry about the issues
from kissabc.jl.
Related Issues (14)
- Possible to combine simulate and loss functions? HOT 3
- register 1.3 HOT 1
- register 2.0 HOT 4
- Ignore function evaluations that return Inf (or NaN) HOT 2
- register HOT 31
- patch release 2.0.1 HOT 1
- Precompiling error HOT 1
- References to ABC methods HOT 1
- Factored prior over multivariate distributions HOT 1
- KissABC is looking for a new co-owner/contributors
- register 1.1 HOT 1
- register 1.2 HOT 2
- reg 1.2.1 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 kissabc.jl.