Comments (2)
It's tricky to run Gaussian process optimization, but can add a lot of value if done right. I'd recommend checking out Spearmint to get started:
https://github.com/HIPS/Spearmint
I'm not familiar with a good evolutionary algorithm library though.
from dlwithtf.
Thank you for your reply. I'll check out Spearmint. I'm familiar with Differential Evolution for parameter estimation, so I'm planning to use DE on my first attempt. Please let me know if you do come across any recent references that compare the GP and DE methods. Thank you again.
from dlwithtf.
Related Issues (11)
- What do if the DeepChem install isn't working for me? HOT 9
- Issue running code for Chapter 07(RNN)
- Bug in ch3 example of linear regression HOT 1
- Bug in ch3 example of logistic regression HOT 1
- Enhancement for Google Colab HOT 2
- Breakage due to TF Upgrades HOT 7
- Different bug in Ch. 3 linear regression code HOT 1
- Type mismatch in ch4/fcnet_classification_tf.py HOT 1
- Python3 incompabilities
- Type mismath in ch5/tox21_rf.py under python3
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 dlwithtf.