zer0n / hyperopt Goto Github PK
View Code? Open in Web Editor NEWThis project forked from hyperopt/hyperopt
Distributed Asynchronous Hyperparameter Optimization in Python
Home Page: http://hyperopt.github.io/hyperopt
License: Other
This project forked from hyperopt/hyperopt
Distributed Asynchronous Hyperparameter Optimization in Python
Home Page: http://hyperopt.github.io/hyperopt
License: Other
Reference
hyperopt
has an API which takes an objective function and returns the optimality. Under the hood, hyperopt
does the following.
Repeat until no further improvement:
1. Analyze the previously-evaluated function values
2. Suggest the next inputs to evaluate (using expected improvement criterion)
3. Evaluate the function
In our case, we want the following API:
suggest(data: DataFrame, num_trials: int)
This API will do steps (1) and (2) (which are the cores of the algorithm in the paper). It will bypass step (3) as well as the outer loop.
You need to understand the code (i.e. function fmin
) to factor out steps (1) and (2).
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.