ofthegoats / abc-presentation Goto Github PK
View Code? Open in Web Editor NEWResources for learning automatic differentiation and probabilistic programming
Resources for learning automatic differentiation and probabilistic programming
generalise MLE
e.g. getting NaN
s from AD on normal density. Precision error?
Might like to use (multivariate?) normal distribution to approximate (auxiliary) distributions a la SL and differentiate on parameters. Suggests MVP as hardcoded normal distribution derivatives...
But would also be satisfying to have fully-functioning (and extensible?) AD, which might prove useful if I go on to do some kind of MLE.
Originally intended to only contain examples of implementation for automatic differentiation.
Now, the focus is likely to be on probabilistic programming instead, with AD as an addition.
Organise the repo accordingly and suitably pedagogically.
Low priority.
Implement some simple inference methods
for parameters
to sample from complicated distributions
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.