palashio / nylon Goto Github PK
View Code? Open in Web Editor NEWAn intelligent, flexible grammar of machine learning.
Home Page: http://docs.paraglide.ai
License: MIT License
An intelligent, flexible grammar of machine learning.
Home Page: http://docs.paraglide.ai
License: MIT License
should we get into confusion matrices etc. maybe possible integration with vega-lite
create a seperate module to help get standard specifications files to use
things that users choose should affect the automatic choices in different parts of the pipeline. for example, if you add a trimming statement, more models should be tried out or a certain preprocessing mechanic should trigger certain models etc.
store this under a docker folder, check out github.com/palashio/libra for an example docker setup
calling something like
print(type(nylon_object.history['f16a0a8b-0c56-41c5-8c06-f6164c3b9095']['model']))
return a string
check comment on reddit where lots of people agreed:
"It seems to be something useful. I wish the documentation was better. Before going into "how" it should first explain the "what". I've spent full 5 minutes skimming the github and the docs and I still don't know what this is.
"Nylon offers an easy to-use Python library to help users build complex machine learning models with the english language"
Is it a natural language processing framework? Or is it a framework with which I can build "complex machine learning models" just by describing them in plain English?
What is this?"
ability to run same dataset on different json files
I've installed nylon in a conda env with, I believe, all necessary dependencies for the library. However, when I code from nylon import Polymer, I get an error saying Polymer is not a module.
nylon_object = Polymer('housing.csv')
spec = {
"data": {
"target": "ocean_proximity"
},
"modeling": {
"type": "svms"
}
}
nylon_object.run(spec)
we NEED this.
right now we're literally only fitting the basic model
include a pre-trained sentiment classifier workflow of some sort? not sure what this would look like but open to discussion.
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.