In order to setup the env we use miniconda. To create the environment run the following command (after miniconda is installed)
$ conda env create -f environment.yaml
Docker & Kubernetes instructions are found here.
- Document Categorization
Machine Learning Models for the PA
Investigate the use of the embedding to see the model accuracy improvement
Investigate how LSTM and 1D-CNN improves the accuracy of the model
deploy the model with tensorflow serve and implement a web ui
use fasttext pretrained embeddings
Use https://github.com/maxpumperla/hyperas or https://github.com/Avsecz/kopt to apply hyperparameter optimization.
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.