Here are the list of JavaScript projects in this repo. I work on them during my free time. If you are interested to collaborate on working a cool JavaScript side project together, reach out to me, I will be happy to chat!
Pull stock prices from online API and perform predictions using Recurrent Neural Network and Long Short-Term Memory (LSTM) with TensorFlow.js framework.
Demo | Code | Read article on Medium:Towards Data Science
Reinforcement learning algorithm for agents to learn the tic-tac-toe, using the value function. Train the agent to play tic-tac-toe, by having 2 agents play against each other through simulation. You can experiment by adjusting 2 parameters, 1) learning rate and 2) probability of exploration of each agent. After training, try playing against the agent.
Demo | Code | Read article on Medium:Towards Data Science
100% JavaScript solution to extracting ngrams from text and display high frequency in beautiful D3 wordcloud. Phrases (ngrams) extraction are done inside d3-wordcloud-phrases.js, there are a few params which you could tweak and edit stopwords list. Adjustments to wordcloud can be found in d3-wordcloud-wordcloud.js.
- packages are shared among all the exhibits, reduces setup time and we can focus on building JavaScript projects
- each project are separated as different app/components, this is neat
With npm installed, run
$ npm install That will install all the dependencies listed in package.json.
Simply run
$ npm start This project is build on Angular, styles are based on Material