Hong Jing (Jingles)'s Projects
Want to see ML in action? This list is for you! A carefully curated list of awesome ML projects with demo!
JavaScript SDK for interacting with Cardano, providing various key management options, with support for popular hardware wallets
Some JavaScript works published as demos, mostly ML or DS
Hi! I'm Jingles
Jingles personal site
A PyTorch package for biomedical datasets processing, development and testing.
A free, open source, and decentralized password manager, powered by NOSTR
A free URL shortener service enabled by the NOSTR protocol, that is fast and fuss-free, stripped of all bells and whistles, no gimmicks—it just works!
Summaries of machine learning papers
Extracting n-grams from text and display in beautiful D3 word cloud.
splearn: package for signal processing and machine learning with Python. Contains tutorials on understanding and applying signal processing.
Notes from readings
A reinforcement learning algorithm for agents to learn the tic-tac-toe, using the value function.
Using multi-task learning to capture signals simultaneously from the fovea efficiently and the neighboring targets in the peripheral vision generate a visual response map. A calibration-free user-independent solution, desirable for clinical diagnostics. A stepping stone for an objective assessment of glaucoma patients’ visual field.
Extract embeddings and group sentences with universal sentence encoder package from TensorFlow.js.
Acquiring data from Alpha Vantage and predicting stock prices with PyTorch's LSTM
Pull stock prices from online API and perform predictions using Long Short Term Memory (LSTM) with TensorFlow.js framework
Data manipulation and transformation for signal processing, powered by PyTorch
A reinforcement learning agent playing as the turret, where its goal is to allow ten friendly units to enter the base, and loses if an enemy unit has entered the base or if two friendly units were shot.
Add collaborative layer to your Internet browsing experience
A set of dev tools for development on Cardano.