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Jake Lee's Projects

bitcoin icon bitcoin

Bitcoin Core integration/staging tree

cnn-text-classification icon cnn-text-classification

Text classification with Convolution Neural Networks on Yelp, IMDB & sentence polarity dataset v1.0

deep_trader icon deep_trader

This project uses reinforcement learning on stock market and agent tries to learn trading. The goal is to check if the agent can learn to read tape. The project is dedicated to hero in life great Jesse Livermore.

dqn icon dqn

Reinforcement Learning for finance

ethorse-core icon ethorse-core

The World’s first DAPP to bet on the price of Cryptocurrencies

hereuare icon hereuare

The mobile application called HereUAre is a component of BeDIPS. HereUAre can receive messages (3D coordinates) from LBeacon via BLE advertising packet, and provide the indoor map to each user where the user is in a large building.

lbeacon icon lbeacon

LBeacon (Location Beacon): BeDIPS uses LBeacons to deliver to users the 3D coordinates and textual descriptions of their locations. Basically, LBeacon is a low-cost, Bluetooth Smart Ready device. At deployment and maintenance times, the 3D coordinates and location description of every LBeacon are retrieved from BeDIS (Building/environment Data and Information System) and stored locally. Once initialized, each LBeacon broadcast its coordinates and location description to Bluetooth enabled mobile devices nearby within its coverage area.

lite-dnn icon lite-dnn

Current project status: Architecturing.......⚒⚒⚒⚒

meshsimplify-opengl icon meshsimplify-opengl

This project is base on the MIT OpenCourseWare to implement the paper Surface Simplification Using Quadric Error Metrics to simplify the mesh on the OpenGL rendering.

mqtt-sn icon mqtt-sn

MQTT-SN Gateway & Client over XBee and UDP

mve icon mve

Multi-View Environment

mvs-texturing icon mvs-texturing

Algorithm to texture 3D reconstructions from multi-view stereo images

nifty-game icon nifty-game

🃏🎮A NFT(ERC721) card game build on Ethereum, Truffle, Ganache and hosting on IPFS.

rpi-buildroot icon rpi-buildroot

Lightweight Raspberry Pi BSP build system based on Buildroot

semanticsoftsegmentation icon semanticsoftsegmentation

Spectral segmentation described in Aksoy et al., "Semantic Soft Segmentation", ACM TOG (Proc. SIGGRAPH), 2018

sentiment-analysis-tensorflow icon sentiment-analysis-tensorflow

In this project I create the machine learning model which can classify postive and negtive result of the sentence by using word2vec and LSTM.

siggraph18sss icon siggraph18sss

SIGGRAPH2018, Semantic Soft Segmentation, http://people.inf.ethz.ch/aksoyy/sss/

stock-rnn icon stock-rnn

Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

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