Jake Lee's repositories

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.

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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.

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bitcoin

Bitcoin Core integration/staging tree

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cnn-text-classification

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

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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.

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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.

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Lite-DNN

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

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to-do-list-Dapp

Decentralized applications base on Ethereum by using React.js for front-end

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word2vec_module-tensorflow

Word2vec is a group of related models that are used to produce word embeddings.

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DQN

Reinforcement Learning for finance

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ethorse-core

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

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experiments_with_python

experiments with python

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harmonics-1

Harmonic Pattern Autotrading Development

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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.

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MQTT-SN

MQTT-SN Gateway & Client over XBee and UDP

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mve

Multi-View Environment

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mvs-texturing

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

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nifty-game

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

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Nonlinear_Face_3DMM

Source code for "Nonlinear 3D Face Morphable Model"

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rpi-buildroot

Lightweight Raspberry Pi BSP build system based on Buildroot

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SemanticSoftSegmentation

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

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SGX-Full-OrderBook-Tick-Data-Trading-Strategy

Providing the solutions for high-frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Tick Data.

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SIGGRAPH18SSS

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

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stock-rnn

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

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tensorflow

Computation using data flow graphs for scalable machine learning

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TensorFlow-NEAT

TensorFlow Eager implementation of NEAT and Adaptive HyperNEAT

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tensorflow_cookbook

Code for Tensorflow Machine Learning Cookbook

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text-classification

Machine Learning and NLP: Text Classification using python, scikit-learn and NLTK

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