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Jack (Xun) Cai's Projects

apm466_a1 icon apm466_a1

Code for APM466 Assignment 1 for submission purpose.

decision-transformer icon decision-transformer

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

hyperlock icon hyperlock

Novel cryptography architecture based on memristor crossbar array, binary hypervectors, and neural network.

nlp-tutorial icon nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

one_hot_net icon one_hot_net

Efficient and robust one hot vector network that takes combines the advantages of binary net and hyperdimensional computing.

pytorch-metal-oxide-memristor-crossbar icon pytorch-metal-oxide-memristor-crossbar

Pytorch implementation of the paper "Comprehensive Compact Phenomenological Modeling of Integrated Metal-Oxide Memristors" (https://ieeexplore.ieee.org/abstract/document/9047174)

solar-system-and-rocket-simulator-opengl icon solar-system-and-rocket-simulator-opengl

This program demonstrates a 3D scaled model of our solar system based on real data and the Universal Law of Gravitation. Users could move, zoom in, zoom out, and rotate the map as well as toggle the time, space, and size scale of the solar system. Furthermore, users could launch rockets from their preferred planets, and the simulator will monitor and visualize the path and destinies of these rockets. In the end, users could modify the mass of the planets to see the effect of mass in the Universal Law of Gravitation.

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