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Desmond Zhong's Projects

athens icon athens

Free self-hosted desktop app: https://github.com/athensresearch/athens/releases; Paid tiers available through https://opencollective.com/athens; Try the demo at https://athensresearch.github.io/athens; Docs viewable at https://app.gitbook.com/@athensresearch/s/handbook/

citation-file-format icon citation-file-format

The Citation File Format lets you provide citation metadata for software or datasets in plaintext files that are easy to read by both humans and machines.

climate_coach icon climate_coach

Python program and supplement material of ClimateCoach dashboard

diff_sim_grads icon diff_sim_grads

We compare the gradients calculated by different differentiable contact model implementations.

dvbf.jl icon dvbf.jl

Deep variational Bayes filter in julia using Flux

e2c icon e2c

TensorFlow impementation of: Embed to Control: A Locally Linear Latent Dynamics Model for Control from Raw Images

geoblender icon geoblender

A 3D demo of blender in civil/geotechnical/geological engineering based on Taichi DEM

lagrangian_cavae icon lagrangian_cavae

Official implementation for our paper "Unsupervised Learning of Lagrangian Dynamics from Images for Prediction and Control"

powergym icon powergym

A Gym-like environment for Volt-Var control in power distribution systems.

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-a2c-ppo-acktr-gail icon pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

sicm-exercises icon sicm-exercises

Exercises and notes on Structure and Interpretation of Classical Mechanics.

switch icon switch

A Modern Platform for Planning High-Renewable Power Systems

vimrc icon vimrc

The ultimate Vim configuration: vimrc

warp icon warp

A Python framework for high performance GPU simulation and graphics

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