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Zekun Shi's Projects

celere icon celere

A minimal solidity contract deployment tools. Powered by web3.js

cg2020 icon cg2020

Conformal Geometry 2020 Summer School

computationalmathematics icon computationalmathematics

Lecture slides and homework assignments for MA5233 Computational Mathematics at the National University of Singapore.

cs6208_2023 icon cs6208_2023

Advanced Topics in Artificial Intelligence, NUS CS6208, 2023

d3-selection icon d3-selection

Transform the DOM by selecting elements and joining to data.

deeperwin icon deeperwin

DeepErwin is a python 3.8+ package that implements and optimizes JAX 2.x wave function models for numerical solutions to the multi-electron Schrödinger equation. DeepErwin supports weight-sharing when optimizing wave functions for multiple nuclear geometries and the usage of pre-trained neural network weights to accelerate optimization.

deepqmc icon deepqmc

Deep learning quantum Monte Carlo for electrons in real space

deepritz icon deepritz

Implementation of the Deep Ritz method and the Deep Galerkin method

deepsolid icon deepsolid

A library combining solid quantum Monte Carlo and neural network.

doom-emacs icon doom-emacs

An Emacs framework for the stubborn martian hacker

dotfiles-1 icon dotfiles-1

configuration files such as emacs and other rc files.

dqn_zoo icon dqn_zoo

DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (DQN) agent.

envpool icon envpool

C++-based high-performance parallel environment execution engine for general RL environments.

ferminet icon ferminet

An implementation of the Fermionic Neural Network for ab-initio electronic structure calculations

finite-element-networks icon finite-element-networks

Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations with Finite Element Networks" at ICLR 2022

flowket icon flowket

A framework based on Tensorflow for running variational Monte-Carlo simulations of quantum many-body systems.

geb-scripts icon geb-scripts

haskell scripts for some of the problems posted in GEB

geodiff icon geodiff

Implementation of GeoDiff: a Geometric Diffusion Model for Molecular Conformation Generation (ICLR 2022).

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