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Heng Ma's Projects

multi-rl-workflow icon multi-rl-workflow

Workflows that concurrently train, use, and gather training data for multiple RL models

numba icon numba

NumPy aware dynamic Python compiler using LLVM

openfermion-pyscf icon openfermion-pyscf

OpenFermion plugin to interface with the electronic structure package PySCF.

openfold icon openfold

Trainable, memory-efficient, and GPU-friendly PyTorch reproduction of AlphaFold 2

openmm icon openmm

OpenMM is a toolkit for molecular simulation using high performance GPU code.

parmed icon parmed

Parameter/topology editor and molecular simulator

parsl_object_registry icon parsl_object_registry

Registry system for managing the lifetime of expensive objects across different calls to workflow functions

playground icon playground

Some code as reference for various applications

pybilt icon pybilt

Toolkit to aid in the analysis of lipid bilayer molecular simulation trajectories.

pygcn icon pygcn

Graph Convolutional Networks in PyTorch

pyscf icon pyscf

Python module for quantum chemistry

qmlabs icon qmlabs

Ipython notebooks for our QM class based on Mark Beck's book "Quantum Mechanics: Theory and Experiment"

qutip icon qutip

QuTiP: Quantum Toolbox in Python

qutip-notebooks icon qutip-notebooks

A collection of IPython notebooks using QuTiP: examples, tutorials, development test, etc.

setup.py icon setup.py

📦 A Human's Ultimate Guide to setup.py.

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