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Kangxin Liu's Projects

cpp_examples icon cpp_examples

This repository contains the examples of c++ in my lecture

examples icon examples

Fortran and Python examples to accompany the book "Computer Simulation of Liquids" by Michael P. Allen and Dominic J. Tildesley (2nd edition, Oxford University Press, 2017). Use the "Clone or download" button, or follow the "...releases" link below.

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

ipython icon ipython

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

jupyter icon jupyter

Jupyter metapackage for installation, docs and chat

mmtools icon mmtools

Some collected tools for molecular simulation pipelines

pycolloidomer_2023 icon pycolloidomer_2023

This repository contains the python framework for performing MD simulations to study self-assembly of droplets with mobile binders. A crucial element of our model is dynamic binding and unbinding where kinetics are tunable, and can depend on external factors such as temperature, implemented as an open-source custom plugin to HOOMD-Blue.

quench_project icon quench_project

This repository contains the python framework for performing quench simulations using LAMMPS.

teachopencadd icon teachopencadd

TeachOpenCADD: a teaching platform for computer-aided drug design (CADD) using open source packages and data

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