Morteza Maleki's Projects
Course materials for: Geospatial Data Science
Hands-on and intermediate git workshop
Dev tool that writes scalable apps from scratch while the developer oversees the implementation
This is my first project!
Repository of teaching materials for the Introduction to Data Science Workshop Series
Developed an Inventory management application using Python (PyQt5) and SQL
Train deep neural nets to classify phases of 2-D Ising model simulations. Ising model configurations are generated through Monte Carlo simulations.
Phase classification of the Ising model with an Artificial Neural Network
Keras documentation, hosted live at keras.io
Public development project of the LAMMPS MD software package
Code for "Machine Learning for Physicists 2020" lecture series
Notebooks for "Learning Nonequilibrium Control Forces to Characterize Dynamical Phase Transitions"
machine learning in physics
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
Jupyter notebooks for "A high-bias, low-variance introduction to Machine Learning for physicists"
Muse Vue Ant Design Dashboard - Free and OpenSource Ant Design Vue Dashboard
Official PyTorch implementation of "Learning Entropy Production via Neural Networks" (PRL 2020).