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apallath/README.md

Highlights

Molecular simulation

Repository Description Stats
WHAM Python package to construct free energy profiles from biased molecular simulation data using both log-likelihood maximization and self-consistent iteration approaches. Stars Forks
postmetad Python package for post-processing PLUMED metadynamics and OPES simulations. Stars Forks
stringmethod Python implementation of the string method to compute the minimum energy path between two points on any 2-dimensional energy landscape. Stars Forks
pyves Python package to perform variationally enhanced sampling for single-particle langevin dynamics with neural network bias potentials and path collective variables, using OpenMM + PyTorch. Stars Forks
INDUSAnalysis Python package to analyze molecular simulation data generated using GROMACS-INDUS. Stars Forks
bootstrapping_tutorial Jupyter notebook tutorial on bootstrapping (and other related methods) for resampling and calculating uncertainties from correlated timeseries data. Stars Forks
gcmc C++ code for Markov Chain Monte Carlo simulations in the grand canonical ensemble. Stars Forks

Literature search

Repository Description Stats
paperfetcher Python package to automate handsearching and citation searching for systematic reviews. PyPI version fury.io Stars Forks
paperfetcher-web-app Streamlit web-app for paperfetcher. Stars Forks
paperfetcheR-Notebooks R-Notebooks demonstrating how to use paperfetcher in R. Stars Forks
paperfetcheR-starter R scripts to help you quickly get started with handsearching and citation searching using paperfetcher. Stars Forks

Miscellaneous

Repository Description Stats
gemini_penn Unofficial fork of the Gemini beamerposter theme with the University of Pennsylvania logo, colors, and fonts. Stars Forks
GameOfLife Conway's Game of Life on a rectangular 2D grid with OpenMP parallelization. Stars Forks
multiagent_timetable_scheduling Netlogo implementation of a multi-agent based algorithm for solving a simplified version of the University Timetabling Problem, using Simulated Annealing. Stars Forks
keras_sklearn_models tf2/keras deep learning models on image data and sklearn machine learning models on tabular data. Stars Forks
torch_models Deep learning models in PyTorch. Stars Forks

Pinned

  1. paperfetcher/paperfetcher paperfetcher/paperfetcher Public

    Pip-installable Python package to automate handsearching and citation searching for systematic reviews.

    Python 9 2

  2. paperfetcher/paperfetcher-web-app paperfetcher/paperfetcher-web-app Public

    Automate handsearching and citation searching for your systematic reviews.

    Python 7 3

  3. WHAM WHAM Public

    Python package to construct free energy profiles from biased molecular simulation data using both log-likelihood maximization and self-consistent iteration approaches.

    Python 10 2

  4. INDUSAnalysis INDUSAnalysis Public

    Python package to analyze molecular simulation data generated using GROMACS-INDUS.

    Python 1 1

  5. pyves pyves Public

    Variationally enhanced sampling for single-particle langevin dynamics with neural network bias potentials and path collective variables. Based on OpenMM + PyTorch.

    Python

  6. stringmethod stringmethod Public

    Python implementation of the string method to compute the minimum energy path between two points on any 2-dimensional energy landscape.

    Python 3 2