aximthered's repositories
Wind-Farm-Layout-Optimization
Hybrid Genetic Algorithm and Simulated Annealing implementation to search for the global optimum configuration and thereby to maximize the Annual Energy Production (AEP).
Applied_AI_Course_Notes
Applied Artificial intelligence Course from Online course Notes
AppliedAiCourse-AssignmentAndNotes
This repo contains the Applied Ai Course Assignments and Notes.
basic_simulation_training
A document for the Living Journal of Computational Molecular Science (LiveCoMS) which describes basic training for molecular simulations (oriented towards molecular dynamics (MD)), providing some training itself and linking out to other helpful information elsewhere. The intent is that this provide information on the prerequisites which will be required for understanding/following many of the other "best practices" documents being prepared.
BasicOpenFOAMProgrammingTutorials
Introduces basic C++ concepts to beginner users of the OpenFOAM open-source CFD libraries.
competitive-data-science-1
How to Win a Data Science Competition: Learn from Top Kagglers
cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
Data-Science--Cheat-Sheet
Cheat Sheets
deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
deepmd-kit
A deep learning package for many-body potential energy representation and molecular dynamics
dlaicourse
Notebooks for learning deep learning
GenIce
A swiss army knife to generate proton-disordered ice structures for GROMACS.
ineuron.ai
proejects done at ineuron.ai
lammps
Public development project of the LAMMPS MD software package
lammps-USER-CONP2
updated constant potential plugin for LAMMPS
LaTeX-templates
Graduate School LaTeX templates for Lab rotation proposal + report, OIST beamer and Thesis + thesis proposal
Machine-Learning-Masters
This repository consists content, assignments, assignments solution and study material provided by ineoron ML masters course
MATH51
Collection of my assignments and work in the class MATH51 at Stanford
ML-in-chemistry-101
The course materials for "Machine Learning in Chemistry 101"
ml4md-jb
Jupyter book and content for "Machine Learning for Molecular Dynamics" course
openpathsampling
An open source Python framework for transition interface and path sampling calculations.
seams-core
The d-SEAMS C++ core engine