Sakib Matin's repositories
BayesOptim.jl
An opinionated Julia wrapper for Bayesian Optimization.
3d-vision-transformers
A list of 3D computer vision papers with Transformers
ALF
A framework for performing active learning for training machine-learned interatomic potentials.
async_hyperopt
Asynchronous parallelized hyperparameter tuning with Ray and Ax
cc4s
Coupled Cluster for solids. Mirror of https://gitlab.cc4s.org/cc4s/cc4s
d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
deepmd-kit
A deep learning package for many-body potential energy representation and molecular dynamics
hippynn
python library for atomistic machine learning
dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
effective-pandas
Source code for my collection of articles on using pandas.
Elastic
A module for ASE for elastic constants calculation.
equiformer_v2
[ICLR'24] EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations
FiniteDifferences.jl
High accuracy derivatives, estimated via numerical finite differences (formerly FDM.jl)
JuliaSCGA.jl
Self-consistent Gaussian approximation
lammps
Public development project of the LAMMPS MD software package - update to work 2 layer models
lammps-tutorials
LAMMPS tutorials for Beginners
lammpstutorials-inputs
LAMMPS input from lammpstutorials.github.io
marp
The entrance repository of Markdown presentation ecosystem
Measurements.jl
Error propagation calculator and library for physical measurements. It supports real and complex numbers with uncertainty, arbitrary precision calculations, operations with arrays, and numerical integration.
numdifftools
Solve automatic numerical differentiation problems in one or more variables.
PIMD_Tutorial
This is a repo to store a tutorial on PIMD simulation of water.
pointnet
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
research_notebook
My personal research notebook with notes, tutorials, and resources written in Jupyterbook.
SpinMC.jl
Classical Monte Carlo simulations for lattice spin systems
Sunny.jl
A Julia library implementing SU(N) classical spin dynamics simulations for arbitrary crystal geometries and a broad class of Hamiltonians.
SunnyContributed
User contributed examples and functions for Sunny.jl
uncertainty-toolbox
Uncertainty Toolbox: a Python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization
unicode-latex
A visual studio code extension to insert Unicode symbols given LaTeX symbol names