Pinned Repositories
chroma
The Chroma Software System for Lattice QCD
conflict_iyada
ｲﾔｲﾔ(顔をブンブンフル音)
corrfitter
Utilities for fitting correlators in lattice QCD.
CPS_public
equivariant-transformers
Equivariant Transformer (ET) layers are image-to-image mappings that incorporate prior knowledge on invariances with respect to continuous transformations groups (ICML 2019). Paper: https://arxiv.org/abs/1901.11399
fall-in-love-with-julia
An introductory 101 series to get to know the power of Julialang
Flux.jl
Relax! Flux is the ML library that doesn't make you tensor
Gaugefields.jl
Utilities of gauge fields
gpt
A Python toolkit for lattice field theory, quantum computing, and machine learning
gvar
Gaussian random variables.
saintbenjamin's Repositories
saintbenjamin/chroma
The Chroma Software System for Lattice QCD
saintbenjamin/conflict_iyada
ｲﾔｲﾔ(顔をブンブンフル音)
saintbenjamin/fall-in-love-with-julia
An introductory 101 series to get to know the power of Julialang
saintbenjamin/Flux.jl
Relax! Flux is the ML library that doesn't make you tensor
saintbenjamin/Gaugefields.jl
Utilities of gauge fields
saintbenjamin/gpt
A Python toolkit for lattice field theory, quantum computing, and machine learning
saintbenjamin/gvar
Gaussian random variables.
saintbenjamin/intro2software_with_julia_pluto_materials
Collected Pluto Notebooks for 計算物理春の学校 2024
saintbenjamin/intro_ml_in_physics
This is a repository for https://www.amazon.co.jp/%E3%81%93%E3%82%8C%E3%81%AA%E3%82%89%E3%82%8F%E3%81%8B%E3%82%8B%E6%A9%9F%E6%A2%B0%E5%AD%A6%E7%BF%92%E5%85%A5%E9%96%80-KS%E7%89%A9%E7%90%86%E5%B0%82%E9%96%80%E6%9B%B8-%E5%AF%8C%E8%B0%B7-%E6%98%AD%E5%A4%AB/dp/4065225493
saintbenjamin/Introduction-to-Monte-Carlo
saintbenjamin/LatticeDiracOperators.jl
Dirac operators for lattice QCD with Julia
saintbenjamin/LatticeQCD.jl
A native Julia code for lattice QCD with dynamical fermions in 4 dimension.
saintbenjamin/LightGBM
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
saintbenjamin/lsqfit
Utilities for nonlinear least-squares fits.
saintbenjamin/milc_qcd
MILC collaboration code for lattice QCD calculations
saintbenjamin/OkinawaCompPhysFoodSurvey2024.jl
計算物理春の学校の教材: みんなで作る WordCloud
saintbenjamin/opt_einsum
⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization.
saintbenjamin/pykan
Kolmogorov Arnold Networks
saintbenjamin/Python-Machine-Learning-Third-Edition
saintbenjamin/QCDMeasurements.jl
Measurements for lattice QCD. This is intended to use in LatticeQCD.jl.
saintbenjamin/qdpxx
The QDP++ Framework for Lattice QCD
saintbenjamin/quda
QUDA is a library for performing calculations in lattice QCD on GPUs.
saintbenjamin/saintbenjamin.github.io
The webpage of Benjamin J. Choi
saintbenjamin/School_2024
saintbenjamin/self-learningMC
Implementation of "Self-learning Monte Carlo method", Liu et al (2017)
saintbenjamin/SelfLearning-MonteCarlo
saintbenjamin/solve_schrodinger_eq
For lecture
saintbenjamin/spring_school_2024
repository for sample used in 2024 spring school
saintbenjamin/transformers
The implementation of transformer as presented in the paper "Attention is all you need" from scratch.
saintbenjamin/Wilsonloop.jl