Pinned Repositories
AlgorithmicStatMech
Material for a mini-course held at Facultad de Física, Universidad de La Habana, in February 2024
BeliefPropagation.jl
The Belief Propagation approximation for probability distributions on sparse graphs
ChainModels.jl
Discrete probability distributions factorized on a one-dimensional chain
Graphs.jl
An optimized graphs package for the Julia programming language
IndexedFactorGraphs.jl
Factor graphs based on IndexedGraphs.jl
IndexedGraphs.jl
A minimal Graphs.jl implementation of SparseMatrixCSC-based graphs with arbitrary properties
MatrixProductBP.jl
Matrix Product Belief Propagation
TensorTrains.jl
Tensor Trains, mostly as probability distributions
UniformIsingModels.jl
Exact computations on fully-connected Ising models with uniform couplings
xorsat
Look for approximate solutions to instances of the XOR-SAT problem
stecrotti's Repositories
stecrotti/IndexedGraphs.jl
A minimal Graphs.jl implementation of SparseMatrixCSC-based graphs with arbitrary properties
stecrotti/MatrixProductBP.jl
Matrix Product Belief Propagation
stecrotti/xorsat
Look for approximate solutions to instances of the XOR-SAT problem
stecrotti/UniformIsingModels.jl
Exact computations on fully-connected Ising models with uniform couplings
stecrotti/AlgorithmicStatMech
Material for a mini-course held at Facultad de Física, Universidad de La Habana, in February 2024
stecrotti/ChainModels.jl
Discrete probability distributions factorized on a one-dimensional chain
stecrotti/Graphs.jl
An optimized graphs package for the Julia programming language
stecrotti/IndexedFactorGraphs.jl
Factor graphs based on IndexedGraphs.jl
stecrotti/IsingChains.jl
Exact computations on 1D Ising models with open boundary conditions
stecrotti/ITensors.jl
A Julia library for efficient tensor computations and tensor network calculations
stecrotti/LogarithmicNumbers.jl
A logarithmic number system for Julia.
stecrotti/MPSKit.jl
Contains code for tackling 1 dimensional (quantum) problems using tensor network algorithms.
stecrotti/simple-bayes
Reproducing the results shown in lecture 15 of the amazing "Information Theory, Pattern Recognition, and Neural Networks" series by David MacKay
stecrotti/sourcecoding
stecrotti/stecrotti.github.io
Personal page
stecrotti/tensornetwork.org
Source for The Tensor Network open-source review article
stecrotti/TensorTrains.jl
Tensor Trains, mostly as probability distributions
stecrotti/LLMs-from-scratch
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
stecrotti/pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
stecrotti/TensorCast.jl
It slices, it dices, it splices!
stecrotti/ThreadsX.jl
Parallelized Base functions