KirillZubov/nlp_course
YSDA course in Natural Language Processing
Repositories
KirillZubov/NeuralPDE.jl
Physics-Informed Neural Networks (PINN) and Deep BSDE Solvers of Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
KirillZubov/NeuralOperators.jl
Operator learning in Julia.
KirillZubov/Optimization.jl
Local, global, and beyond optimization for scientific machine learning (SciML)
KirillZubov/pino_model
saved trained neural operator models
KirillZubov/FlameGraph
Stack trace visualizer
KirillZubov/ProfileSVG.jl
Write flame graphs to SVG format and explore them interactively in Jupyter, Pluto, etc.
KirillZubov/SciMLBenchmarks.jl
Benchmarks for scientific machine learning (SciML) software and differential equation solvers
KirillZubov/ModelingToolkit.jl
A modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations
KirillZubov/DiffEqOperators.jl
Linear operators for discretizations of differential equations and scientific machine learning (SciML)
KirillZubov/Flux.jl
Relax! Flux is the ML library that doesn't make you tensor
KirillZubov/POMDPs.jl
MDPs and POMDPs in Julia - An interface for defining, solving, and simulating fully and partially observable Markov decision processes on discrete and continuous spaces.
KirillZubov/Symbolics.jl
A fast and modern CAS for a fast and modern language.
KirillZubov/SciMLBase.jl
The Base interface of the SciML ecosystem
KirillZubov/1d-diffusion_equation
KirillZubov/1d-poission-nernst-planck
KirillZubov/DiffEqGPU.jl
GPU-acceleration routines for DifferentialEquations.jl and the broader SciML scientific machine learning ecosystem
KirillZubov/QuasiMonteCarlo.jl
Lightweight and easy generation of quasi-Monte Carlo sequences with a ton of different methods on one API for easy parameter exploration in scientific machine learning (SciML)
KirillZubov/Julia-on-Colab
Notebook for running Julia on Google Colab
KirillZubov/kirillzubov.github.io
KirillZubov/DASSL.jl
Solves stiff differential algebraic equations (DAE) using variable stepsize backwards finite difference formula (BDF)
KirillZubov/StochasticDiffEq.jl
DiffEq solvers for stochastic differential equations
KirillZubov/FBSNNs
Forward-Backward Stochastic Neural Networks: Deep Learning of High-dimensional Partial Differential Equations
KirillZubov/DeepBSDE
Deep BSDE solver in TensorFlow
KirillZubov/ODENetSolver
KirillZubov/SDESolver
KirillZubov/PossionEquationSover
KirillZubov/t-systems_tasks
KirillZubov/organizer
KirillZubov/checker
Scala command line checklist checker