Pinned Repositories
FastStyleTransfer.jl
Fast Neural Style Transfer in Julia
FluxMPI.jl
Distributed Data Parallel Training of Deep Neural Networks
RayTracer.jl
Differentiable RayTracing in Julia
RegNeuralDE.jl
Official Implementation of "Opening the Blackbox: Accelerating Neural Differential Equations by Regularizing Internal Solver Heuristics" (ICML 2021)
Wandb.jl
Unofficial Julia bindings for logging experiments to wandb.ai
social-driving
Design multi-agent environments and simple reward functions such that social driving behavior emerges
Lux.jl
Explicitly Parameterized Neural Networks in Julia
DeepEquilibriumNetworks.jl
Implicit Layer Machine Learning via Deep Equilibrium Networks, O(1) backpropagation with accelerated convergence.
NonlinearSolve.jl
High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.
torchgan
Research Framework for easy and efficient training of GANs based on Pytorch
avik-pal's Repositories
avik-pal/FluxMPI.jl
Distributed Data Parallel Training of Deep Neural Networks
avik-pal/LocalRegNeuralDE.jl
Local regularization of Neural Differential Equations
avik-pal/smthesis
On efficient training and inference of Neural Differential Equations
avik-pal/RobustNonlinearSolvers.jl
Testing out Nonlinear Solvers that Automatically Switch between Discrete and Continuous Variants
avik-pal/BatchedNonlinearSolve.jl
Test bed for batched non linear solve algorithms (mostly for machine learning applications)
avik-pal/lux-benchmark
Benchmarks for lux projects
avik-pal/model-zoo
Please do not feed the models
avik-pal/Adapt.jl
avik-pal/AutoSparseDiff.jl
avik-pal/BlockDiagonals.jl
Functionality for working efficiently with block diagonal matrices.
avik-pal/Cassette.jl
Overdub Your Julia Code
avik-pal/CurveFit.jl
Simple least squares and curve fitting functions
avik-pal/DiffEqOperators.jl
Linear operators for discretizations of differential equations and scientific machine learning (SciML)
avik-pal/DLPack.jl
Julia interface for dlpack
avik-pal/DocumenterMarkdown.jl
Documenter's Markdown / MkDocs backend
avik-pal/gym-duckietown
Self-driving car simulator for the Duckietown universe
avik-pal/LuxAbbreviatedStackTraces.jl
Abbreviated Stack Traces specialized for Lux.jl models
avik-pal/Metalhead.jl
avik-pal/NLsolve.jl
Julia solvers for systems of nonlinear equations and mixed complementarity problems
avik-pal/NonlinearSolveMINPACK.jl
Wrappers for MINPACK into the SciML Common Interface
avik-pal/PartialFunctions.jl
A small package to simplify partial function application
avik-pal/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
avik-pal/reviewing-a-pull-request
avik-pal/ScientificMachineLearning
avik-pal/Siconos_jll
avik-pal/SimpleChains.jl
Simple chains
avik-pal/Stabilized-Neural-Differential-Equations
Code and experiments for the NeurIPS 2023 paper Stabilized Neural Differential Equations for Learning Dynamics with Explicit Constraints
avik-pal/Startup.jl
avik-pal/StochasticDiffEq.jl
Solvers for stochastic differential equations which connect with the scientific machine learning (SciML) ecosystem
avik-pal/Umlaut.jl
The Code Tracer