Pinned Repositories
lfads-torch
A PyTorch implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.
website
DataInterpolations.jl
A library of data interpolation and smoothing functions
SciMLSensitivity.jl
A component of the DiffEq ecosystem for enabling sensitivity analysis for scientific machine learning (SciML). Optimize-then-discretize, discretize-then-optimize, adjoint methods, and more for ODEs, SDEs, DDEs, DAEs, etc.
DataInterpolations.jl
A library of data interpolation and smoothing functions
DifferentialEquations.jl
Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components
intro_ml_libs
plnde
Code for "Inferring Latent Dynamics Underlying Neural Population Activity via Neural Differential Equations"
RNNTools.jl
A Julia package for training recurrent neural networks (RNNs), vanilla neural ordinary differential equations (nODEs) and gated neural ordinary differential equations (gnODEs).
Transformers.jl
Julia Implementation of Transformer models
timkimd's Repositories
timkimd/plnde
Code for "Inferring Latent Dynamics Underlying Neural Population Activity via Neural Differential Equations"
timkimd/DataInterpolations.jl
A library of data interpolation and smoothing functions
timkimd/DifferentialEquations.jl
Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components
timkimd/intro_ml_libs
timkimd/RNNTools.jl
A Julia package for training recurrent neural networks (RNNs), vanilla neural ordinary differential equations (nODEs) and gated neural ordinary differential equations (gnODEs).
timkimd/Transformers.jl
Julia Implementation of Transformer models