Python 4 Jupyter Notebook 2

Differential Equations in Deep Learning 63 Dynamical System View of Deep Learning 27 Software and Libraries 8 Deep Learning Methods for Differential Equations 3 Websites and Blogs 1

Neural ODEs 25 Generative Models 12 Optimization 11 Recurrent Neural Networks 10 General Architectures 9 Neural SDEs 6 Theory and Perspectives 6 Python 6 Neural GDEs 5 Julia 3 Neural CDEs 3 Neural Operators 2 Model Discovery 2 Applications 1 Solving Differential Equations 1

deep-learning 4 pytorch 4 dynamical-systems 3 neural-differential-equations 3 differential-equations 3 deep-neural-networks 2 time-series 2 neural-networks 2 control-theory 1 deep-equilibrium-models 1 implicit-models 1 neural-network 1 neural-ode 1 numerical-methods 1 stochastic-differential-equations 1 stochastic-processes 1 stochastic-volatility-models 1 controlled-differential-equations 1 machine-learning 1 artificial-intelligence 1 boundary-value-problem 1 initial-value-problem 1 mathematical-modelling 1 ode 1 odes 1 pde-solver 1 physics-informed-neural-networks 1 pinn 1 pypi 1 scientific-computing 1