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Search results for deep learning numerical methods
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numerical-methods
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12 search results found
Torchdyn
⭐
1,187
A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods
Pydens
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242
PyDEns is a framework for solving Ordinary and Partial Differential Equations (ODEs & PDEs) using neural networks
Neuralrdes
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109
Code for: "Neural Rough Differential Equations for Long Time Series", (ICML 2021)
Quant Notes
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101
Quantitative Interview Preparation Guide, updated version here ==>
Fasterneuraldiffeq
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52
Code for "'Hey, that's not an ODE:' Faster ODE Adjoints via Seminorms" (ICML 2021)
Diffeqml Research
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48
This repository contains code released by DiffEqML Research
Numdl Coursenotes
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40
Course notes for graduate-level class on numerical methods for deep learning
Why Train When You Can Optimize
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24
Learn multi-variable optimization by creating a drawing assistant. No deep learning required!
Gpt Pinn
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22
Generative Pre-Trained Physics-Informed Neural Networks Implementation
Pararealml
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19
A machine learning boosted parallel-in-time differential equation solver framework.
Deep_kolmogorov
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18
Numerically Solving Parametric Families of High-Dimensional Kolmogorov Partial Differential Equations via Deep Learning (NeurIPS 2020)
Hdp
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18
A numerical library for High-Dimensional option Pricing problems, including Fourier transform methods, Monte Carlo methods and the Deep Galerkin method
Numdl Matlab
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10
MATLAB code for Numerical Methods for Deep Learning class
Pilecv4j
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6
Image and Video Manipulation and Processing
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1-12 of 12 search results
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