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sparsistent_model_disco

spectralbias

Code for "On the Spectral Bias of Neural Networks", to appear in ICML 2019 (Long Beach, CA).

spectraldns

Spectral Navier Stokes (and similar) solvers in Python

spinn

Sparse Physics-based and Interpretable Neural Networks

spinode

Stochastic Physics-Informed Neural Ordinary Differential Equations

stein-variational-gradient-descent

code for the paper "Stein Variational Gradient Descent (SVGD): A General Purpose Bayesian Inference Algorithm"

stuff

Stuff I uploaded to share online or to access from a different machine

superbench

switching-gplfm

Switching Gaussian process latent force model for discontinuous nonlinear system identification

symbolic_deep_learning

Code for "Discovering Symbolic Models from Deep Learning with Inductive Biases"

tensordiffeq

Efficient and Scalable Physics-Informed Deep Learning and Scientific Machine Learning on top of Tensorflow for multi-worker distributed computing

tensorflow-2.x-tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

thuthesis

LaTeX Thesis Template for Tsinghua University

tianchi2023

torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

torchdyn

A PyTorch based library for all things neural differential equations and implicit neural models.

torchga

Train PyTorch Models using the Genetic Algorithm with PyGAD

tripods_winter_school_2022

Practicum on Supervised Learning in Function Spaces

uci-math10

This is the repository for Math 10 Intro to Programming for DataSci at UCI.

uvadlc_notebooks

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2021/Spring 2022

variational-inequality-gan

This is the code associated with the paper A Variational Inequality Perspective for Generative Adversarial Networks.

vstg-mtl

Variable Selection and Task Grouping for Multi-Task Learning (VSTG-MTL)

xgxg1314.github.io

zotero-mdnotes

A Zotero plugin to export item metadata and notes as markdown files

zotero-scihub

A plugin that will automatically download PDFs of zotero items from sci-hub