xingbaji Goto Github PK

fbsnns

Forward-Backward Stochastic Neural Networks: Deep Learning of High-dimensional Partial Differential Equations

fenics-tutorial

Source files and published documents for the FEniCS tutorial.

fenics_code

foundations_for_deep_learning

Building a scalable foundation for deep learning

ganpde

gans-awesome-applications

Curated list of awesome GAN applications and demo

hanlp

自然语言处理 中文分词 词性标注 命名实体识别 依存句法分析 关键词提取 新词发现 短语提取 自动摘要 文本分类 拼音简繁

homework

Assignments for CS294-112.

hpm

Hidden physics models: Machine learning of nonlinear partial differential equations

hrnet-semantic-segmentation

High-resolution representation learning (HRNets) for Semantic Segmentation

hw_save

introduction_to_reinforcement_learning

jukebox

Code for the paper "Jukebox: A Generative Model for Music"

keras-gan

Keras implementations of Generative Adversarial Networks.

keras-project-template

A project template to simplify building and training deep learning models using Keras.

ml-tutorial-experiment

Coding the Machine Learning Tutorial for Learning to Learn

myblog

my github blog

neural-networks-for-differential-equations

UNIVR PDE course project and just for fun

neural-physics-subspaces

Fit low-dimensional subspaces to physical systems with neural networks (SIGGRAPH 2023)

nlp-datasets

A list of datasets/corpora for NLP tasks, in reverse chronological order.

nlu-benchmark

nmt

TensorFlow Neural Machine Translation Tutorial

num-methods-for-pdes

Lecture material on numerical methods for partial differential equations.

numerical-methods-pdes

Jupyter notebook class notes for Numerical Methods for PDEs

numerical-pde

Contains all the MATLAB Code written in Numerical Methods for PDE

numericalgp

Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations

obstacle_problem

The souce code of paper A Deep Neural Network-Based Method for Solving Obstacle Problems.

odl

Operator Discretization Library https://odlgroup.github.io/odl/

openseg.pytorch

parametricgp

Parametric Gaussian Process Regression for Big Data