hao12312 Goto Github PK

3d-cnnpca

Code for 3D CNN-PCA: A Deep-Learning-Based Parameterization for Complex Geomodels

caae-drdcn-inverse

Deep residual networks for dimensionality reduction and surrogate modeling in high-dimensional inverse problems

cnn-inversion

Deep autoregressive neural networks for high-dimensional inverse problems

cnn-surrogate

Bayesian deep convolutional encoder-decoder networks for surrogate modeling and uncertainty quantification

convlstm-pytorch

ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST

cs230-deep-learning

Jupyter notebook and open-sources code we used in this class

dcedn-gcs

Deep convolutional encoder-decoder networks for uncertainty quantification of dynamic multi-phase flow in heterogeneous random media

densenet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

geofacies_dl

geomodeling_conditional_progan

Directly Conditional Facies Modeling Using an Improved Progressive Growing of Generative Adversarial Networks (GANs)

geomodeling_conditional_to_probability_maps_plus

The second repository (GeoModeling_Conditional_ProGAN) is used for conditioning to well data and global features. This repository is for conditioning to geophysics-interpreted probability maps alone and together with well data and global features.

geomodeling_unconditional_progan

Unconditional Geomodeling related work (codes, data, and results)

hao

ms_ccsim

Multi-Scale CCSIM

msg-stylegan-tf

MSG StyleGAN in tensorflow

multiscaledrpnet

nvae

The Official PyTorch Implementation of "NVAE: A Deep Hierarchical Variational Autoencoder" (NeurIPS 2020 spotlight paper)

precipitation-nowcasting

pytorch implemention of trajGRU.

presto

The Python Reservoir Simulation Toolbox

pymodflow

Python code for building, calibrating, and post-processing groundwater flow and transport models using MODFLOW, MODPATH, MT3DMS, and PEST.

python-100-days

Python - 100天从新手到大师

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorch_convlstm

convolutional lstm implementation in pytorch

pytorchdocs

PyTorch 官方中文教程包含 60 分钟快速入门教程，强化教程，计算机视觉，自然语言处理，生成对抗网络，强化学习。欢迎 Star，Fork！

recurrent-u-net

PyTorch implementation of Recurrent U-Net; Recurrent U-Net for Resource-Constrained Segmentation

reservoir-simulation

All about reservoir simulation: MRST, Python, datasets, recommended books, etc

rnn_pytorch

Using the Pytorch to build an image temporal prediction model of the encoder-forecaster structure, ConvGRU kernel & ConvLSTM kernel

segnets-3d

Repo for SegNets, though the code also contains cycleGAN, SRGAN, and other modules

visualization_adgprs

This repository contains MATLAB codes for visualization and plotting simulation results of Stanford ADGPRS (Automatic-Differentiation-based General Purpose Research Simulator).