python
Guide book for Tensorflow
[Chinese] a guide book for starters who want to learn Tensorflow.
Special Notes on Nov. 19, 2018
An inspection on Lovasz expansion for Jaccard index (with experimental codes).
Tensorflow Inspection for FWM Curves 180602
[PRIVATE] Using the forward model by tensorflow-python-api. We would discuss about how to use data driven methods and model driven methods here.
Forward Model : Curves 180602
[PRIVATE] A forward model which is migrated from matlab-c-api to python-c-api. By using this model, we could simulate the electromagnetic response of an underground geophysical model.
Deep Learning for AGT
[PRIVATE] DeepNet projects for AGT (Advanced Geophysical Technology) and 2018 SEG (Society of Exploration Geophysicists) conference. Now it contains a denoise project and a FWI prediction project.
Real-time Shaker Video Analysis for Shell Project
[PRIVATE] This is a mpegprocessor for Shell Project which is used to analyzing the video of a shale shaker. Since it has not been published, now it is not avaliable for reaching the project page.
Deep Learning Utilities
A C++ based tool collection for enhancing the pre-processing and IO of deep learning.
FFmpeg Encoder Decoder for Python
This is a C++ based FFmpeg Encoder/Decoder for Python 3.5+ & numpy 1.13+. Both Linux & Win versions are provided. Theoretically you do not need to install FFmpeg for using this library.