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对原始数据集进行预处理,窗口划分,特征提取,特征融合,分类识别
numerical modelling of seismic wave propagation in 3D with flat layer models
An Architecture Combining Convolutional Neural Network (CNN) and Linear Support Vector Machine (SVM) for Image Classification
Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset
吴恩达老师的机器学习课程个人笔记
Training deep support vector machine (SVM) networks using a novel back sign signal propagation (BSSP) learning algorithm
Deep Transfer Learning and Time-Frequency Characteristics-Based Identification Method for Structural Seismic Response
Electromagnetic methods in geophysics - open educational resources.
EM3DVP: a Visual Package for 3D Geo-Electromagnetic modeling and inversion
Full 3D electromagnetic modeller for 1D VTI media
Electrical resistivity imaging based on deep learning
Script to plot 2D electrical resistivity tomography (ERT) data with much more versatility than RES2DINV allows.
Config files for my GitHub profile.
The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facies Classification" (published in the SEG Interpretation Journal, August 2019).
Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)
Deep-learning inversion: A next-generation seismic velocity model building method
Contains codes for our paper titled ''Joint Learning for Spatial Context-based Seismic Inversion of Multiple Datasets for Improved Generalizability and Robustness" accepted to Geophysics.
《Matlab计算机视觉与深度学习实战》代码
Least-squares horizons with local slopes and multi-grid correlations
一维层状模型大地电磁测深 (MT) 和可控源音频大地电磁测深 (CSAMT) 正演计算
finite difference for magnetotelluric 2D forward modeling
Python for Controlled Source Audio-frequency Magnetotellurics (CSAMT)
Generate sample data from .segy seismic data for deep learning based on pytorch
Matlab library which contains various functions and modules for seismology.
Seismic fault detection uses a simplified Semantic Segmentation Network(VGG 16) with HDC and ASPP.
Deep-learning seismic facies on state-of-the-art CNN architectures
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.