f1399663811's repositories
Coursera-ML-AndrewNg-Notes
吴恩达老师的机器学习课程个人笔记
python_segy
Generate sample data from .segy seismic data for deep learning based on pytorch
ActivityRecognitionFlow
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
cnn-svm
An Architecture Combining Convolutional Neural Network (CNN) and Linear Support Vector Machine (SVM) for Image Classification
CNNforFaultInterpretation
Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset
deepSVMnet
Training deep support vector machine (SVM) networks using a novel back sign signal propagation (BSSP) learning algorithm
DTL_TFC_Vibration_Identification
Deep Transfer Learning and Time-Frequency Characteristics-Based Identification Method for Structural Seismic Response
em
Electromagnetic methods in geophysics - open educational resources.
EM3DVP
EM3DVP: a Visual Package for 3D Geo-Electromagnetic modeling and inversion
empymod
Full 3D electromagnetic modeller for 1D VTI media
ERINN
Electrical resistivity imaging based on deep learning
f1399663811
Config files for my GitHub profile.
facies_classification_benchmark
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).
faultSeg
Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)
FCNVMB-Deep-learning-based-seismic-velocity-model-building
Deep-learning inversion: A next-generation seismic velocity model building method
Geophysics-2021-Joint-learning-for-spatial-context-based-inversion
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_deep_learning
《Matlab计算机视觉与深度学习实战》代码
mhe
Least-squares horizons with local slopes and multi-grid correlations
MT-CSAMT
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
MT2DFD
finite difference for magnetotelluric 2D forward modeling
Seis_Matlablib
Matlab library which contains various functions and modules for seismology.
Seismic-Fault-Interpretation-Using-Deep-Learning-based-Semantic-Segmentation-Method
Seismic fault detection uses a simplified Semantic Segmentation Network(VGG 16) with HDC and ASPP.
seismic-transfer-learning
Deep-learning seismic facies on state-of-the-art CNN architectures