EZ4BYG/Tensorflow-Keras-Studying-Notes

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EZ4BYG/Tensorflow-Keras-Studying-Notes

EZ4BYG

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Study notes on Tensorflow2.0 and Keras. Maybe there will have Pytorch notes in the future.

Func_Opt

Various global and local optimization algorithms, as well as many practical cases. Besides, this repository aslo uses common language and analogy to explain the thinking of various algorithms. —— Still Updating!!

Signal_Tools

Signal Processing toolbox, including DFT, IDFT, Wavelet, τp transform, HHT. Besides, this repository aslo has other useful functions, such as 1D/2D Convolution, Cross-Correlation, Filtering and Denosing.

Num_Func

Numerical analysis toolbox, including interpolation, fitting, numerical integration, iterative solution of linear/nonlinear equations, solution of ordinary differential equations.

Surface-Wave-Frequency-Dispersion-Curves

2D Forward Modeling of Surface Waves(Love + Rayleigh) and Forward Modeling of their Dispersion Curves in multi-layer models.

DL_Apps

Various examples of Deep Learning applications in Earth Sciences —— Still Updating!!

Jupyter Notebook

Finite-Difference-Wave-Simulation

利用python实现二维声波波场的并行计算

Gravitational-Magnetic-Modeling

Simulation programs and results of gravitational and magnetic forward modeling for various common 2D models

Python-Tools

工作中实现且常用到的python小功能

Numerical_Modelling_Geophysics

Numerical Modelling for Applied Geophysics

Jupyter Notebook