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annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

awesome-mlops

:sunglasses: A curated list of awesome MLOps tools

cset

CSET

ertplot

Script to plot 2D electrical resistivity tomography (ERT) data with much more versatility than RES2DINV allows.

gitskills

have-fun-with-machine-learning

An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks

kaggle

Kaggle 项目实战（教程） = 文档 + 代码 + 视频

machine-learning-for-software-engineers

A complete daily plan for studying to become a machine learning engineer.

machinelearning

Machine Learning in Action（机器学习实战）

machinelearning-1

一些关于机器学习的学习资料与研究介绍

magpy

Processing code for magnetotelluric data written in python

mh1dmt

:earth_asia: MH1DMT is inversion software using LM (Levenberg-Marquardt), SVD (Singular Value Decomposition), SA (Simulated Annealing), VFSA (Very Fast Simulated Annealing), and MVFSA (Modified Very Fast Simulated Annealing) of one-dimension magnetotellurics (MT) in MATLAB

microtremor

This repository is about some statistics and visualization tool about microtremor.

mlgi

mt1dinvnet

Course Exercise: 1D magnetotelluric (MT) Neural Network inversion

mtpy

Python toolbox for standard Magnetotelluric (MT) data analysis

mtzohdy

Python implementation of magnetotelluric data inversion using Zohdy's method

openhvsr-processing-toolkit

OpenHVSR-Processing-Toolkit: Signal processing of microtremor (HVSR, Nakamura method). Fast creation of main resonance frequency maps. 3D Visualization of the sediments/bedrock transition. Implementation of Ibs-von Seht and Wohlenberg regression method. Investigation of seismic signals directionality.

phx_files

Python functions for dealing with files produced by Phoenix Geophysics brand magnetotelluric dataloggers

plotmtpy

Development and implementation of programs for 2D plotting the Magnetotelluric method with Python and modules SciPy, NumPy and Matplotlib.

python-100-days

Python - 100天从新手到大师

radontea

python library for tomographic image reconstruction

random_mt_scripts

random spaghetti scripts I wrote for magnetotelluric data processing and modeling.

repository1

segpy

A Python package for reading and writing SEG Y files.

simpeg

Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.

tle-magnetotelluric_inversion

tle - Exploring non-linear inversions: a 1D magnetotelluric example

tomopy

Tomographic Reconstruction in Python