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annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Language:PythonLicense:MITStargazers:52460Issues:438Issues:130

DeepDenoiser

DeepDenoiser: Seismic Signal Denoising and Decomposition Using Deep Neural Networks

Language:PythonLicense:MITStargazers:175Issues:10Issues:11

seismic-noise-tomography

Python framework for seismic noise tomography

seisplot

Plots seismic, sorta

Language:PythonLicense:Apache-2.0Stargazers:102Issues:18Issues:48

SeismicSuperResolution

Repository for the paper "Deep Learning for Simultaneous Seismic Image Super-Resolution and Denoising" (IEEE TGRS)

Language:PythonLicense:MITStargazers:55Issues:2Issues:3

OBStools

Tools for processing broadband ocean-bottom seismic data

Language:PythonLicense:MITStargazers:51Issues:6Issues:6

SeismicPro

Seismic data processing with ML and deep learning

Language:Jupyter NotebookLicense:NOASSERTIONStargazers:45Issues:2Issues:0

Seismic-Data-Preparation

Preprocessing seismic data: download, format changing, and archiving

Language:PythonStargazers:45Issues:2Issues:0

Lina-Seismic-Playground

Machine Learning/ Deep Learning processing Seismic data

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:28Issues:4Issues:0

Global-Seismic-Spider-Analysi

这是一篇全球地震数据爬取与数据分析的实战教学

VI-Non-IID

Seismic Random Noise Attenuation Based on Non-IID Pixel-Wise Gaussian Noise Modeling

Language:PythonStargazers:6Issues:1Issues:0