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codes for "Universal Functional Regression with Neural Operator Flows"
Public version of KarstNSim, a C++ code for Karstic Network Simulation
Proyecto centrado en el estudio de los modelos GARCH de series de tiempo, incluyendo definición, recopilación de información relevante y ejemplos de simulación.
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
Create synthetic seismic volumes with various labelled river channels.
A toolbox for seismic and well log data interpretation.
Open source code for "cigFacies: a massive-scale benchmark dataset of seismic facies and its application"
data-driven seismic horizon tracking using non-local dynamic time warping
Generating seismic data and associated labels to train deep learning networks.
The ultimate lightweight Matplotlib-based seismic volume viewer with multi-view support and horizon visualization capabilities.
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
A pure Julia implementation of denoising diffusion probabilistic models
🧞The highly productive Julia web framework
"Distributions" that might not add to one.
Notebooks with examples and demos of segyio
Seismic Foundation Model
"Deep Generative Modeling": Introductory Examples
Understanding Deep Learning - Simon J.D. Prince
A Julia framework for invertible neural networks
Course material for the lecture "Differential equations in the earth system" (WS 2019/2020) @ CAU Kiel
Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)
WISE: full-Waveform variational Inference via Subsurface Extensions
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.