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Utilizing Singular Value Decomposition (SVD) for audio compression: Convert audio to spectrograms, apply SVD for dimension reduction, and reconstruct with Griffin-Lim. High compression, minimal qua…

Jupyter Notebook 3 1 Updated Jul 21, 2024

The only guide you need to learn everything about GMM

Jupyter Notebook 110 16 Updated Dec 4, 2024

Unsupervised (Self-Supervised) Clustering of Seismic Signals Using Deep Convolutional Autoencoders

Jupyter Notebook 68 16 Updated Apr 7, 2022

A Python wrap-up of PhaseNet for use with EarthWorm

Python 18 2 Updated Apr 11, 2023

Here is where I will put all the code I use to generate my explanatory videos!

Python 6 1 Updated Jan 6, 2023

ResUNet, a semantic segmentation model inspired by the deep residual learning and UNet. An architecture that take advantages from both(Residual and UNet) models.

Jupyter Notebook 224 56 Updated Jul 26, 2020

Get your documents ready for gen AI

Python 19,032 1,005 Updated Jan 24, 2025

Calculate ambient noise cross-correlations, measure phase velocities, and invert for phase velocity maps in MATLAB.

q 29 17 Updated Oct 17, 2024

Free Data Engineering course!

Jupyter Notebook 28,132 5,915 Updated Jan 24, 2025

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

18,935 2,609 Updated Jan 23, 2025

:octocat: A curated awesome list of lists of interview questions. Feel free to contribute! 🎓

72,806 8,980 Updated Jul 29, 2024

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials,…

Python 27,771 7,910 Updated Mar 20, 2024

10 Weeks, 20 Lessons, Data Science for All!

Jupyter Notebook 28,652 5,917 Updated Oct 15, 2024

This repository contains all the deep learning projects done as tutorial

Jupyter Notebook 354 262 Updated Aug 17, 2024

Example deep learning projects that use wandb's features.

Jupyter Notebook 1,144 287 Updated Dec 23, 2024

Transfer Learning using state-of-the-art CNN architectures (ResNet34 and Xception). Class engineering, learning rate/weight decay tuning and one-cycle policy are implemented.

Jupyter Notebook 11 3 Updated Jun 11, 2019

Codes for plotting seismic activity

Python 49 14 Updated Jan 18, 2025

List of Data Science Cheatsheets to rule the world

14,906 3,872 Updated Jul 18, 2024

A multitaper spectral estimation toolbox implemented in Matlab, Python, and R

Python 64 24 Updated Sep 3, 2023

Code accompanying the paper "Complex-valued neural networks for machine learning on non-stationary physical data".

Python 29 11 Updated Nov 30, 2020

DeepDenoiser: Seismic Signal Denoising and Decomposition Using Deep Neural Networks

Python 196 62 Updated Nov 4, 2023

Apply diffusion models for denoising seismograms.

Python 11 Updated Jun 21, 2024

Apply diffusion models using the new Hugging Face diffusers package to synthesize music instead of images.

Jupyter Notebook 737 71 Updated Sep 25, 2024

Audio generation using diffusion models, in PyTorch.

Python 2,004 168 Updated Jun 12, 2023

Simple and readable code for training and sampling from diffusion models

Python 234 19 Updated Jan 9, 2025

Official implementation of Cold-Diffusion for different transformations in pytorch.

Python 1,044 83 Updated Oct 13, 2022

This repository gives the codes for numerical solver independent seismic wave simulation using Task-decomposed Physics-informed Neural Networks.

Jupyter Notebook 11 2 Updated Sep 22, 2023

A collection of resources and papers on Diffusion Models

HTML 11,347 954 Updated Aug 1, 2024

Refine high-quality datasets and visual AI models

Python 9,106 591 Updated Jan 24, 2025
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