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deeplearningann

deep learning methods for ANN search

deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.

dictionary-learning

Dictionary Learning and Sparse Coding for unsupervised clustering

dictionary-learning-algorithms

This repository contains dictionary learning algorithms

dictol

DICTOL - A Dictionary Learning Toolbox in Matlab and Python

dncnn

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)

dncnn-seismic-data-random-noise-supression

dncnn_seismic_oceanography

earthquake_detection_eb_et_al_2019

Codes used in the earthquake detection and location method presented in Beauce et al. 2019. A real data example is also provided.

fcnvmb-deep-learning-based-seismic-velocity-model-building

Deep-learning inversion: A next-generation seismic velocity model building method

fdwave3d

geophysics

FD/RTM/FWI/TOMO/RayTracing, ISO/VTI/TTI, su/segy/sgy, C/C++/java, MPCH/OpenMPI/OpenMP/CUDA/, CWP/Madagascar

gurls

GURLS: a Least Squares Library for Supervised Learning

image-signal-processing

Collection of inverse problems in image processing via Alternating Direction Method (ADM), Alternating Minimization Method (AMA), Group Sparse signal denoising and Majorization-Minimization optimization based image/signal processing

image_reconstruction

Data denoising with auto-encoders. Python3/TensorFlow implementation.

ipdps-crs-cmp-code

kymatio

Wavelet scattering transforms in Python with GPU acceleration

labuladong-fucking-algorithm

leetcode-master

LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

libadmm

A Library of ADMM for Sparse and Low-rank Optimization

lina-seismic-playground

Machine Learning/ Deep Learning processing Seismic data

machine-learning-collection

A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)

machine-learning-tutorials

machine learning and deep learning tutorials, articles and other resources

madagascar_geophysics

Source code (C, Python) on Madagascar

malsar

Multi-task learning via Structural Regularization

matconvnet

mathgeo2017

MathGeo: A toolbox for seismic data processing

matlab_dictionary_learning

matlab implementation of online dictionary learning with example driver code

mdla

Multivariate Dictionary Learning Algorithm