shihaocui Goto Github PK

18337

18.337 - Parallel Computing and Scientific Machine Learning

70-years-of-machine-learning-in-geoscience-in-review

Code to recreate the tutorial and figures in the book chapter.

algorithms_mathmodels

【国赛】【美赛】数学建模相关算法 MATLAB实现（2018年初整理）

ar_pipeline

bearing-fault-diagnosis-based-on-deep-learning

基于深度学习的机械设备故障诊断方法研究

bearingtest

capsnet-keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.

capsule-network-tutorial

Pytorch easy-to-follow Capsule Network tutorial

coa

A new metaheuristic for global optimization problems proposed in the IEEE Congress on Evolutionary Computation (CEC), 2018

concrete-compressive-strength-prediction

Different modeling techniques like multiple linear regression, decision tree, and random forest, etc. will be used for predicting the concrete compressive strength. A comparative analysis will be performed to identify the best model for our prediction in terms of accuracy. The best model will be helpful for civil engineers in choosing the appropri

data-driven-prediction-of-battery-cycle-life-before-capacity-degradation

Code for Nature energy manuscript

dataset

deep-denoising-autoencoder-for-seismic-random-noise-attenuation

Deep Denoising Autoencoder for Seismic Random Noise Attenuation

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

deep-residual-shrinkage-networks

The deep residual shrinkage network is a variant of deep residual networks.

deepbsde

Deep BSDE solver in TensorFlow

deepwave

Wave propagation modules for PyTorch.

devito

Code generation framework for automated finite difference computation

dgm

Solving High Dimensional Partial Differential Equations with Deep Neural Networks

disbatomo

dispersion-ml

Code for Extracting Dispersion Curves From Ambient Noise Correlations Using Deep Learning

dominant-balance

Methods and code for J. L. Callaham, J. N. Kutz, B. W. Brunton, and S. L. Brunton (2020)

dt-wavelet

Codes for measuring travel-time shifts by seismic interferometry in the time-frequency domain with wavelet cross-spectrum analysis.

dwave-quantum-annealing

Examples of using DWave quantum annealing system

entropy

fast_matched_filter

An efficient seismic matched-filter search for both CPU and GPU architectures.

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

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

first_break_picking

Python package for first-break picking

gan-pi

Generative Adversarial Networks - Physics Informed

grey-relational-analysis