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gan

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

geophysics

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

image-denoising-cnn

imagecompletion_incompletedata

Image completion network using incomplete data

iterative-bp-cnn

The codes reproduce the research of our work in our JSTSP paper "An Iterative BP-CNN Architecture for Channel Decoding under Correlated Noise"

keras-dcgan

Keras implementation of Deep Convolutional Generative Adversarial Networks

learn-machine-learning

Learn to Build a Machine Learning Application from Top Articles

learning

The data is the future of oil, digging the potential value of the data is very meaningful. This library records my road of machine learning study.

liblbfgs

implemention of the L-BFGS method for smooth unconstrained optimization

libpku

贵校课程资料民间整理

lstm_rnn_tutorials_with_demo

LSTM-RNN Tutorial with LSTM and RNN Tutorial with Demo with Demo Projects such as Stock/Bitcoin Time Series Prediction, Sentiment Analysis, Music Generation using Keras-Tensorflow

markettrader

An all-in-one python script that will: gather and pull data from top gaining stocks, calculate which stock has the highest chance of profit, and using machine learning to buy and sell throughout a typical market day. (WIP)

masw

https://uni.hi.is/eao4/ Fork the work of this link. Multichannel Analysis of Surface Waves

ml_full_wave_inversion

Machine learning as seismic velocity-model building method for full-waveform inversion

my-tensorflow-tutorials

This repo contains all of my TensorFlow tutorials

patch-based-convolutional-image-denoiser

Patch Convolutional Image Denoising - PACAID - algorithm that processes an image, subject to spatial varying noise, through a 22 layers Convolutional Neural Network - CNN - to deliver a cleaner image

pinn_fwi

PINN_FWI: performing physics-informed neural network for FWI

pinn_wave

Physics Informed Neural Network (PINN) for the wave equation.

pinnforfwi

pinnpapers

Must-read Papers on Physics-Informed Neural Networks.

pinns

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

pyfwi

This repository is for PyFWI, a Python package for seismic FWI and reservoir monitoring (time-lapse FWI)

radarextrapolation

Radar image extrapolation based on CNN

seisflows

full waveform inversion and adjoint tomography workflows

stock-prediction

stock predict by cnn and lstm

tensordiffeq

Efficient and Scalable Physics-Informed Deep Learning and Scientific Machine Learning on top of Tensorflow for multi-worker distributed computing

tensorflow

使用谷歌开源的TensorFlow进行一系列的训练实践

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

tensorflow-wavenet

A TensorFlow implementation of DeepMind's WaveNet paper

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等