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Yan's Projects

awesome-cs-books icon awesome-cs-books

经典编程书籍大全,涵盖:计算机系统与网络、系统架构、算法与数据结构、前端开发、后端开发、移动开发、数据库、测试、项目与团队、程序员职业修炼、求职面试等

deephpms icon deephpms

Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations

fbsnns icon fbsnns

Forward-Backward Stochastic Neural Networks: Deep Learning of High-dimensional Partial Differential Equations

hpm icon hpm

Hidden physics models: Machine learning of nonlinear partial differential equations

keras-resnet icon keras-resnet

Residual networks implementation using Keras-1.0 functional API

logchecker icon logchecker

This tool is designed to give you a quick view of build result by extrct information from build log file

models icon models

Models and examples built with TensorFlow

mss icon mss

Marine Systems Simulator (MSS)

multistepnns icon multistepnns

Multistep Neural Networks for Data-driven Discovery of Nonlinear Dynamical Systems

online-svr icon online-svr

Implementation of Accurate Online Support Vector Regression in Python.

petl icon petl

Python Extract Transform and Load Tables of Data

pinns icon pinns

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

resnet-in-tensorflow icon resnet-in-tensorflow

Re-implement Kaiming He's deep residual networks in tensorflow. Can be trained with cifar10.

rnn icon rnn

Torch recurrent neural networks

tcn icon tcn

Sequence modeling benchmarks and temporal convolutional networks

tensorpack icon tensorpack

A Neural Net training Interface on TensorFlow, with focus on speed + flexibility

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