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本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现,项目已得到李沐老师的认可

Jupyter Notebook 3,806 821 Updated Mar 17, 2023

本仓库我将使用谷歌TensorFlow2框架逐一复现经典的卷积神经网络:LeNet、AlexNet、VGG系列、GooLeNet、ResNet 系列、DenseNet 系列,以及现在比较经典的目标检测网络、语义分割网络等。

Python 351 117 Updated Apr 18, 2022

Talk is cheap,show me the code ! Deep Learning,Leaning deep,Have fun!

Jupyter Notebook 148 50 Updated Mar 25, 2023
1 Updated Jul 10, 2020

A library for scientific machine learning and physics-informed learning

Python 3,063 802 Updated Mar 28, 2025

Must-read Papers on Physics-Informed Neural Networks.

Python 1,089 175 Updated Dec 8, 2023

physics-informed neural network for elastodynamics problem

Python 132 41 Updated Jan 20, 2022

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

Python 4,458 1,355 Updated May 23, 2024

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Python 4,602 641 Updated Mar 28, 2025

基于LSTM的时间序列预测研究

Python 3,063 729 Updated Dec 14, 2022

Training a convolutional neural network using own picture dataset

Python 101 48 Updated Apr 22, 2019
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