liuaoy Goto Github PK

adamwr

Implements https://arxiv.org/abs/1711.05101 AdamW optimizer, cosine learning rate scheduler and "Cyclical Learning Rates for Training Neural Networks" https://arxiv.org/abs/1506.01186 for PyTorch framework

adjustautocorrelation

Adjusting for Autocorrelated Errors in Neural Networks for Time Series

aidog

一款从图片识别狗的类别的应用，包括Android版和微信小程序版。

artline

A Deep Learning based project for creating line art portraits.

astgnn

This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/9346058.

attention_ts

Multi-Head Self Attention Layer for Time-Series Prediction

coatnet-pytorch

A PyTorch implementation of "CoAtNet: Marrying Convolution and Attention for All Data Sizes".

concrete-mathematics

记录具体数学的习题解答

condconv-pytorch

Implementation of CondConv: Conditionally Parameterized Convolutions for Efficient Inference in PyTorch.

confusion_matrix

Contains cf_matrix.py file with a function to make a pretty visualization of a confusion matrix.

convnext

Code release for ConvNeXt model

deep-learning-for-image-processing

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

deep-time-series

Deep learning PyTorch library for time series forecasting

deit

Official DeiT repository

efficientnetv2.pytorch

PyTorch implementation of EfficientNetV2 family

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

ffvt

The official PyTorch implementation of Feature Fusion Vision Transformer for Fine-Grained Visual Categorization (BMVC 2021).

focal_loss_pytorch

A PyTorch Implementation of Focal Loss.

food-recipe-cnn

food image to recipe with deep convolutional neural networks.

forlove

game_parkour

Unity开发跑酷游戏

gat_traffic_prediction

基于图注意力模型（GAT）的交通网络流量预测

graph-wavenet

Modifications to Graph Wavenet

image-recognition-of-agricultural-diseases

使用现代卷积神经网络架构（例如ResNet，DenseNet）对38类植物病害进行识别，并生成一个简单的UI操作界面

keras-gradcam

Keras implementation of GradCAM.

leafgan

liuaoy.github.io

liuaoyu个人主页

machine-learning-in-action-python3

《机器学习实战》python3源码

mscg-net

Multi-view Self-Constructing Graph Convolutional Networks with Adaptive Class Weighting Loss for Semantic Segmentation

nonlinear_function_fitting

最小二乘法—多项式拟合非线性函数