hierarchyjk Goto Github PK

gcn_keras_implement

用自定义的层实现图卷积神经网络GCN

gnnpapers

Must-read papers on graph neural networks (GNN)

graphsage

Representation learning on large graphs using stochastic graph convolutions.

horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

house-price-forecast

基于TensorFlow的房价预测，包括了对pandas，seaborn，tensorBoard的基本学习，对回归模型的理解，对表格数据处理的操作

hugo

The world’s fastest framework for building websites.

kaggle-understanding-clouds-from-satellite-images

keras_tutorial_happyhouse

leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

lol-wz-skin

爬取的全联盟皮肤，涉及到的东西1、Ajax异步加载数据 2、利用requests+正则库进行爬取 3、利用urllib.request进行图片下载保存 4、并且涉及到一点反编码

markdown

Markdown 基本语法。

mit-linear-algebra-notes

Notes for MIT-Linear-Algebra

mnist_softmax_cnn

采用了单纯的Softmax和CNN网络进行手写体数字识别，采用Keras框架的Sequential模型，里面涉及了卷积，池化，dropout，Dense，Flatten；对于手写数据集获取方式也有说明，而不再不是用已经被官方弃用的方法；数据处理以及可视化数据和结果；模型的编译，训练，保存，加载都有涉及

neural_network_papers

记录一些读过的论文，给出个人对论文的评分情况并简述论文insight

nmt

TensorFlow Neural Machine Translation Tutorial

n_gram-and-cbow

利用torch实现N_Gram和CBOW

onnx-tensorrt

ONNX-TensorRT: TensorRT backend for ONNX

paddleocr

OCR toolkit based on PaddlePaddle （基于飞桨的OCR工具库，包含总模型仅8.6M的超轻量级中文OCR，同时支持多种文本检测、文本识别的训练算法、服务部署和端侧部署）

python

All Algorithms implemented in Python

pytorch-beginner

pytorch tutorial for beginners

readme

README文件语法解读，即Github Flavored Markdown语法介绍

reid-strong-baseline

Bag of Tricks and A Strong Baseline for Deep Person Re-identification

resnet50

ResNet50

rst

reStructuredText 教程 使用Sphinx生成文档

slambook

tensorflow-101

TensorFlow Tutorials

tensorflow-onnx

Convert TensorFlow, Keras and Tflite models to ONNX

tensorflow-tensorrt

This repository is for my YT video series about optimizing a Tensorflow deep learning model using TensorRT. We demonstrate optimizing LeNet-like model and YOLOv3 model, and get 3.7x and 1.5x faster for the former and the latter, respectively, compared to the original models.

tensorflow2_tutorials_chinese

tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials

tensorflow_tutorial

Andrew ng courses of Tensorflow_tutorial