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Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

algo

数据结构和算法必知必会的50个代码实现

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

build-your-own-x

🤓 Build your own (insert technology here)

cda-machine-learning-in-action

菊安酱机器学习算法实现

cda-sklearn

cpp-design-patterns

C++设计模式

cs-video-courses

List of Computer Science courses with video lectures.

cs144-sponge

Standford CS144 Lab (Sponge 版本)，已全部完成

cs231n

cs231n assignments sovled by https://ghli.org

cs420

cs420-ml-2020-homework

🤖Course repository for SJTU CS420.

cs61a-2020fall

cs61a-20fa

my solutions for CS61A and all resource I have

cs61b-21sp

cs61c-20su

deep-learning

deep_learning_object_detection

A paper list of object detection using deep learning.

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

fanqiang

翻墙-科学上网

fire-detect-yolov4

fire-smoke-detection-dataset and fire-detection-yolov4-5 (with xml annotations)，火灾检测，烟雾检测

hello-world

lantern

Lantern官方版本下载 蓝灯 翻墙 代理 科学上网 外网 加速器 梯子 路由 lantern proxy vpn censorship-circumvention censorship gfw accelerator

lihang

李航老师《统计学习方法》书中算法代码实现

lihang-code

《统计学习方法》的代码实现

machinelearningnotes

机器学习白板推导笔记

numpy-ml

Machine learning, in numpy

objectdetectiondatasets

目标检测数据集制作:VOC,COCO,YOLO等常用数据集格式的制作和互相转换脚本

project-based-learning

Curated list of project-based tutorials

pythonpark

Python开源项目之「自学编程之路」，学习指南+技术干货+大厂面经+资源分享