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algorithm_interview_notes-chinese icon algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

cada icon cada

计算机算法设计与分析

corel5k icon corel5k

这是Corel5K图像集,共包含科雷尔(Corel)公司收集整理的5000幅图片,故名:Corel5K,童鞋们可用于科学图像实验:分类、检索等。Corel5k数据集是图像实验的事实标准数据集。请勿用于商业用途。私底下学习交流使用。 Corel图像库是科雷尔(Corel)公司收集整理的较为丰富的图像库涵盖多个主题。Corel图像库由若干个CD组成,每个CD包含100张大小相等的图像,可以转换成多种格式。每张CD代表一个语义主题,例如有公共汽车、恐龙、海滩等。 Corel5k自从被提出用于图像标注实验后,已经成为图像实验的标准数据集,被广泛应用于标注算法性能的比较。Corel5k由50张CD组成,包含50个语义主题。 Corel5k图像库通常被分成三个部分: 4000张图像作为训练集,500张图像作为验证集用来估计模型参数,其余500张作为测试集评价算法性能。使用验证集寻找到最优模型参数后4000张训练集和500张验证集混合起来组成新的训练集。 该图像库中的每张图片被标注1~5个标注词,训练集中总共有374个标注词,在测试集中总共使用了263个标注词。 童鞋们自己去提取相关低层视觉特征:Rgb Lab Hsv Sift Gist HOG等等。 童鞋们完成 svm knn adaboost 逻辑回归 随机森林 mimlsvm mimlknn mimlboost 自定义算法 等等多类与多标签实验吧。Go, ...

deep-learning-book icon deep-learning-book

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"

flask-pyoidc icon flask-pyoidc

Flask extension for using pyoidc as authentication for Flask apps.

holer icon holer

Holer exposes local servers behind NATs and firewalls to the public internet over secure tunnels.

javafamily icon javafamily

【Java面试+Java学习指南】 一份涵盖大部分Java程序员所需要掌握的核心知识。

libcjstat icon libcjstat

A C library to get jstat-like metrics for running jvms.

loganalysis.py icon loganalysis.py

loganalysis.py 是一个通过python语言实现的WEB服务器访问日志统计分析应用。

mininet-tests icon mininet-tests

Mininet system-level tests, benchmarks, and performance monitoring

modern-docs icon modern-docs

Documentation for developing modern web applications

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