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学习随笔

Machine Learning

  • CS229: Machine Learning [link] [网易云课堂]
  • Dive into Deep Learning [link] [youtube]
    • chapter_deep-learning-basic
    • chapter_deep-learning-computation
    • chapter_convolutional-neural-network
    • chapter_conputer-vision
    • chapter_optimization
  • Deep Learning Course by Andrew Ng [bilibili]
  • CS231n: Convolutional Neural Networks for Visual Recognition [link] [youtube] [bilibili]
    • assignment1 [link]
      • k-Nearest Neighbor classifier [note]
      • Training a Support Vector Machine [note]
      • Implement a Softmax classifier [note]
      • Two-Layer Neural Network
      • Higher Level Representations: Image Features
    • assignment2 [link]
      • Fully-connected Neural Network
      • Batch Normalization
      • Dropout
      • Convolutional Networks
      • PyTorch / TensorFlow on CIFAR-10
    • assignment3 [link]
      • Image Captioning with Vanilla RNNs
      • Image Captioning with LSTMs
      • Network Visualization: Saliency maps, Class Visualization, and Fooling Images
      • Style Transfer
      • Generative Adversarial Networks

OpenCV3编程入门

Git

Java

Android 编程权威指南

Android 开发艺术探索

数据结构

算法

排序复杂度

内排序 直接插入排序 二分插入排序 表插入排序 Shell插入排序 直接选择排序
时间复杂度 O(n^2) O(n^2) O(n^2) O(n^2) O(n^2)
是否稳定 稳定 稳定 稳定 不稳定 不稳定
内排序 冒泡排序 归并排序 基数排序 堆排序 快速排序
时间复杂度 O(n^2) O(n*log2(N) O(b(n rd)) O(nlog2(N)) O(n*log2(N))
是否稳定 稳定 稳定 稳定 不稳定 不稳定
  • 课后题
习题3.2 习题3.4 习题3.5 习题3.6 习题3.7 习题3.8

18年Android实验室C语言考核题目