Kaka Lin

Software Engineer

Taipei, Taiwan
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Categories

  • c++3
  • canbus2
  • data science4
  • data structure and algorithm16
  • database4
  • devops2
  • docker1
  • go8
  • ml/dl11
  • os3
  • python13
  • qt1
  • react2

Series

  • asynchronous programming7
  • data structure and algorithm16
  • distributed1
  • go7
  • machine learning11
  • python13
  • pytorch4
  • react2
  • tensorflow3
  • yolo series1

Tags

  • array1
  • automatic differentiation3
  • canbus2
  • ci/cd1
  • classification1
  • concurrency2
  • coroutine2
  • distributed1
  • docker1
  • dp2
  • generator1
  • google trends2
  • hash table1
  • heap2
  • i/o models1
  • jupyter1
  • kvaser1
  • letterbox1
  • linked list1
  • matplotlib1
  • metrics3
  • mysql1
  • object detection2
  • oop2
  • orm1
  • parallelism1
  • progressbar2
  • pytorch1
  • segmentation1
  • socketcan2
  • sqlalchemy1
  • sqlite1
  • tree11

Recent Posts

  • [Distributed] 分散式訓練介紹

    2024-09-10

  • [Segmentation] 影像分割指標 (Segmentation Metrics)

    2024-06-04

  • [CanBus] Example C code for SocketCAN

    2023-03-27

  • [CanBus] SocketCAN Support for Kvaser Devices

    2023-03-23

  • [DSA] 紅黑樹 (Red-Black Tree) 介紹 - Part 2: Removal

    2022-09-28

[DSA] Binomial Heap 介紹

Binomial Heap 前言: 均攤 (Amortization) 介紹 在開始介紹 Binomial Heap 前,我們先來看看 Heap (Min Heap or Max Heap) 的 operation 時間複雜度: insert: O(log n) remove/delete: O(log n) 思考: 我們能不能減少 insert 的時間複雜度 -> O(1),但一

  2022-09-12   Data Structure and Algorithm   Tree Heap  Comments

[DSA] Heap Tree (堆積) 介紹

Heap Tree 用 Tree 了解他,用 Array 實作相關的 operation 從 Binray Tree 的觀念出發,首先將原本 Tree 的 node 加上 Key (檢索鍵),如下: key: priority or weights or others data: original data (like: todo) 有分: Min Heap(最小堆積)

  2022-09-10   Data Structure and Algorithm   Tree Heap  Comments

[DSA] Binary Expression Tree 介紹

Binary Expression Tree Each internal node corresponds to the operator and each leaf node corresponds to the operand. Example: A expression tree for 3 * (5+7) would be: * / \ 3 + / \ 5 7 prefix: (* 3 (+ 5 7)) -> mul(3, plus(5, 7)) infix: 3 * (5+7) -> 四則運算 postfix: 3 5 7 + * -> 電腦上實際想要

  2022-09-09   Data Structure and Algorithm   Tree  Comments

[DSA] Binary Tree 介紹

Binary Tree (二元樹) 每個 node 最多就是只有 2 個 child node,且稱兩個 child node 為 left child 和 right child。 A binary tree is a tree data structure in which each node has at most two children, which are referred to as the left child and the right child.

  2022-09-09   Data Structure and Algorithm   Tree  Comments

[DSA] Introduction of Tree

Tree (樹) 樹就是Hierarchical Access,樹上的 node 沒有 child 數量限制,如下所示: Each node of the tree will have a root value and a list of references to other nodes which are called child nodes. 其他相關

  2022-09-08   Data Structure and Algorithm   Tree  Comments

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