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2020
LeetCode 101. 对称二叉树 ⌨️
(Symmetric Tree 🚩)
Jun 30, 2020
LeetCode 71. 简化路径 ⌨️
(Simplify Path 🚩🚩)
Jun 29, 2020
LeetCode 70. 爬楼梯 ⌨️
(Climbing Stairs 🚩)
Jun 28, 2020
LeetCode 28. 实现 strStr() ⌨️
(Implement strStr() 🚩)
Jun 27, 2020
LeetCode 13. 罗马数字转整数 ⌨️
(Roman to Integer 🚩)
Jun 26, 2020
LeetCode 12. 整数转罗马数字 ⌨️
(Integer to Roman 🚩🚩)
Jun 25, 2020
LeetCode 9. 回文数 ⌨️
(Palindrome Number 🚩)
Jun 24, 2020
LeetCode 8. 字符串转换整数 (atoi) ⌨️
(String to Integer (atoi) 🚩🚩)
Jun 23, 2020
LeetCode 7. 整数反转 ⌨️
(Reverse Integer 🚩)
Jun 22, 2020
LeetCode 22. 括号生成 ⌨️
(Generate Parentheses 🚩🚩)
Jun 21, 2020
LeetCode 83. 删除排序链表中的重复元素 ⌨️
(Remove Duplicates from Sorted List 🚩)
Jun 20, 2020
LeetCode 88. 合并两个有序数组 ⌨️
(Merge Sorted Array 🚩)
Jun 19, 2020
LeetCode 73. 矩阵置零 ⌨️
(Set Matrix Zeroes 🚩🚩)
Jun 18, 2020
LeetCode 50. Pow(x, n) 🔥
(Pow(x, n) 🚩🚩)
Jun 17, 2020
LeetCode 66. 加一 ⌨️
(Plus One 🚩)
Jun 16, 2020
LeetCode 69. x 的平方根 ⌨️
(Sqrt(x) 🚩)
Jun 15, 2020
LeetCode 19. 删除链表的倒数第N个节点 ⌨️
(Remove Nth Node From End of List 🚩🚩)
Jun 14, 2020
LeetCode 17. 电话号码的字母组合 ⌨️
(Letter Combinations of a Phone Number 🚩🚩)
Jun 13, 2020
LeetCode 1299. 将每个元素替换为右侧最大元素 ⌨️
(Replace Elements with Greatest Element on Right Side 🚩)
Jun 12, 2020
LeetCode 938. 二叉搜索树的范围和 ⌨️
(Range Sum of BST 🚩)
Jun 11, 2020
LeetCode 654. 最大二叉树 ⌨️
(Maximum Binary Tree 🚩🚩)
Jun 10, 2020
LeetCode 78. 子集 ⌨️
(Subsets 🚩🚩)
Jun 09, 2020
LeetCode 1021. 删除最外层的括号 ⌨️
(Remove Outermost Parentheses 🚩)
Jun 08, 2020
LeetCode 1221. 分割平衡字符串 ⌨️
(Split a String in Balanced Strings 🚩)
Jun 07, 2020
LeetCode 54. 旋转矩阵 🔥
(Spiral Matrix 🚩🚩)
Jun 06, 2020
LeetCode 18. 四数之和 ⌨️
(4Sum 🚩🚩)
Jun 05, 2020
LeetCode 21. 合并两个有序链表 ⌨️
(Merge Two Sorted Lists 🚩)
Jun 04, 2020
LeetCode 264. 丑数 II ⌨️
(Ugly Number II 🚩🚩)
Jun 03, 2020
LeetCode 263. 丑数 ⌨️
(Ugly Number 🚩)
Jun 02, 2020
LeetCode 72. 编辑距离 🔥
(Edit Distance 🚩🚩🚩)
Jun 01, 2020
LeetCode 807. 保持城市天际线 ⌨️
(Max Increase to Keep City Skyline 🚩🚩)
May 31, 2020
LeetCode 27. 移除元素 ⌨️
(Remove Element 🚩)
May 30, 2020
LeetCode 771. 宝石与石头 ⌨️
(Jewels and Stones 🚩)
May 29, 2020
LeetCode 33. 搜索旋转排序数组 🔥
(Search in Rotated Sorted Array 🚩🚩)
May 28, 2020
LeetCode 36. 有效的数独 ⌨️
(Valid Sudoku 🚩🚩)
May 27, 2020
LeetCode 35. 搜索插入位置 ⌨️
(Search Insert Position 🚩🚩)
May 26, 2020
LeetCode 62. 不同路径 ⌨️
(Unique Paths 🚩🚩)
May 25, 2020
LeetCode 338. 比特位计数 ⌨️
(Counting Bits 🚩🚩)
May 24, 2020
LeetCode 344. 反转字符串 ⌨️
(Reverse String 🚩)
May 23, 2020
LeetCode 349. 两个数组的交集 ⌨️
(Intersection of Two Arrays 🚩)
May 22, 2020
LeetCode 283. 移动零 ⌨️
(Move Zeroes 🚩)
May 21, 2020
LeetCode 292. Nim 游戏 ⌨️
(Nim Game 🚩)
May 20, 2020
LeetCode 237. 删除链表中的节点 ⌨️
(Delete Node in a Linked List 🚩)
May 19, 2020
LeetCode 258. 各位相加 ⌨️
(Add Digits 🚩)
May 18, 2020
LeetCode 100. 相同的树 ⌨️
(Same Tree 🚩)
May 17, 2020
LeetCode 104. 二叉树的最大深度 ⌨️
(Maximum Depth of Binary Tree 🚩)
May 16, 2020
LeetCode 541. 反转字符串 II ⌨️
(Reverse String II 🚩)
May 15, 2020
LeetCode 557. 反转字符串中的单词 III ⌨️
(Reverse Words in a String III 🚩)
May 14, 2020
LeetCode 187. 重复的DNA序列 ⌨️
(Repeated DNA Sequences 🚩🚩)
May 13, 2020
LeetCode 31. 下一个排列 ⌨️
(Next Permutation 🚩🚩)
May 12, 2020
LeetCode 11. 盛最多水的容器 ⌨️
(Container With Most Water 🚩🚩)
May 11, 2020
LeetCode 167. 两数之和 II - 输入有序数组 ⌨️
(Two Sum II - Input array is sorted 🚩)
May 10, 2020
LeetCode 26. 删除排序数组中的重复项 ⌨️
(Remove Duplicates from Sorted Array 🚩)
May 09, 2020
LeetCode 55. 跳跃游戏 ⌨️
(Jump Game 🚩🚩)
May 08, 2020
LeetCode 49. 字母异位词分组 ⌨️
(Group Anagrams 🚩🚩)
May 07, 2020
LeetCode 24. 两两交换链表中的结点 ⌨️
(Swap Nodes in Pairs 🚩🚩)
May 06, 2020
LeetCode 863. 二叉树中所有距离为 K 的结点 🔥
(All Nodes Distance K in Binary Tree 🚩🚩)
May 05, 2020
LeetCode 236. 二叉树的最近公共祖先 ⌨️
(Lowest Common Ancestor of a Binary Tree 🚩🚩)
May 04, 2020
LeetCode 121. 买卖股票的最佳时机 ⌨️
(Best Time to Buy and Sell Stock 🚩)
May 03, 2020
LeetCode 257. 二叉树的所有路径 ⌨️
(Binary Tree Paths 🚩)
May 02, 2020
LeetCode 146. LRU 缓存机制 ⌨️
(LRU Cache 🚩🚩)
May 01, 2020
LeetCode 547. 朋友圈 ⌨️
(Friend Circles 🚩🚩)
Apr 30, 2020
LeetCode 75. 颜色分类 ⌨️
(Sort Colors 🚩🚩)
Apr 29, 2020
概率统计 - 面试中的常见概率题 🥎
(次数的期望、概率)
Apr 28, 2020
LeetCode 365. 水壶问题 ⌨️
(Water and Jug Problem 🚩🚩)
Apr 27, 2020
C++ 关键字 const、stacic 🔨
(C++ Keyword - const, static)
Apr 26, 2020
LeetCode 230. 二叉搜索树中第 K 小的元素 ⌨️
(Kth Smallest Element in a BST 🚩🚩)
Apr 25, 2020
LeetCode 542. 01 矩阵 🔥
(01 Matrix 🚩🚩)
Apr 24, 2020
LeetCode 152. 乘积最大子数组 ⌨️
(Maximum Product Subarray 🚩🚩)
Apr 23, 2020
传统机器学习 - 支持向量机（SVM）🔪
(Support Vector Machine)
Apr 22, 2020
最小的 k 个数（Top-K）⛰
(K Smallest Elements in an Array)
Apr 21, 2020
LeetCode 226. 翻转二叉树 ⌨️
(Invert Binary Tree 🚩)
Apr 20, 2020
LeetCode 53. 最大子序和 ⌨️
(Maximum Subarray 🚩)
Apr 19, 2020
A4. 数据 - 特征工程 🧱
(Feature Engineering)
Apr 18, 2020
A3. 数据 - 数据平衡 ⚖️
(Data Balance)
Apr 17, 2020
A2. 数据 - 数据增强 🎩
(Data Augmentation)
Apr 16, 2020
A1. 数据 - 数据处理 👩🍳
(Data Processing)
Apr 15, 2020
位运算 🔢
(Bit Operations)
Apr 14, 2020
C2. 优化 - 损失函数求导（Derivative）
(Cross Entropy / MSE + Sigmoid / Softmax)
Apr 13, 2020
F. 专题 - 梯度消失、梯度爆炸 💥
(Gradient Vanishing & Explosion)
Apr 12, 2020
图 - 最小生成树 🗺️
(Kruskal、Prim 算法)
Apr 11, 2020
图 - 单源最短路径 🗺️
(Dijkstra、Floyd 算法)
Apr 10, 2020
LeetCode 1209. 删除字符串中的所有相邻重复项 II ⌨️
(Remove All Adjacent Duplicates in String II 🚩🚩)
Apr 09, 2020
LeetCode 1047. 删除字符串中的所有相邻重复项 ⌨️
(Remove All Adjacent Duplicates In String 🚩)
Apr 08, 2020
LeetCode 14. 最长公共前缀 ⌨️
(Longest Common Prefix 🚩)
Apr 07, 2020
LeetCode 260. 只出现一次的数字 III ⌨️
(Single Number III 🚩🚩)
Apr 06, 2020
LeetCode 137. 只出现一次的数字 II ⌨️
(Single Number II 🚩🚩)
Apr 05, 2020
LeetCode 136. 只出现一次的数字 ⌨️
(Single Number 🚩)
Apr 04, 2020
LeetCode 974. 和可被 K 整除的子数组 ⌨️
(Subarray Sums Divisible by K 🚩🚩)
Apr 03, 2020
最大公约数、最小公倍数 🔢
(GCD, LCM)
Apr 02, 2020
概率统计 - 独立 vs 相关 ⛓
(Independence vs Correlation)
Apr 01, 2020
传统机器学习 - 主成分分析（PCA）📊
(Principal Component Analysis)
Mar 31, 2020
线性代数 - 奇异值分解 💥
(Singular Value Decomposition (SVD))
Mar 30, 2020
线性代数 - 特征值分解 💥
(Eigenvalue Decomposition (EVD))
Mar 29, 2020
线性代数 - 行列式 1️⃣
(Determinant)
Mar 28, 2020
线性代数 - 矩阵基础 🌐
(Matrix)
Mar 27, 2020
线性代数 - 向量 🏹
(Vector)
Mar 26, 2020
2017 ICML - WGAN ⚔️
(《Wasserstein Generative Adversarial Networks》)
Mar 25, 2020
Python 基本操作的效率 🤚
(list(), dict())
Mar 24, 2020
Python 赋值 🤚
(批量赋值、连续赋值)
Mar 23, 2020
LeetCode 210. 课程表 II ⌨️
(Course Schedule II 🚩🚩)
Mar 22, 2020
LeetCode 207. 课程表 ⌨️
(Course Schedule 🚩🚩)
Mar 21, 2020
概率统计 - 样本方差 🔢
(Sample Variance)
Mar 20, 2020
概率统计 - 期望、方差、协方差、相关系数 🔢
(Expectation / Variance / Covariance / Correlation Coefficient)
Mar 19, 2020
数据结构 - 树 🌲
(Tree)
Mar 18, 2020
LeetCode 518. 零钱兑换 II ⌨️
(Coin Change 2 🚩🚩)
Mar 17, 2020
LeetCode 322. 零钱兑换 🔥
(Coin Change 🚩🚩)
Mar 16, 2020
LeetCode 416. 分割等和子集 ⌨️
(Partition Equal Subset Sum 🚩🚩)
Mar 15, 2020
背包问题 🎒
(Knapsack Problem)
Mar 14, 2020
信息论 - 交叉熵、相对熵（KL 散度）、JS 散度 📊
(Cross Entropy / Relative Entropy (KL Divergence) / JS Divergence)
Mar 13, 2020
*算法心得 📟
Mar 12, 2020
C7. 优化 - Warm-Up 🚶♂️
Mar 11, 2020
D. 实验 - PyTorch ⛰
Mar 10, 2020
E. 评估指标 - 图像超分辨率 🔬
(PSNR / SSIM)
Mar 09, 2020
E. 评估指标 - 分类 🧺
(Accuracy / Precision / Recall / F-Score / ROC / AUC / AP / MAP / GAP)
Mar 08, 2020
推荐系统 - 贝叶斯平滑 📊
(Bayes Smoothing)
Mar 07, 2020
传统机器学习 - 朴素贝叶斯 🧺
(Naive Bayes)
Mar 06, 2020
传统机器学习 - 集成学习（Ensemble）👨👩👧👦
(Bagging / Boosting / Stacking / MoE)
Mar 05, 2020
F. 专题 - 偏差-方差权衡 🎯
(Bias-Vaiance Tradeoff)
Mar 04, 2020
信息论 - 信息量、信息熵、条件熵、信息增益、互信息 📰
(Information / Information Gain / Entropy / Mutual Information)
Mar 03, 2020
传统机器学习 - 逻辑回归 Demo 📟
(Logistic Regression Demo)
Mar 02, 2020
LeetCode 958. 二叉树的完全性检验 ⌨️
(Check Completeness of a Binary Tree 🚩🚩)
Mar 01, 2020
F. 专题 - 对抗过拟合 👊
(Against Overfitting)
Feb 29, 2020
数据结构 - 堆 💠
(Heap)
Feb 28, 2020
2017 ICCV - Focal Loss 🕵️
(《Focal Loss for Dense Object Detection》)
Feb 27, 2020
LeetCode 15. 三数之和 ⌨️
(3Sum 🚩🚩)
Feb 26, 2020
GPU 基础 🤼
Feb 25, 2020
LeetCode 16. 最接近的三数之和 ⌨️
(3Sum Closest 🚩🚩)
Feb 24, 2020
剑指 Offer 13. 机器人的运动范围 🗡
Feb 23, 2020
剑指 Offer 12. 矩阵中的路径 🗡
Feb 22, 2020
LeetCode 79. 单词搜索 🔥
(Word Search 🚩🚩)
Feb 22, 2020
LeetCode 398. 随机数索引 ⌨️
(Random Pick Index 🚩🚩)
Feb 21, 2020
剑指 Offer 11. 旋转数组的最小数字 🗡
Feb 20, 2020
剑指 Offer 8. 二叉树的下一个结点 🗡
Feb 19, 2020
剑指 Offer 5. 替换空格 🗡
Feb 18, 2020
剑指 Offer 3. 数组中重复的数字 🗡
Feb 17, 2020
剑指 Offer 0. README 🗡
(《剑指offer》第二版题目索引)
Feb 16, 2020
LeetCode 491. 递增子序列 ⌨️
(Increasing Subsequences 🚩🚩)
Feb 15, 2020
剑指 Offer 6. 从尾到头打印链表 🗡
Feb 14, 2020
LeetCode 382. 链表随机结点 🔥
(Linked List Random Node 🚩🚩)
Feb 14, 2020
设计模式 🔮
(Design Pattern)
Feb 13, 2020
剑指 Offer 4. 二维数组中的查找 🗡
Feb 12, 2020
LeetCode 240. 搜索二维矩阵 II 🔥
(Search a 2D Matrix II 🚩🚩)
Feb 12, 2020
LeetCode 20. 有效的括号 ⌨️
(Valid Parentheses 🚩)
Feb 11, 2020
剑指 Offer 10. 斐波那契数列 🗡
Feb 10, 2020
LeetCode 509. 斐波那契数 🔥
(Fibonacci Number 🚩)
Feb 10, 2020
Python 类方法、实例方法、实例方法 🔨
(Class / Instance / Static Methods)
Feb 09, 2020
LeetCode 300. 最长上升子序列 🔥
(Longest Increasing Subsequence 🚩🚩)
Feb 08, 2020
LeetCode 225. 用队列实现栈 ⌨️
(Implement Stack using Queues 🚩)
Feb 07, 2020
剑指 Offer 9. 用两个栈实现队列 🗡
Feb 06, 2020
LeetCode 232. 用栈实现队列 ⌨️
(Implement Queue using Stacks 🚩)
Feb 06, 2020
LeetCode 1143. 最长公共子序列 🔥
(Longest Common Subsequence 🚩🚩)
Feb 05, 2020
剑指 Offer 7. 重建二叉树 🗡
Feb 04, 2020
LeetCode 105. 从前序与中序遍历序列构造二叉树 ⌨️
(Construct Binary Tree from Preorder and Inorder Traversal 🚩🚩)
Feb 04, 2020
LeetCode 153. 寻找旋转排序数组中的最小值 🔥
(find-minimum-in-rotated-sorted-array 🚩🚩)
Feb 03, 2020
单例模式 👆
(Singleton Pattern)
Feb 02, 2020
Python 装饰器 🎁
(Python Decorator)
Feb 01, 2020
排序算法 10. 快速排序 🔢
(Quick Sort)
Jan 31, 2020
排序算法 09. 堆排序 🔢
(Heap Sort)
Jan 30, 2020
排序算法 08. 基数排序 🔢
(Radix Sort)
Jan 29, 2020
排序算法 07. 桶排序 🔢
(Bucket Sort)
Jan 28, 2020
排序算法 06. 计数排序 🔢
(Counting Sort)
Jan 27, 2020
排序算法 05. 希尔排序 🔢
(Shell Sort)
Jan 26, 2020
排序算法 04. 归并排序 🔢
(Merge Sort)
Jan 25, 2020
排序算法 03. 选择排序 🔢
(Selection Sort)
Jan 24, 2020
排序算法 02. 插入排序 🔢
(Insertion Sort)
Jan 23, 2020
排序算法 01. 冒泡排序 🔢
(Bubble Sort)
Jan 22, 2020
排序算法 00. 代码实现 🔢
Jan 21, 2020
排序算法 00. README 🔢
Jan 20, 2020
LeetCode 3. 无重复字符的最长子串 ⌨️
(Longest Substring Without Repeating Characters 🚩🚩)
Jan 19, 2020
LeetCode 145. 二叉树的后序遍历 ⌨️
(Binary Tree Postorder Traversal 🚩🚩🚩)
Jan 18, 2020
LeetCode 144. 二叉树的前序遍历 ⌨️
(Binary Tree Preorder Traversal 🚩🚩)
Jan 17, 2020
LeetCode 102. 二叉树的层次遍历 ⌨️
(Binary Tree Level Order Traversal 🚩🚩)
Jan 16, 2020
LeetCode 94. 二叉树的中序遍历 ⌨️
(Binary Tree Inorder Traversal 🚩🚩)
Jan 15, 2020
2017 CVPR - FPN 🕵️
(《Feature Pyramid Networks for Object Detection》)
Jan 14, 2020
树的遍历 🌲
(前序 / 中序 / 后序 / 层次遍历)
Jan 13, 2020
LeetCode 48. 旋转图像 ⌨️
(Rotate Image 🚩🚩)
Jan 12, 2020
LeetCode 2. 两数相加 ⌨️
(Add Two Numbers 🚩🚩)
Jan 11, 2020
LeetCode 56. 合并区间 ⌨️
(Merge Intervals 🚩🚩)
Jan 10, 2020
LeetCode 1. 两数之和 ⌨️
(Two Sum 🚩)
Jan 09, 2020
LeetCode 234. 回文链表 ⌨️
(Palindrome Linked List 🚩)
Jan 08, 2020
LeetCode 1071. 字符串的最大公因子 ⌨️
(Greatest Common Divisor of Strings 🚩)
Jan 07, 2020
LeetCode 67. 二进制求和 ⌨️
(Add Binary 🚩)
Jan 06, 2020
LeetCode 206. 反转链表 🔥
(Reverse Linked List 🚩)
Jan 05, 2020
LeetCode 876. 链表的中间结点 ⌨️
(Middle of the Linked List 🚩)
Jan 04, 2020
LeetCode 34. 在排序数组中查找元素的第一个和最后一个位置 🔥
(Find First and Last Position of Element in Sorted Array 🚩🚩)
Jan 03, 2020
微信红包算法 🧧
(既要随机又要公平)
Jan 02, 2020
Insights 2020 💡
Jan 01, 2020
2019
2015 NIPS - Faster RCNN 🕵️
(《Faster RCNN: Towards Real-Time Object Detection with Region Proposal Networks》)
Dec 31, 2019
2015 ICCV - Fast RCNN 🕵️
(《Fast R-CNN》)
Dec 30, 2019
2014 CVPR - RCNN 🕵️
(《Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation》)
Dec 29, 2019
2016 NIPS - Matching Network 🧠
(《Matching Networks for One Shot Learning》)
Dec 28, 2019
2017 NIPS - Prototypical Networks 🧠
(《Prototypical Networks for Few-shot Learning》)
Dec 27, 2019
2017 ICML - MAML 🧠
(《Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks》)
Dec 26, 2019
B3. 模型 - 注意力机制（Attention Mechanism）👀
(Soft / Hard / Key-value / Multi-head / Self Attention)
Dec 25, 2019
B2. 模型 - 循环神经网络（RNN）⏳
(RNN / LSTM / GRU)
Dec 24, 2019
推荐系统 - FM 家族 🛍
(FM / DNN / FNN / PNN / Wide & Deep / DeepFM / NFM / AFM)
Dec 23, 2019
2013 ICCV - Nonparametric Blind Super-Resolution 🔍
(《Nonparametric Blind Super-resolution》)
Dec 22, 2019
2014 NIPS - GAN ⚔️
(《Generative Adversarial Networks》)
Dec 21, 2019
2018 CVPR - SENet 🌐
(《Squeeze-and-Excitation Networks》)
Dec 20, 2019
2018 CVPR - ShuffleNet 🌐
(《ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices》)
Dec 19, 2019
2017 CVPR - DenseNet 🌐
(《Densely Connected Convolutional Networks》)
Dec 18, 2019
2017 arXiv - MobileNet 🌐
(《MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications》)
Dec 17, 2019
2017 CVPR - ResNeXt 🌐
(《Aggregated Residual Transformations for Deep Neural Networks》)
Dec 16, 2019
2017 CVPR - Xception 🌐
(《Xception: Deep Learning with Depthwise Separable Convolutions》)
Dec 15, 2019
2016 arXiv - SqueezeNet 🌐
(《SqueezeNet: AlexNet-level Accuracy with 50x Fewer Parameters and <0.5MB Model Size》)
Dec 14, 2019
2016 CVPR - ResNet 🌐
(《Deep Residual Learning for Image Recognition》)
Dec 13, 2019
2015 CVPR - GoogleNet, Inception v1 🌐
(《Going Deeper with Convolutions》)
Dec 12, 2019
2015 ICLR - VGG 🌐
(《Very Deep Convolutional Networks for Large-Scale Image Recognition》)
Dec 11, 2019
2012 NIPS - AlexNet 🌐
(《ImageNet Classification with Deep Convolutional Neural Networks》)
Dec 10, 2019
1988 IEEE - LeNet 🌐
(《Gradient-based Learning Applied to Document Recognition》)
Dec 09, 2019
B1. 模型 - 卷积神经网络（CNN）🌐
(Dilated / Transposed / Pointwise / Depthwise / Group / Separable Convolution)
Dec 08, 2019
B5. 模型 - 激活函数（Activation Function）📈
(Sigmoid / Tanh / ReLU / ELU / Swish / Mish)
Dec 07, 2019
B6. 模型 - Softmax 函数 🔨
Dec 06, 2019
C1. 优化 - 损失函数（Loss Function）📉
(L1/ L2 / RMSE / Huber / Cross Entropy)
Dec 05, 2019
C6. 优化 - Dropout 🗑
Dec 04, 2019
C4. 优化 - 初始化（Initialization）🐣
(Xavirer / He Initialization)
Dec 03, 2019
B4. 模型 - 标准化（Normalization）📏
(Batch / Group / Instance / Layer Normalization)
Dec 02, 2019
C5. 优化 - 正则化（Regularization）📏
(L0 / L1 / L2 Regularization; Weight Decay)
Dec 01, 2019
C3. 优化 - 优化器（Optimizer）📉
(SGD / Momentum / NAG / Adagrad / RMSProp / Adam / Nadam / AdamW)
Nov 30, 2019
数据集 - Omniglot ✍️
(《Human-level concept learning through probabilistic program induction》，Science 2015)
Nov 29, 2019
数据集 - miniImageNet 🚥
(《Matching Networks for One Shot Learning》，NIPS 2016)
Nov 28, 2019
数据集 - ImageNet 🚥
(《ImageNet: A large-scale hierarchical image database》，CVPR2009)
Nov 27, 2019
原码、反码、补码 🔢
(Bit Operations)
Nov 26, 2019
Life Dealine 💀
(You only have 900 months...)
Nov 25, 2019
Pangu 🖖
(Text spacing between CJK and half-width characters)
Nov 24, 2019
辛普森悖论 📊
(Simpson's Paradox)
Nov 23, 2019
Nbviewer ⚗️
(Client side rendering of Jupyter notebooks)
Nov 22, 2019
Diff 👀
(Merge and diff documents online)
Nov 21, 2019
Echarts Demo 📊
Nov 20, 2019
Hash ㊙️
(MD5, SHA-1, SHA-256)
Nov 19, 2019
Time 🕰️
(Time zones)
Nov 18, 2019
Base64 🔢
(Base64 encoding and decoding)
Nov 17, 2019
Number 🔢
(Base = 2, 4, 8, 10, 12, 16, 32)
Nov 16, 2019
Insights 2019 💡
Oct 01, 2019
2018
历年会议期刊 🔖
Oct 01, 2018
Insights 2018 💡
Jan 01, 2018
2017
Insights 2017 💡
Jan 01, 2017
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