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Concepts5

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📐Linear Algebra15📈Calculus & Differentiation10🎯Optimization14🎲Probability Theory12📊Statistics for ML9📡Information Theory10🔺Convex Optimization7🔢Numerical Methods6🕸Graph Theory for Deep Learning6🔵Topology for ML5🌐Differential Geometry6∞Measure Theory & Functional Analysis6🎰Random Matrix Theory5🌊Fourier Analysis & Signal Processing9🎰Sampling & Monte Carlo Methods10🧠Deep Learning Theory12🛡️Regularization Theory11👁️Attention & Transformer Theory10🎨Generative Model Theory11🔮Representation Learning10🎮Reinforcement Learning Mathematics9🔄Variational Methods8📉Loss Functions & Objectives10⏱️Sequence & Temporal Models8💎Geometric Deep Learning8

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🔷All∑Math⚙️Algo🗂️DS📚Theory

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AllBeginnerIntermediate
⚙️AlgorithmIntermediate

Minimum Rotation

The minimum rotation of a string is the lexicographically smallest string you can get by cutting it at some position and swapping the two parts.

#minimum rotation#booth algorithm#duval algorithm+12
⚙️AlgorithmIntermediate

KMP - Prefix Function Applications

The prefix function π of a string tells, for every position, the length of the longest proper prefix that is also a suffix of the prefix ending there.

#kmp
Advanced
Filtering by:
#string algorithms
#prefix function
#failure function
+11
⚙️AlgorithmIntermediate

Manacher's Algorithm

Manacher's algorithm finds the length of the longest palindrome centered at every position in a string in linear time O(n).

#manacher's algorithm#palindromic substring#longest palindromic substring+11
⚙️AlgorithmIntermediate

Longest Common Subsequence

The Longest Common Subsequence (LCS) between two sequences is the longest sequence that appears in both, not necessarily contiguously.

#longest common subsequence#lcs#string dp+12
⚙️AlgorithmIntermediate

Edit Distance

Edit distance (Levenshtein distance) measures the minimum number of inserts, deletes, and replaces needed to turn one string into another.

#edit distance#levenshtein#dynamic programming+11