Tag: optimisation — Code Glossary

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Most referenced — #optimisation

Dynamic Programming 2 Greedy Algorithms 2 Sliding Window 2 Backtracking 2 Knowledge Distillation 2 Two-Pointer Technique 1 Register Allocation 1

Dead Code Elimination 59 Dynamic Programming 53 Backtracking 46 Greedy Algorithms 44 Two-Pointer Technique 44 Knowledge Distillation 42 Sliding Window 41 Register Allocation 28

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Escape Analysis

A compiler optimisation that determines whether an object's lifetime escapes its allocating scope, enabling stack allocation or full elimination of heap allocations.

3w ago Compiler advanced

A compiler back-end pass that maps an unbounded set of virtual registers (or IR variables) to a finite set of physical CPU registers.

3w ago Compiler advanced

Knowledge Distillation

A compression technique where a smaller 'student' model is trained to mimic the outputs of a larger 'teacher' model, achieving comparable performance at a fraction of the inference cost.

3mo ago AI / ML advanced

Dead Code Elimination PHP 7.4+ 🧠 3

A compiler and static analysis optimisation that identifies and removes code that can never be executed or whose result is never used.

3mo ago Compiler intermediate

Backtracking 🧠 1

An algorithmic technique that builds solutions incrementally, abandoning a path ('backtracking') when it determines the current path cannot lead to a valid solution.

3mo ago Algorithms advanced

Dynamic Programming PHP 5.0+ 🧠 1

An optimisation technique that solves problems by breaking them into overlapping subproblems, storing results to avoid redundant computation.

3mo ago Algorithms advanced

Greedy Algorithms PHP 5.0+ 🧠 1

Algorithms that make the locally optimal choice at each step — fast and simple, but only produce the globally optimal solution for problems with the greedy choice property.

3mo ago Algorithms intermediate

Sliding Window

An algorithmic technique that maintains a window of elements over a sequence, expanding or contracting it to find subarrays or substrings satisfying a condition in O(n).

3mo ago Algorithms intermediate

Two-Pointer Technique

An algorithmic pattern using two indices that move through a sorted array to find pairs or subarrays satisfying a condition in O(n) instead of O(n²).

3mo ago Algorithms intermediate