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#bit-manipulation

5 notes

# Data Structures Algorithms

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1 — Bitwise Operations

AND, OR, XOR, NOT, and shifts as the primitive operations every bit trick composes from — plus the Python-specific gotcha (arbitrary-precision ints) that catches people coming from C.

data-structures-algorithms bit-manipulation book
Jul 31, 2026

2 — Bit Tricks

A toolkit of small, composable bit-level idioms — power-of-two checks, isolating and clearing the lowest set bit, Kernighan's popcount, single-bit get/set/clear/toggle, and the XOR swap — each derived from two's-complement first principles, not memorized as a formula.

data-structures-algorithms bit-manipulation book
Jul 31, 2026

3 — XOR Problems

Three algebraic properties of XOR — self-inverse, identity, commutative/associative — that turn a handful of hashing-shaped problems into O(n) time, O(1) space one-liners.

data-structures-algorithms bit-manipulation book
Jul 31, 2026

4 — Bitmasking

Representing a subset as bits in a single integer — the trick that turns small-universe subset enumeration and subset-indexed DP into plain integer arithmetic, and stops working the moment the universe passes about 25 elements.

data-structures-algorithms bit-manipulation book
Jul 31, 2026

5 — Gray Code

A permutation of 0..2^n-1 where every consecutive pair — including the wrap from the last value back to the first — differs in exactly one bit, generated in O(1) per value by a single XOR, and the reason physical rotary encoders needed that guarantee before it became an interview trick.

data-structures-algorithms bit-manipulation book
Jul 31, 2026