algorithm
C6819
concept
An algorithm is a finite, well-defined sequence of computational steps or rules designed to solve a specific problem or perform a particular task.
All labels observed (117)
| Label | Occurrences |
|---|---|
| algorithm canonical | 34 |
| reinforcement learning algorithm | 20 |
| graph algorithm | 9 |
| optimization algorithm | 7 |
| numerical algorithm | 6 |
| policy gradient method | 6 |
| decision procedure | 5 |
| deterministic algorithm | 5 |
| comparison-based algorithm | 4 |
| divide-and-conquer algorithm | 4 |
| pattern-matching algorithm | 4 |
| sampling algorithm | 4 |
| sorting algorithm | 4 |
| string-search algorithm | 4 |
| Markov chain Monte Carlo algorithm | 3 |
| actor-critic algorithm | 3 |
| consensus algorithm | 3 |
| probabilistic algorithm | 3 |
| root-finding algorithm | 3 |
| search algorithm | 3 |
| unsupervised learning algorithm | 3 |
| algorithm in computational number theory | 2 |
| classification algorithm | 2 |
| clustering algorithm | 2 |
| collation algorithm | 2 |
| data transfer algorithm | 2 |
| distributed algorithm | 2 |
| file synchronization algorithm | 2 |
| greedy algorithm | 2 |
| in-place algorithm | 2 |
| kernel method | 2 |
| linear-time algorithm | 2 |
| link analysis algorithm | 2 |
| machine learning algorithm | 2 |
| matching algorithm | 2 |
| mathematical algorithm | 2 |
| minimum spanning tree algorithm | 2 |
| nonlinear state estimation algorithm | 2 |
| off-policy reinforcement learning method | 2 |
| polynomial factorization algorithm | 2 |
| ranking algorithm | 2 |
| shortest path algorithm | 2 |
| single-source shortest path algorithm | 2 |
| strongly connected components algorithm | 2 |
| type inference algorithm | 2 |
| DeepMind algorithm | 1 |
| Fast Fourier Transform algorithm | 1 |
| Monte Carlo algorithm | 1 |
| NAS algorithm | 1 |
| NFA construction algorithm | 1 |
| PRNG algorithm | 1 |
| algorithm for solving linear systems | 1 |
| algorithm for sorted arrays | 1 |
| algorithm in computational algebra | 1 |
| algorithm in computer science | 1 |
| algorithm in lambda calculus | 1 |
| algorithm in logic | 1 |
| algorithm in mathematics | 1 |
| algorithm in type theory | 1 |
| algorithm over finite fields | 1 |
| algorithmic framework | 1 |
| algorithmic technique | 1 |
| coding theory algorithm | 1 |
| combinatorial algorithm | 1 |
| completion algorithm | 1 |
| compression algorithm | 1 |
| computational algebra method | 1 |
| computational algorithm | 1 |
| data compression algorithm | 1 |
| deadlock avoidance algorithm | 1 |
| decoding algorithm | 1 |
| delta encoding algorithm | 1 |
| depth-first search based algorithm | 1 |
| dimensionality reduction method | 1 |
| dimensionality reduction technique | 1 |
| dynamic programming algorithm | 1 |
| eigenvalue algorithm | 1 |
| error-correction algorithm | 1 |
| error-correction decoding algorithm | 1 |
| expectation–maximization algorithm | 1 |
| feature tracking algorithm | 1 |
| finite-state machine based algorithm | 1 |
| first-order method | 1 |
| fixed-point algorithm | 1 |
| gradient-based optimization method | 1 |
| heuristic algorithm | 1 |
| hidden surface algorithm | 1 |
| inference algorithm | 1 |
| inference method | 1 |
| integer algorithm | 1 |
| iterative method for linear systems | 1 |
| iterative optimization algorithm | 1 |
| iterative procedure | 1 |
| loop optimizer | 1 |
| memory management algorithm | 1 |
| operating system algorithm | 1 |
| optical flow algorithm | 1 |
| page replacement algorithm | 1 |
| parsing algorithm | 1 |
| particle filter algorithm | 1 |
| polynomial-time algorithm | 1 |
| probabilistic graphical model algorithm | 1 |
| propositional logic algorithm | 1 |
| quantum algorithm | 1 |
| randomized algorithm | 1 |
| regression algorithm | 1 |
| regular expression matching algorithm | 1 |
| resource allocation algorithm | 1 |
| similarity search algorithm | 1 |
| stable matching algorithm | 1 |
| stable sorting algorithm | 1 |
| stochastic algorithm | 1 |
| string-searching algorithm | 1 |
| successive approximation method | 1 |
| term rewriting procedure | 1 |
| training algorithm | 1 |
| word problem algorithm | 1 |
Description generation (CDg)
The one-sentence description above was generated by prompting gpt-5.1 with the class name and this instruction.
Instruction
generate a one-sentence description for a given conceptual class. # Response Format Return only the sentence: "Description: [one-sentence description of the conceptional class]"
Input
Class: algorithm
Generated description
An algorithm is a finite, well-defined sequence of computational steps or rules designed to solve a specific problem or perform a particular task.
Instances (159)
| Instance | Via concept surface |
|---|---|
| KMeans | clustering algorithm |
|
PCA
surface form:
PCA (scikit-learn)
|
machine learning algorithm |
| A2C | reinforcement learning algorithm |
| ACKTR | reinforcement learning algorithm |
| PPO | reinforcement learning algorithm |
| PPO2 | reinforcement learning algorithm |
| TRPO | reinforcement learning algorithm |
| DDPG | actor-critic algorithm |
| A3C | reinforcement learning algorithm |