JS implementation of probabilistic data structures: Bloom Filter (and its derived), HyperLogLog, Count-Min Sketch, Top-K and MinHash

Space Saving algorithm implementation (StreamSummary) in Java, used to solve heavy hitters / topk items.

A fast and highly accurate differentiable Top-k operator from the "Successive Halving Top-k Operator" AAAI'21 paper.

High performance approximate algorithms in Go (e.g. morris counter, count min, etc.)

[ICML2022] Stochastic smoothing of the top-K calibrated hinge loss for deep imbalanced classification

TopK algorithm implementation in Rust (Filtered Space-Saving)

Paradise of Algorithms

Filtered Top K common words with one MapReduce

基于堆的TopK算法

A data structure for finding the top k elements

ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations [AAAI-2020]

Algorithms for traversing spatial networks and performing top-k queries.

Collecting topk stat from big files using multiple threads [EXPERIMENT]

Bucketed top-k for PyTorch using a priority queue

第2届百度搜索创新大赛（TopK搜索）

Implementation of greedy and beam search, as well as top-p and top-k. Analyze how varying specific parameters of decoding and sampling algorithms can qualitatively affect the generation and interpretation of NLG evaluation metrics.

A Space-Saving algorithm implemented in Go

A queue that selects the "top" k elements added to it.