JS implementation of probabilistic data structures: Bloom Filter (and its derived), HyperLogLog, Count-Min Sketch, Top-K and MinHash
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
Paradise of Algorithms
Filtered Top K common words with one MapReduce
ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations [AAAI-2020]
jigsaw sketch implementation
Algorithms for traversing spatial networks and performing top-k queries.
Collecting topk stat from big files using multiple threads [EXPERIMENT]
A queue that selects the "top" k elements added to it.
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.
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