A state of the art Weighted and Projected Sampler
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Jun 21, 2022 - Python
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weighted-sampling
Here are 14 public repositories matching this topic...
A digit bin index is a compact representation of a number of weights in the interval (0,1) structured for fast selection and removal of a particular weight based on the accumulated values of the contained weights.
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Aug 11, 2026 - Rust
1st place solution for the CentraleSupélec Deep Learning Kaggle challenge "3-MD-4040 2026 ZooCAM Challenge". Plankton image classification (1.2M samples, 86 classes) using CNNs trained from scratch and a weighted logits ensemble of ResNet50, EfficientNet-B3 and ConvNeXt-Tiny with label smoothing, weighted sampling and TTA.
deep-learning kaggle-competition plankton resnet-50 label-smoothing tta centralesupelec weighted-sampling efficientnet convnext-tiny
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Mar 15, 2026 - Python
Weighted sampling without replacement (Efraimidis-Spirakis A-Res and A-ExpJ) and reservoir sampling over streams, in pure Python with zero dependencies.
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Jun 17, 2026 - Python
Proyecto que compara estimaciones de grupo usando diferentes tipos de muestreo. Algunas técnicas de muestreo, los individuos de la población tienen diferentes probabilidades de ser seleccionados, lo cual es considerado por los modelos de estimación.
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May 4, 2024 - Jupyter Notebook
Bayesian network using weighted and Gibbs sampling
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Oct 3, 2020 - Python
Algorithm R, Algorithm L, A-Res and Poisson samplers audited against exact first-order inclusion probabilities, chi-square uniformity and measured RNG-call cost
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Oct 26, 2026 - Python
Pytorch model for estimating human age from facial images.
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Mar 7, 2026 - Python
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May 17, 2022 - Python
Cryptographically safe random utilities for Go. Helpers for generating random hex strings, tokens, numbers, bytes, UUIDs, emails etc. Thin wrappers around crypto/rand for everyday use.
go golang uuid random faker csprng randomness rng permutation test-data sampling shuffle developer-experience rejection-sampling go-generics uuidv4 weighted-sampling secure-random crypto-rand random-stings
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Jul 29, 2026 - Go
A weighted random item sampler (selector), where the probability of selecting an item is proportional to its weight, and every item is sampled exactly once (without repetition or replacement). The sampling method utilizes a binary-search optimization, making it suitable for performance-demanding applications where the set of items is large.
nodejs typescript js binary-search weighted-samples weighted-random weighted-sampling logn weighted-random-choice no-repetitions weighted-sampler weighted-select weighted-choice non-replacement no-replacement sample-once non-replacement-weighted-sampling weighted-random-sampling weighted-random-pick weighted-random-select
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Oct 26, 2024 - TypeScript
A weighted random item sampler (selector), where the probability of selecting an item is proportional to its weight. The sampling method utilizes a binary search optimization, making it suitable for performance-demanding applications where the set of items is large and the sampling frequency is high.
nodejs select typescript ts selector sampling sampler binary-search weighted weighted-samples weighted-random weighted-sampling random-choice weighted-sampler weighted-select weighted-choice
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Oct 26, 2024 - TypeScript
Weighted random-sampling helpers — Vose's alias method, cumulative-bisect, Efraimidis-Spirakis A-Res. Zero dependencies.
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May 28, 2026 - Python
NLP project: Markov Chain text generator with N-gram models and fast parallel preprocessing
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Apr 18, 2025 - Python
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