streaming-algorithms · GitHub Topics

Miller is like awk, sed, cut, join, and sort for name-indexed data such as CSV, TSV, and tabular JSON

data-processing data-cleaning CSV csv-format streaming-data streaming-algorithms tsv JSON json-data data-reduction 统计 statistical-analysis DevOps devops-tools tabular-data 命令行界面 command-line-tools

Go 9.34 k

4 天前

Waikato / moa

#计算机科学#MOA is an open source framework for Big Data stream mining. It includes a collection of machine learning algorithms (classification, regression, clustering, outlier detection, concept drift detection ...

Java 机器学习 streaming-algorithms clustering moa

Java 643

2 个月前

ast-al / rangeless

c++ LINQ -like library of higher-order functions for data manipulation

C++functional 函数式编程 range linq itertools parallel streaming-data streaming-algorithms pipeline lazy-evaluation

C++ 196

4 年前

dynatrace-oss / hash4j

Dynatrace hash library for Java

murmur3 hash-functions hashing-algorithm Java hash hyperloglog streaming-algorithms consistent-hashing

Java 112

3 天前

alecmocatta / streaming_algorithms

Performant implementations of various streaming algorithms, including Count–min sketch, Top k, HyperLogLog, Reservoir sampling.

Rust streaming-algorithms hyperloglog 数据结构

Rust 87

1 年前

bcgsc / ntCard

Estimating k-mer coverage histogram of genomics data

hyperloglog streaming-algorithms

C++ 77

2 年前

cmdevries / LMW-tree

Learning M-Way Tree - Web Scale Clustering - EM-tree, K-tree, k-means, TSVQ, repeated k-means, bitwise clustering

hierarchical-clustering locality-sensitive-hashing streaming-algorithms

C++ 74

3 年前

usmanm / redis-tdigest

t-digest module for Redis

Redis redis-module streaming-algorithms

C 73

4 年前

andylamp / federated_pca

Federated Principal Component Analysis Revisited!

pca streaming federated-learning decentralized streaming-algorithms online-learning differential-privacy dimensionality-reduction

MATLAB 43

4 年前

LaurentRDC / npstreams

Streaming operations on NumPy arrays

NumPy Python streaming-algorithms

Python 37

6 个月前

alexander-yu / stream

An online statistics library, written in Go

Go 统计 stats streaming-algorithms 数据结构

Go 34

4 个月前

bmoscon / StreamingAlgorithms

A Set of Streaming Algorithms in C++, Python, and Go

Go streaming-algorithms Python C++

C++ 33

8 年前

dccuchile / rivertext

RiverText is a framework that standardizes the Incremental Word Embeddings proposed in the state-of-art. Please feel welcome to open an issue in case you have any questions or a pull request if you wa...

incremental-learning 自然语言处理 streaming-algorithms streaming-data online-learning pytorch-nlp cbow

Python 22

4 个月前

andylamp / moses

Streaming, Memory-Limited, r-truncated SVD Revisited!

streaming streaming-algorithms svd pca dimensionality-reduction

MATLAB 21

4 年前

Shamir-Lab / Faucet

This is the codebase for Faucet, described in our manuscript: https://academic.oup.com/bioinformatics/article/34/1/147/4004871, by Roye Rozov, Gil Goldshlager, Eran Halperin, and Ron Shamir

streaming-algorithms

C++ 18

8 年前

MikeJaredS / hermiter

Efficient Sequential and Batch Estimation of Univariate and Bivariate Probability Density Functions and Cumulative Distribution Functions along with Quantiles (Univariate) and Nonparametric Correlatio...

streaming-algorithms streaming-data 统计

R 16

10 个月前