PyCM — Peer-reviewed • Rank 22.3 • Science 98%

PyCM: Multiclass confusion matrix library in Python - Published in JOSS (2018)

Learning from Crowds with Crowd-Kit — Peer-reviewed • Rank 17.3 • Science 100%

Learning from Crowds with Crowd-Kit - Published in JOSS (2024)

NiaARM — Peer-reviewed • Rank 11.4 • Science 98%

NiaARM: A minimalistic framework for Numerical Association Rule Mining - Published in JOSS (2022)

pypots • Rank 21.6 • Science 77%

A Python toolkit/library for reality-centric machine/deep learning and data mining on partially-observed time series, including SOTA neural network models for scientific analysis tasks of imputation/classification/clustering/forecasting/anomaly detection/cleaning on incomplete industrial (irregularly-sampled) multivariate TS with NaN missing values

gensim • Rank 15.8 • Science 77%

Topic Modelling for Humans

lexicalrichness • Rank 15.5 • Science 67%

:smile_cat: :speech_balloon: A module to compute textual lexical richness (aka lexical diversity).

ast_monitor • Rank 10.1 • Science 67%

AST-Monitor is a wearable Raspberry Pi computer for cyclists

gsppy • Rank 9.8 • Science 67%

GSP (Generalized Sequence Pattern) algorithm in Python

pyprobables • Rank 18.6 • Science 54%

Probabilistic data structures in python http://pyprobables.readthedocs.io/en/latest/index.html

@stdlib/ml-incr-kmeans • Rank 5.5 • Science 67%

Incrementally partition data into `k` clusters.

de.lmu.ifi.dbs.elki • Rank 17.1 • Science 54%

ELKI Data Mining Toolkit

sport-activities-features • Rank 12.6 • Science 57%

A minimalistic toolbox for extracting features from sports activity files written in Python

smart-agriculture-datasets • Rank 2.1 • Science 67%

lasio • Rank 21.3 • Science 44%

Python library for reading and writing well data using Log ASCII Standard (LAS) files

welly • Rank 9.1 • Science 54%

Welly helps with well loading, wireline logs, log quality, data science

paper-2019-iceis • Rank 1.4 • Science 57%

Detecting Influencers in Very Large Social Networks of Games

automlpipeline.jl • Rank 10.2 • Science 39%

A package that makes it trivial to create and evaluate machine learning pipeline architectures.

@stdlib/datasets-fivethirtyeight-ffq • Rank 4.0 • Science 44%

FiveThirtyEight reader responses to a food frequency questionnaire (FFQ).

eyes • Science 54%

Public Opinion Mining System of Taiwanese Forums

arctic3d • Science 67%

Automatic Retrieval and ClusTering of Interfaces in Complexes from 3D structural information

corpusexplorer.sdk • Science 44%

Korpuslinguistik war noch nie so einfach...

tap-clinicaltrials • Science 44%

Singer tap for ClinicalTrials.gov study records data.

shortr • Science 54%

A little lab of learning algorithms (in LUA). Less XAI, but better

pygrinder • Science 67%

PyGrinder: a Python toolkit for grinding data beans into the incomplete for real-world data simulation by introducing missing values with different missingness patterns, including MCAR (complete at random), MAR (at random), MNAR (not at random), sub sequence missing, and block missing

tsdb • Science 67%

a Python toolbox loads 172 public time series datasets for machine/deep learning with a single line of code. Datasets from multiple domains including healthcare, financial, power, traffic, weather, and etc.

awesome-production-machine-learning • Science 62%

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

core-periphery-hypergraphs • Science 57%

[KDD 2022] Official Code Release for "Core-periphery Models for Hypergraphs"

pybiodatafuse • Science 57%

Python package for biodatafuse project.

socialmediaegographanalysis • Science 31%

Ego Graph Analysis on Social Media.

nuggets • Science 57%

R package for searching of patterns in subspaces described with elementary conjunctions

awesome-arm-in-smart-agriculture • Science 67%

A collection of literature on the use of association rule mining methods in smart agriculture

data-mining • Science 18%

Data mining notebooks and scripts

https://github.com/centrefordigitalhumanities/gabber • Science 31%

A project for the Data School.

src • Science 18%

lua code for a multi-objective optimizer