Ecosyste.ms: Packages
An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.
Top 1.1% on pypi.org
Top 0.3% downloads on pypi.org
Top 0.3% dependent packages on pypi.org
Top 0.5% dependent repos on pypi.org
Top 2.7% forks on pypi.org
Top 1.2% docker downloads on pypi.org
Top 0.3% downloads on pypi.org
Top 0.3% dependent packages on pypi.org
Top 0.5% dependent repos on pypi.org
Top 2.7% forks on pypi.org
Top 1.2% docker downloads on pypi.org
pypi.org : category-encoders
A collection of sklearn transformers to encode categorical variables as numeric
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purl: pkg:pypi/category-encoders
Keywords: python, data, science, machine, learning, pandas, sklearn
License: BSD-3-Clause
Latest release: 7 months ago
First release: about 8 years ago
Dependent packages: 88
Dependent repositories: 726
Downloads: 1,635,064 last month
Stars: 2,371 on GitHub
Forks: 394 on GitHub
Docker dependents: 49
Docker downloads: 84,173
Total Commits: 780
Committers: 66
Average commits per author: 11.818
Development Distribution Score (DDS): 0.805
More commit stats: commits.ecosyste.ms
See more repository details: repos.ecosyste.ms
Last synced: 6 days ago
adcl 0.1.7
Data preprocessing and cleaning tools for data science projects8 versions - Latest release: 18 days ago - 139 downloads last month - 0 stars on GitHub - 1 maintainer
anonypyx 0.2.4
Anonymization library for python, fork of anonypy5 versions - Latest release: 3 months ago - 63 downloads last month - 0 stars on GitHub - 1 maintainer
Top 7.4% on pypi.org
44 versions - Latest release: 2 months ago - 3 dependent repositories - 394 downloads last month - 146 stars on GitHub - 1 maintainer
atom-ml 6.0.1
A Python package for fast exploration of machine learning pipelines44 versions - Latest release: 2 months ago - 3 dependent repositories - 394 downloads last month - 146 stars on GitHub - 1 maintainer
Top 5.6% on pypi.org
49 versions - Latest release: 14 days ago - 1 dependent package - 2 dependent repositories - 5.36 thousand downloads last month - 4 maintainers
autoai-libs 2.0.2
A library of transformers to support portable representations of AutoAI pipelines49 versions - Latest release: 14 days ago - 1 dependent package - 2 dependent repositories - 5.36 thousand downloads last month - 4 maintainers
autofeatselect 0.1.5
Automated Feature Selection & Feature Importance Calculation Framework6 versions - Latest release: 9 months ago - 798 downloads last month - 41 stars on GitHub - 1 maintainer
Top 6.8% on pypi.org
16 versions - Latest release: 5 months ago - 1 dependent package - 17 dependent repositories - 725 downloads last month - 233 stars on GitHub - 1 maintainer
autoimpute 0.14.1
Imputation Methods in Python16 versions - Latest release: 5 months ago - 1 dependent package - 17 dependent repositories - 725 downloads last month - 233 stars on GitHub - 1 maintainer
automl-alex 2023.3.11
State-of-the art Automated Machine Learning python library for Tabular Data35 versions - Latest release: about 1 year ago - 1 dependent repositories - 339 downloads last month - 201 stars on GitHub - 1 maintainer
automl-tools 0.2.5
automl_tools12 versions - Latest release: about 2 months ago - 124 downloads last month - 1 maintainer
baseline-optimal 0.0.7
A Python package for machine learning pipeline optimization7 versions - Latest release: 5 months ago - 76 downloads last month - 0 stars on GitHub - 1 maintainer
batch-prediction-pipeline 0.1.0
๐ ๐ง๐ต๐ฒ ๐๐๐น๐น ๐ฆ๐๐ฎ๐ฐ๐ธ ๐ณ-๐ฆ๐๐ฒ๐ฝ๐ ๐ ๐๐ข๐ฝ๐ ๐๐ฟ๐ฎ๐บ๐ฒ๐๐ผ๐ฟ๐ธ | ๐๐ฒ๐ฎ๐ฟ๐ป ๐ ๐๐ & ๐ ๐๐ข๐ฝ๐ for free by designing, building and ...1 version - Latest release: 12 months ago - 19 downloads last month - 775 stars on GitHub - 1 maintainer
batch-prediction-pipeline-self 0.1.0
๐ ๐ง๐ต๐ฒ ๐๐๐น๐น ๐ฆ๐๐ฎ๐ฐ๐ธ ๐ณ-๐ฆ๐๐ฒ๐ฝ๐ ๐ ๐๐ข๐ฝ๐ ๐๐ฟ๐ฎ๐บ๐ฒ๐๐ผ๐ฟ๐ธ | ๐๐ฒ๐ฎ๐ฟ๐ป ๐ ๐๐ & ๐ ๐๐ข๐ฝ๐ for free by designing, building and ...1 version - Latest release: 8 months ago - 17 downloads last month - 775 stars on GitHub - 1 maintainer
bayte 0.2.1
Bayesian target encoding with scikit-learn and scipy3 versions - Latest release: about 1 month ago - 589 downloads last month - 0 stars on GitHub - 1 maintainer
bciavm 1.21.28
bciAVM is a machine learning pipeline used to predict property prices.31 versions - Latest release: over 2 years ago - 1 dependent repositories - 141 downloads last month - 2 stars on GitHub - 1 maintainer
blackfox-extras 1.2.0
BlackFox Extras20 versions - Latest release: about 1 year ago - 1 dependent repositories - 172 downloads last month - 0 stars on GitHub - 1 maintainer
ceval 0.0.6
A package for evaluating the performance of counterfactual explainers.6 versions - Latest release: 2 months ago - 49 downloads last month - 1 maintainer
crosspredict 1.1.9
package for easy crossvalidation16 versions - Latest release: 12 months ago - 1 dependent repositories - 81 downloads last month - 25 stars on GitHub - 1 maintainer
data-drift-detector 0.0.18
Compare differences between 2 datasets to identify data drift15 versions - Latest release: 3 months ago - 1 dependent repositories - 1.02 thousand downloads last month - 9 stars on GitHub - 1 maintainer
datarobotx 0.1.25
DataRobotX is a collection of DataRobot extensions20 versions - Latest release: about 1 month ago - 1 dependent repositories - 35.6 thousand downloads last month - 2 maintainers
datawaza 0.1.2
Datawaza is a collection of tools for data exploration, visualization, data cleaning, pipeline cr...3 versions - Latest release: 2 months ago - 168 downloads last month - 1 stars on GitHub - 1 maintainer
Top 1.9% on pypi.org
56 versions - Latest release: 4 months ago - 7 dependent packages - 92 dependent repositories - 71.4 thousand downloads last month - 3,380 stars on GitHub - 1 maintainer
deepchecks 0.18.1
Package for validating your machine learning model and data56 versions - Latest release: 4 months ago - 7 dependent packages - 92 dependent repositories - 71.4 thousand downloads last month - 3,380 stars on GitHub - 1 maintainer
Top 9.4% on pypi.org
14 versions - Latest release: 5 months ago - 3 dependent repositories - 364 downloads last month - 632 stars on GitHub - 1 maintainer
deeptables 0.2.6
Deep-learning Toolkit for Tabular datasets14 versions - Latest release: 5 months ago - 3 dependent repositories - 364 downloads last month - 632 stars on GitHub - 1 maintainer
dmwt 0.0.1
1 version - Latest release: 11 months ago - 6 downloads last month - 1 maintainerdnattend 0.2.3
AutoML classifier for predicting patient non-attendance (DNA)6 versions - Latest release: over 1 year ago - 1 dependent repositories - 6 downloads last month - 1 stars on GitHub - 1 maintainer
dsds 0.0.34 ๐ฐ
Dataframes powered by a multithreaded, vectorized query engine, written in Rust16 versions - Latest release: 7 months ago - 15 downloads last month - 26,301 stars on GitHub - 1 maintainer
e2eml 4.14.20
An end-to-end solution for automl57 versions - Latest release: about 1 year ago - 1 dependent repositories - 251 downloads last month - 16 stars on GitHub - 1 maintainer
ehrapy 0.7.0
Electronic Health Record Analysis with Python.7 versions - Latest release: about 2 months ago - 1 dependent repositories - 348 downloads last month - 109 stars on GitHub - 2 maintainers
etaml 0.0.9
An automated machine learning platform with a focus on explainability1 version - Latest release: over 1 year ago - 10 downloads last month - 3 stars on GitHub - 1 maintainer
Top 3.3% on pypi.org
86 versions - Latest release: 4 months ago - 4 dependent packages - 12 dependent repositories - 6.77 thousand downloads last month - 705 stars on GitHub - 5 maintainers
evalml 0.83.0
an AutoML library that builds, optimizes, and evaluates machine learning pipelines using domain-s...86 versions - Latest release: 4 months ago - 4 dependent packages - 12 dependent repositories - 6.77 thousand downloads last month - 705 stars on GitHub - 5 maintainers
evolutionary-forest 0.2.4
An open source python library for automated feature engineering based on Genetic Programming15 versions - Latest release: 29 days ago - 1 dependent repositories - 82 downloads last month - 1 maintainer
Top 3.7% on pypi.org
162 versions - Latest release: 3 months ago - 2 dependent packages - 5 dependent repositories - 7.29 thousand downloads last month - 544 stars on GitHub - 1 maintainer
featurewiz 0.5.7
Select Best Features from your data set - any size - now with XGBoost!162 versions - Latest release: 3 months ago - 2 dependent packages - 5 dependent repositories - 7.29 thousand downloads last month - 544 stars on GitHub - 1 maintainer
future-sales 0.1.1
2 versions - Latest release: over 1 year ago - 19 downloads last month - 1 maintainerfuzzylearn 1.2.0
2 versions - Latest release: 11 months ago - 21 downloads last month - 0 stars on GitHub - 1 maintainergama 23.0.0
A package for automated machine learning based on scikit-learn.14 versions - Latest release: 11 months ago - 1 dependent repositories - 188 downloads last month - 89 stars on GitHub - 1 maintainer
gargaml 0.0.12
A personal ML lib12 versions - Latest release: about 1 year ago - 45 downloads last month - 2 stars on GitHub - 1 maintainer
g-batch-prediction-pipeline 0.3.0
๐ ๐ง๐ต๐ฒ ๐๐๐น๐น ๐ฆ๐๐ฎ๐ฐ๐ธ ๐ณ-๐ฆ๐๐ฒ๐ฝ๐ ๐ ๐๐ข๐ฝ๐ ๐๐ฟ๐ฎ๐บ๐ฒ๐๐ผ๐ฟ๐ธ | ๐๐ฒ๐ฎ๐ฟ๐ป ๐ ๐๐ & ๐ ๐๐ข๐ฝ๐ for free by designing, building and ...3 versions - Latest release: 12 months ago - 27 downloads last month - 775 stars on GitHub - 1 maintainer
general-information-computing 0.0.1 removed
Package for information estimation, independence test, causal structure mining, etc.1 version - Latest release: 2 months ago - 1 stars on GitHub - 1 maintainer
gentab 0.1.2
A synthetic tabular data generation library.3 versions - Latest release: 24 days ago - 132 downloads last month - 2 stars on GitHub - 1 maintainer
grading_tools 0.21.3
Tools for evaluating student submissions.33 versions - Latest release: 4 months ago - 203 downloads last month - 1 maintainer
gradtree 0.1.0
A novel method for learning hard, axis-aligned decision trees with gradient descent.2 versions - Latest release: 5 months ago - 24 downloads last month - 5 stars on GitHub - 1 maintainer
grande 0.1.6
A novel ensemble method for hard, axis-aligned decision trees learned end-to-end with gradient de...8 versions - Latest release: 2 months ago - 207 downloads last month - 58 stars on GitHub - 1 maintainer
Top 5.0% on pypi.org
59 versions - Latest release: 5 days ago - 2 dependent packages - 4 dependent repositories - 5.62 thousand downloads last month - 542 stars on GitHub - 1 maintainer
gretel-synthetics 0.22.10
Synthetic Data Generation with optional Differential Privacy59 versions - Latest release: 5 days ago - 2 dependent packages - 4 dependent repositories - 5.62 thousand downloads last month - 542 stars on GitHub - 1 maintainer
hivecode 0.0.0.8.36
Hivecode is a versatile and comprehensive Python library, with a focus on efficiency and reusabil...52 versions - Latest release: 9 months ago - 431 downloads last month - 2 stars on GitHub - 1 maintainer
interactda 0.0.1
1 version - Latest release: 3 months ago - 6 downloads last month - 1 maintainerkolibri-light 0.3.2
Deep Learning and more NLP toolkit15 versions - Latest release: about 1 month ago - 232 downloads last month - 372 stars on GitHub - 1 maintainer
kolibri-ml 1.1.88
Deep Learning and more NLP toolkit193 versions - Latest release: 10 months ago - 1 dependent repositories - 736 downloads last month - 371 stars on GitHub - 1 maintainer
kolmogorov-abacus 0.0.6
A/B experiments planning and evaluation tool6 versions - Latest release: about 2 months ago - 91 downloads last month - 38 stars on GitHub - 1 maintainer
Top 4.1% on pypi.org
85 versions - Latest release: 3 days ago - 2 dependent packages - 9 dependent repositories - 6.65 thousand downloads last month - 324 stars on GitHub - 3 maintainers
lale 0.8.2
Library for Semi-Automated Data Science85 versions - Latest release: 3 days ago - 2 dependent packages - 9 dependent repositories - 6.65 thousand downloads last month - 324 stars on GitHub - 3 maintainers
Top 9.7% on pypi.org
50 versions - Latest release: 3 months ago - 1 dependent package - 1 dependent repositories - 3.39 thousand downloads last month - 59 stars on GitHub - 1 maintainer
lazytransform 1.16
Clean your data using a scikit-learn transformer in a single line of code50 versions - Latest release: 3 months ago - 1 dependent package - 1 dependent repositories - 3.39 thousand downloads last month - 59 stars on GitHub - 1 maintainer
lcd-classification-model 0.2.0
Example classification model package by Neidu.2 versions - Latest release: over 1 year ago - 1 dependent repositories - 21 downloads last month - 1 stars on GitHub - 1 maintainer
lifecycle-ml-example 0.1.0 removed
testing poetry1 version - Latest release: about 2 months ago - 0 stars on GitHub - 1 maintainer
lohrasb 4.2.0
This versatile tool streamlines hyperparameter optimization in machine learning workflows.It supp...21 versions - Latest release: 8 months ago - 1 dependent package - 1 dependent repositories - 210 downloads last month - 5 stars on GitHub - 1 maintainer
lp-aicloud 4.0.0
this a aicloud1 version - Latest release: 9 months ago - 18 downloads last month - 1 maintainer
luntaids 1.0.32
Make Data Scientist life Easier Tool33 versions - Latest release: about 1 month ago - 234 downloads last month - 2 stars on GitHub - 1 maintainer
meta-learn 0.2.0
Collection and utilization of metadata from machine learning models and problems.5 versions - Latest release: 3 months ago - 1 dependent package - 1 dependent repositories - 26 downloads last month - 2 stars on GitHub - 1 maintainer
ml-navigator 0.0.32
ML-Navigator is a tutorial-based Machine Learning framework. The main component of ML-Navigator i...5 versions - Latest release: over 4 years ago - 1 dependent repositories - 24 downloads last month - 16 stars on GitHub - 1 maintainer
mlops-batch_prediction 0.1.0 removed
1 version - Latest release: 8 months ago - 1 maintainermlops_batch_prediction_pipeline 0.10.0
9 versions - Latest release: 8 months ago - 53 downloads last month - 1 maintainermosaic-utils 1.0.2
Utils library for Mosaic2 versions - Latest release: over 1 year ago - 2 dependent packages - 769 downloads last month - 2 maintainers
Top 4.2% on pypi.org
9 versions - Latest release: 11 months ago - 5 dependent packages - 3 dependent repositories - 34 thousand downloads last month - 474 stars on GitHub - 1 maintainer
mrmr-selection 0.2.8
minimum-Redundancy-Maximum-Relevance algorithm for feature selection9 versions - Latest release: 11 months ago - 5 dependent packages - 3 dependent repositories - 34 thousand downloads last month - 474 stars on GitHub - 1 maintainer
Top 5.6% on pypi.org
31 versions - Latest release: 3 days ago - 3 dependent repositories - 8.45 thousand downloads last month - 1,765 stars on GitHub - 2 maintainers
nannyml 0.10.6
NannyML, Your library for monitoring model performance.31 versions - Latest release: 3 days ago - 3 dependent repositories - 8.45 thousand downloads last month - 1,765 stars on GitHub - 2 maintainers
nyaggle 0.1.6
Code for Kaggle and Offline Competitions.18 versions - Latest release: 10 months ago - 5 dependent repositories - 133 downloads last month - 288 stars on GitHub - 1 maintainer
oracle-automlx 24.2.0
Automated Machine Learning with Explainability4 versions - Latest release: 17 days ago - 1 dependent package - 346 downloads last month - 20 stars on GitHub - 2 maintainers
oracle-guardian-ai 1.1.0
Oracle Guardian AI Open Source Project3 versions - Latest release: 27 days ago - 1 dependent repositories - 16 downloads last month - 36 stars on GitHub - 3 maintainers
pardon 2.0.5
The Data Transformation and Machine Learning Accelerator4 versions - Latest release: over 1 year ago - 1 dependent repositories - 14 downloads last month - 1 maintainer
pdtr 0.1.5
่ชๅจๅณ็ญๆ ่งๅๆๆๅทฅๅ ทๅ6 versions - Latest release: 8 months ago - 83 downloads last month - 18 stars on GitHub - 1 maintainer
pec-model-master 1.0.0
1 version - Latest release: 11 months ago - 10 downloads last month - 1 maintainerpertcf 0.1.18
PertCF explainer is a counterfactual based XAI technique.18 versions - Latest release: 11 months ago - 97 downloads last month - 1 maintainer
probcomputtools 0.0.1 removed
Package for information estimation, independence test, causal structure mining, etc.1 version - Latest release: 2 months ago - 1 stars on GitHub - 1 maintainer
psusannx-pipeline 0.1.14
A package containing classes to be used in the preprocessing data pipeline for the PSUSANNX project.14 versions - Latest release: 7 months ago - 1 dependent repositories - 61 downloads last month - 0 stars on GitHub - 1 maintainer
Top 0.9% on pypi.org
98 versions - Latest release: 21 days ago - 9 dependent packages - 489 dependent repositories - 364 thousand downloads last month - 8,427 stars on GitHub - 2 maintainers
pycaret 3.3.2
PyCaret - An open source, low-code machine learning library in Python.98 versions - Latest release: 21 days ago - 9 dependent packages - 489 dependent repositories - 364 thousand downloads last month - 8,427 stars on GitHub - 2 maintainers
pycyclops 0.2.8
Framework for healthcare ML implementation50 versions - Latest release: 4 days ago - 1 dependent package - 742 downloads last month - 62 stars on GitHub - 1 maintainer
Top 3.9% on pypi.org
12 versions - Latest release: 4 months ago - 2 dependent packages - 6 dependent repositories - 2.36 thousand downloads last month - 1,118 stars on GitHub - 1 maintainer
pytorch-tabular 1.1.0
A standard framework for using Deep Learning for tabular data12 versions - Latest release: 4 months ago - 2 dependent packages - 6 dependent repositories - 2.36 thousand downloads last month - 1,118 stars on GitHub - 1 maintainer
qolmat 0.1.6
A Python library for optimal data imputation.22 versions - Latest release: about 1 month ago - 335 downloads last month - 127 stars on GitHub - 2 maintainers
sales-pred-filiankova 1.3.9
test package upload7 versions - Latest release: about 1 year ago - 62 downloads last month - 1 maintainer
scorecardpipeline 0.1.34
่ฏๅๅกpipelineๅปบๆจกๅ ๏ผๅฐ่ฃ toadใscorecardpyใoptbinning็ญ่ฏๅๅกๅปบๆจก็ธๅ ณ็ปไปถ๏ผAPI้ฃๆ ผไธsklearn้ซๅบฆไธ่ด๏ผ่ชๆ่ชๅฎไนๆจกๅๆฅๅ่พๅบ32 versions - Latest release: 10 days ago - 1 dependent package - 537 downloads last month - 30 stars on GitHub - 1 maintainer
serval-ml-commons 0.1.5
SerVal Machine learning commons is a tools box that ease the development of ML experiments at Ser...6 versions - Latest release: 9 months ago - 53 downloads last month - 1 maintainer
Top 2.9% on pypi.org
33 versions - Latest release: 2 months ago - 2 dependent packages - 19 dependent repositories - 7.39 thousand downloads last month - 2,648 stars on GitHub - 1 maintainer
shapash 2.4.3
Shapash is a Python library which aims to make machine learning interpretable and understandable ...33 versions - Latest release: 2 months ago - 2 dependent packages - 19 dependent repositories - 7.39 thousand downloads last month - 2,648 stars on GitHub - 1 maintainer
skorecard 1.6.8
Tools for building scorecard models in python, with a sklearn-compatible API22 versions - Latest release: 10 months ago - 1 dependent repositories - 548 downloads last month - 78 stars on GitHub - 5 maintainers
spotfire-dsml 1.0.2
Toolkit for data science and machine learning built by Spotfire7 versions - Latest release: 9 days ago - 74 downloads last month - 1 maintainer
syngen 0.8.1
The tool uncovers patterns, trends, and correlations hidden within your production datasets.236 versions - Latest release: 2 days ago - 2.82 thousand downloads last month - 14 stars on GitHub - 1 maintainer
Top 7.4% on pypi.org
19 versions - Latest release: 8 months ago - 2 dependent repositories - 1.16 thousand downloads last month - 495 stars on GitHub - 1 maintainer
tabgan 2.0.5
Applying GAN in tabular data generation for uneven distribution19 versions - Latest release: 8 months ago - 2 dependent repositories - 1.16 thousand downloads last month - 495 stars on GitHub - 1 maintainer
tabular-augmentation 0.0.18
Implementing easy-to-use methods for classical and novel tabular data augmentation and synthesis.2 versions - Latest release: 8 months ago - 40 downloads last month - 1 stars on GitHub - 1 maintainer
tid-credit-card-fraud-prediction 0.0.4
Train a Random Forest model to predict credit card fraudulent transactions4 versions - Latest release: over 1 year ago - 30 downloads last month - 0 stars on GitHub - 1 maintainer
unsupervised-model-pipe 0.0.1
Unsupervised model package from train to processed data.1 version - Latest release: 15 days ago - 1 maintainer
vf-portalytics 1.1.4
A consistent interface for creating Machine Learning Models compatible with VisualFabriq environment65 versions - Latest release: 6 days ago - 1 dependent repositories - 867 downloads last month - 3 stars on GitHub - 3 maintainers
weight-of-evidence 0.1.0
1 version - Latest release: about 1 year ago - 10 downloads last month - 1 maintainerwqet-grader 0.2.1
Grading for WQET33 versions - Latest release: 8 months ago - 1 dependent package - 1 dependent repositories - 239 downloads last month - 2 stars on GitHub - 2 maintainers
zoish 5.0.4
Zoish is a Python package that streamlines machine learning by leveraging SHAP values for feature...36 versions - Latest release: 3 months ago - 1 dependent package - 386 downloads last month - 11 stars on GitHub - 1 maintainer