Ecosyste.ms: Packages

An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.

pypi.org "feature-engineering" keyword

Top 1.7% on pypi.org
feature-engine 1.7.0 💰
Feature engineering and selection package with Scikit-learn's fit transform functionality
39 versions - Latest release: about 2 months ago - 89 dependent packages - 437 dependent repositories - 133 thousand downloads last month - 1,633 stars on GitHub - 1 maintainer
Top 1.0% on pypi.org
featuretools 1.30.0
a framework for automated feature engineering
104 versions - Latest release: 3 months ago - 23 dependent packages - 286 dependent repositories - 58.1 thousand downloads last month - 7,056 stars on GitHub - 8 maintainers
Top 1.2% on pypi.org
tpot 0.12.2
Tree-based Pipeline Optimization Tool
62 versions - Latest release: 3 months ago - 4 dependent packages - 227 dependent repositories - 42.7 thousand downloads last month - 9,515 stars on GitHub - 3 maintainers
Top 4.0% on pypi.org
autots 0.6.13
Automated Time Series Forecasting
60 versions - Latest release: 1 day ago - 1 dependent package - 12 dependent repositories - 37.6 thousand downloads last month - 1,020 stars on GitHub - 1 maintainer
Top 3.8% on pypi.org
tsfel 0.1.7
Library for time series feature extraction
10 versions - Latest release: about 2 months ago - 3 dependent packages - 10 dependent repositories - 20.7 thousand downloads last month - 863 stars on GitHub - 3 maintainers
Top 1.1% on pypi.org
nni 2.10.1
Neural Network Intelligence project
36 versions - Latest release: 12 months ago - 16 dependent packages - 102 dependent repositories - 17.2 thousand downloads last month - 13,778 stars on GitHub - 1 maintainer
Top 5.6% on pypi.org
sf-hamilton 1.62.0
Hamilton, the micro-framework for creating dataframes.
160 versions - Latest release: about 16 hours ago - 6 dependent packages - 3 dependent repositories - 14.2 thousand downloads last month - 1,312 stars on GitHub - 2 maintainers
Top 9.5% on pypi.org
upgini 1.1.284 💰
Intelligent data search & enrichment for Machine Learning
702 versions - Latest release: about 19 hours ago - 1 dependent repositories - 9.01 thousand downloads last month - 290 stars on GitHub - 3 maintainers
Top 3.7% on pypi.org
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
featureform-enterprise 0.13.7
Package for the Featureform Enterprise Feature Store
62 versions - Latest release: about 23 hours ago - 6.88 thousand downloads last month - 1,672 stars on GitHub - 1 maintainer
Top 3.3% on pypi.org
evalml 0.83.0
an AutoML library that builds, optimizes, and evaluates machine learning pipelines using domain-s...
86 versions - Latest release: 3 months ago - 4 dependent packages - 12 dependent repositories - 6.77 thousand downloads last month - 705 stars on GitHub - 5 maintainers
temporian 0.9.0
Temporian is a Python package for feature engineering of temporal data, focusing on preventing co...
12 versions - Latest release: 29 days ago - 1 dependent package - 4.87 thousand downloads last month - 601 stars on GitHub - 2 maintainers
Top 4.3% on pypi.org
hrv-analysis 1.0.4
a package to calculate features from Rr Interval for HRV analyses
5 versions - Latest release: over 3 years ago - 1 dependent package - 14 dependent repositories - 4.51 thousand downloads last month - 336 stars on GitHub - 1 maintainer
Top 4.6% on pypi.org
autofeat 2.1.2
Automatic Feature Engineering and Selection Linear Prediction Model
27 versions - Latest release: 10 months ago - 1 dependent package - 7 dependent repositories - 4.34 thousand downloads last month - 471 stars on GitHub - 1 maintainer
onehot 0.1.4
One-Hot encoder with sklearn-ish API interface that process mixed string and numeric labels direc...
5 versions - Latest release: over 4 years ago - 1 dependent repositories - 4.3 thousand downloads last month - 1 stars on GitHub - 1 maintainer
Top 4.6% on pypi.org
nvtabular 23.8.0
NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly...
34 versions - Latest release: 9 months ago - 24 dependent repositories - 3.9 thousand downloads last month - 1,008 stars on GitHub - 3 maintainers
Top 4.4% on pypi.org
mljar-supervised 1.1.7
Automated Machine Learning for Humans
90 versions - Latest release: about 1 month ago - 11 dependent repositories - 3.48 thousand downloads last month - 2,923 stars on GitHub - 1 maintainer
Top 7.6% on pypi.org
hyperactive 4.6.0
A hyperparameter optimization toolbox for convenient and fast prototyping
75 versions - Latest release: 7 months ago - 3 dependent packages - 1 dependent repositories - 3.46 thousand downloads last month - 486 stars on GitHub - 1 maintainer
functime 0.9.5
Time-series machine learning at scale.
40 versions - Latest release: 3 months ago - 1 dependent repositories - 3.06 thousand downloads last month - 912 stars on GitHub - 1 maintainer
divik 3.2.3 💰
Divisive iK-means algorithm implementation
106 versions - Latest release: 9 months ago - 1 dependent repositories - 2.63 thousand downloads last month - 12 stars on GitHub - 1 maintainer
arfs 2.2.6 💰
All Relevant Feature Selection and Maximal Relevant minimal redundancy FS
57 versions - Latest release: 8 days ago - 1 dependent package - 1 dependent repositories - 2.43 thousand downloads last month - 96 stars on GitHub - 1 maintainer
Top 7.5% on pypi.org
feathr 1.0.0
An Enterprise-Grade, High Performance Feature Store
22 versions - Latest release: about 1 year ago - 1 dependent repositories - 1.8 thousand downloads last month - 1,928 stars on GitHub - 1 maintainer
Top 5.6% on pypi.org
featexp 0.0.7
Feature exploration for supervised learning
7 versions - Latest release: almost 4 years ago - 5 dependent repositories - 1.67 thousand downloads last month - 748 stars on GitHub - 1 maintainer
Top 9.1% on pypi.org
dominance-analysis 1.1.9
Dominance Analysis
26 versions - Latest release: about 1 year ago - 1 dependent repositories - 1.65 thousand downloads last month - 143 stars on GitHub - 4 maintainers
Top 9.3% on pypi.org
anovos 1.1.0
An Open Source tool for Feature Engineering in Machine Learning
8 versions - Latest release: over 1 year ago - 2 dependent repositories - 1.56 thousand downloads last month - 77 stars on GitHub - 1 maintainer
Top 6.2% on pypi.org
auto_ml 2.9.10
Automated machine learning for production and analytics
78 versions - Latest release: about 6 years ago - 3 dependent repositories - 1.44 thousand downloads last month - 1,635 stars on GitHub - 1 maintainer
Top 7.4% on pypi.org
tabgan 2.0.5
Applying GAN in tabular data generation for uneven distribution
19 versions - Latest release: 7 months ago - 2 dependent repositories - 1.15 thousand downloads last month - 487 stars on GitHub - 1 maintainer
aligned 0.0.95
A data managment and lineage tool for ML applications.
105 versions - Latest release: 14 days ago - 1 dependent repositories - 996 downloads last month - 44 stars on GitHub - 1 maintainer
sklearn-features 0.0.2
Helpful tools for building feature extraction pipelines with scikit-learn
6 versions - Latest release: over 6 years ago - 4 dependent repositories - 994 downloads last month - 9 stars on GitHub - 1 maintainer
kts 0.4.0
A framework for fast and interactive conducting machine learning experiments on tabular data
146 versions - Latest release: about 4 years ago - 1 dependent repositories - 929 downloads last month - 17 stars on GitHub - 1 maintainer
Top 5.6% on pypi.org
automl 2.9.9
Automated machine learning for production and analytics
19 versions - Latest release: over 6 years ago - 9 dependent repositories - 785 downloads last month - 1,635 stars on GitHub - 1 maintainer
featureform 1.12.6
Package for the Featureform Feature Store
146 versions - Latest release: about 1 month ago - 1 dependent repositories - 776 downloads last month - 1,669 stars on GitHub - 1 maintainer
kxy 1.4.11
A Powerful Serverless Pre-Learning and Post-Learning Analysis Toolkit
147 versions - Latest release: almost 2 years ago - 1 dependent repositories - 730 downloads last month - 47 stars on GitHub - 2 maintainers
tubular 1.2.2
Package to perform pre processing steps for machine learning models
18 versions - Latest release: 3 months ago - 1 dependent repositories - 723 downloads last month - 36 stars on GitHub - 1 maintainer
Top 8.2% on pypi.org
tsflex 0.4.0 💰
Toolkit for flexible processing & feature extraction on time-series data
37 versions - Latest release: about 1 month ago - 1 dependent package - 2 dependent repositories - 712 downloads last month - 360 stars on GitHub - 2 maintainers
sf-hamilton-sdk 0.4.0
Hamilton SDK for reading and writing to the Hamilton backend APIs that support the UI.
5 versions - Latest release: about 16 hours ago - 1 dependent package - 662 downloads last month - 1,312 stars on GitHub - 1 maintainer
Top 3.7% on pypi.org
openmldb 0.9.0
OpenMLDB Python SDK
36 versions - Latest release: 20 days ago - 3 dependent packages - 13 dependent repositories - 596 downloads last month - 1,550 stars on GitHub - 2 maintainers
dpq 0.1.5
dpq is an open-source python library that makes prompt-based data processing and feature engineer...
6 versions - Latest release: about 1 month ago - 594 downloads last month - 11 stars on GitHub - 1 maintainer
margot 0.12.4
An algorithmic trading framework for PyData.
76 versions - Latest release: about 1 year ago - 1 dependent repositories - 541 downloads last month - 13 stars on GitHub - 1 maintainer
Top 6.4% on pypi.org
kaggler 0.9.15 💰
Code for Kaggle Data Science Competitions.
59 versions - Latest release: about 2 years ago - 7 dependent repositories - 477 downloads last month - 739 stars on GitHub - 1 maintainer
Top 7.3% on pypi.org
datasist 1.5.3
A Python library for easy data analysis, visualization, exploration and modeling
8 versions - Latest release: about 4 years ago - 8 dependent repositories - 397 downloads last month - 155 stars on GitHub - 2 maintainers
happy-learning 0.5.0
Toolbox for reinforced developing of machine learning models (as proof-of-concept)
49 versions - Latest release: about 1 year ago - 1 dependent repositories - 379 downloads last month - 3 stars on GitHub - 1 maintainer
linora 1.6.0
Simple and efficient tools for data mining and data analysis.
43 versions - Latest release: about 1 year ago - 3 dependent repositories - 348 downloads last month - 12 stars on GitHub - 1 maintainer
insolver 0.4.25
Insolver is low-code machine learning library, initially created for the insurance industry.
30 versions - Latest release: 7 days ago - 1 dependent repositories - 339 downloads last month - 18 stars on GitHub - 1 maintainer
edamame 0.0.9
Exploratory data analysis tools
59 versions - Latest release: over 1 year ago - 299 downloads last month - 3 stars on GitHub - 1 maintainer
tabular-ml-toolkit 0.0.35
A helper library to jumpstart your machine learning project based on tabular or structured data.
35 versions - Latest release: over 2 years ago - 1 dependent repositories - 290 downloads last month - 1 stars on GitHub - 1 maintainer
aaanalysis 0.1.5
Python framework for interpretable protein prediction
6 versions - Latest release: 27 days ago - 267 downloads last month - 27 stars on GitHub - 1 maintainer
getml 1.4.0
Python API for getML
17 versions - Latest release: 7 months ago - 1 dependent repositories - 263 downloads last month - 76 stars on GitHub - 1 maintainer
nas-bench-graph 1.4.0
NAS benchmark for graph data
5 versions - Latest release: over 1 year ago - 260 downloads last month - 13,768 stars on GitHub - 1 maintainer
nni-daily 1.5.2005180104
Neural Network Intelligence package
58 versions - Latest release: almost 4 years ago - 1 dependent repositories - 255 downloads last month - 13,778 stars on GitHub - 1 maintainer
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 - 250 downloads last month - 11 stars on GitHub - 1 maintainer
tpot2 0.1.6a0
Tree-based Pipeline Optimization Tool
6 versions - Latest release: 23 days ago - 248 downloads last month - 142 stars on GitHub - 1 maintainer
bytehub 0.4.0
ByteHub Timeseries Feature Store
22 versions - Latest release: about 3 years ago - 223 downloads last month - 57 stars on GitHub - 1 maintainer
raptor-labsdk 0.3.2
Transform your pythonic research to an artifact that engineers can deploy easily.
26 versions - Latest release: 24 days ago - 219 downloads last month - 139 stars on GitHub - 1 maintainer
ballet 0.19.5
Core functionality for lightweight, collaborative data science projects
50 versions - Latest release: almost 3 years ago - 2 dependent repositories - 213 downloads last month - 32 stars on GitHub - 2 maintainers
lockdowndates 0.0.4
Retrieve the dates of the restrictions in countries imposed by governments around the world durin...
4 versions - Latest release: about 2 years ago - 1 dependent repositories - 212 downloads last month - 6 stars on GitHub - 1 maintainer
sklearn-utilities 0.5.8 💰
Utilities for scikit-learn.
19 versions - Latest release: about 2 months ago - 211 downloads last month - 1 stars on GitHub - 1 maintainer
mistql 0.4.11
Python implementation of MistQL query language
11 versions - Latest release: almost 2 years ago - 1 dependent repositories - 209 downloads last month - 346 stars on GitHub - 1 maintainer
ifeatureomegacli 1.0.2
An integrative platform for the prediction/feature engineering, visualization and analysis of fea...
3 versions - Latest release: about 2 years ago - 1 dependent repositories - 205 downloads last month - 22 stars on GitHub - 1 maintainer
mercury-dataschema 0.0.1
Mercury's DataSchema package allows the automatic recognition and validation of feature types.
1 version - Latest release: about 1 year ago - 2 dependent packages - 199 downloads last month - 11 stars on GitHub - 1 maintainer
pyalink 1.6.2
Alink Python API
23 versions - Latest release: 6 months ago - 193 downloads last month - 3,497 stars on GitHub - 1 maintainer
pyalink-flink-1.10 1.6.2
Alink Python API
18 versions - Latest release: 6 months ago - 184 downloads last month - 3,497 stars on GitHub - 1 maintainer
featuretools-sql 0.0.5
directly import and convert their relational data into a Featuretools
5 versions - Latest release: over 1 year ago - 1 dependent package - 1 dependent repositories - 176 downloads last month - 7,056 stars on GitHub - 3 maintainers
glcm_cupy 0.2.1 💰
Binned GLCM 5 Features implemented in CuPy
12 versions - Latest release: 7 months ago - 174 downloads last month - 6 stars on GitHub - 1 maintainer
edaspy 1.1.4
EDAspy is a Python package that implements Estimation of Distribution Algorithms. EDAspy allows t...
10 versions - Latest release: 29 days ago - 1 dependent repositories - 160 downloads last month - 38 stars on GitHub - 1 maintainer
feature-engineering-polars 0.4.0
Feature engineering done with Polars
9 versions - Latest release: 5 months ago - 159 downloads last month - 5 stars on GitHub - 1 maintainer
pyalink-flink-1.12 1.6.2
Alink Python API
14 versions - Latest release: 6 months ago - 156 downloads last month - 3,497 stars on GitHub - 1 maintainer
dw-hamilton-sdk 0.3.2
Hamilton SDK for reading and writing to the Hamilton backend APIs that support the UI.
1 version - Latest release: 23 days ago - 154 downloads last month - 1,312 stars on GitHub - 1 maintainer
hyperparameter-hunter 3.0.0
Easy hyperparameter optimization and automatic result saving across machine learning algorithms a...
16 versions - Latest release: almost 5 years ago - 1 dependent repositories - 154 downloads last month - 701 stars on GitHub - 1 maintainer
pyalink-flink-1.9 1.6.2
Alink Python API
23 versions - Latest release: 6 months ago - 143 downloads last month - 3,497 stars on GitHub - 1 maintainer
desbordante 2.0.0
Science-intensive high-performance data profiler
3 versions - Latest release: 28 days ago - 1 dependent package - 138 downloads last month - 61 stars on GitHub - 1 maintainer
feature-reviser 0.3.94 removed
A collection of various scikit-learn transformers for all kinds of preprocessing and feature engi...
21 versions - Latest release: over 1 year ago - 136 downloads last month - 3 stars on GitHub
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
sf-hamilton-contrib 0.0.8
Hamilton's user contributed shared dataflow library.
10 versions - Latest release: 2 months ago - 132 downloads last month - 1,312 stars on GitHub - 2 maintainers
metaheuristicsfs 0.0.8
Implementation of metaheuristic algorithms for machine learning feature selection. Companion libr...
8 versions - Latest release: 9 months ago - 128 downloads last month - 1 stars on GitHub - 1 maintainer
openmldb-tool 0.9.0
OpenMLDB Tool
21 versions - Latest release: 20 days ago - 124 downloads last month - 1,550 stars on GitHub - 2 maintainers
caafe 0.1.6
Context-Aware Automated Feature Engineering (CAAFE) is an automated machine learning tool that us...
6 versions - Latest release: 11 months ago - 123 downloads last month - 85 stars on GitHub - 1 maintainer
metastore 1.0.0.dev21
Metastore Python SDK. Feature store and data catalog for machine learning.
21 versions - Latest release: over 2 years ago - 1 dependent repositories - 119 downloads last month - 0 stars on GitHub - 1 maintainer
retrofit 0.1.7 💰
AutoML, Forecasting, NLP, Image Classification, Feature Engineering, Model Evaluation, Model Inte...
17 versions - Latest release: over 2 years ago - 1 dependent repositories - 116 downloads last month - 15 stars on GitHub - 1 maintainer
fets 0.5.3
Feature Engineering Transformer Set
9 versions - Latest release: almost 5 years ago - 3 dependent repositories - 99 downloads last month - 1 maintainer
pic2vec 0.101.1
Featurize images using a decapitated, pre-trained deep learning network
15 versions - Latest release: over 4 years ago - 1 dependent repositories - 87 downloads last month - 31 stars on GitHub - 1 maintainer
pyalink-flink-1.11 1.6.2
Alink Python API
16 versions - Latest release: 6 months ago - 82 downloads last month - 3,497 stars on GitHub - 1 maintainer
feagen 0.3.2
A fast and memory-efficient Python feature generating framework for machine learning.
15 versions - Latest release: over 7 years ago - 1 dependent repositories - 82 downloads last month - 33 stars on GitHub - 1 maintainer
geometricus 0.3.0
Fast, structure-based, alignment-free protein embedding
6 versions - Latest release: about 2 years ago - 1 dependent repositories - 82 downloads last month - 33 stars on GitHub - 1 maintainer
outrank 0.97.0
OutRank: Feature ranking for massive sparse data sets.
16 versions - Latest release: about 1 month ago - 81 downloads last month - 10 stars on GitHub - 1 maintainer
feature-space 0.0.3
A module framework for constructing a network of features supporting each other, yet each feature...
4 versions - Latest release: 24 days ago - 77 downloads last month - 1 stars on GitHub - 1 maintainer
embeddinghub 0.0.1
Data infrastructure for machine learning embeddings.
10 versions - Latest release: over 2 years ago - 1 dependent repositories - 74 downloads last month - 1,672 stars on GitHub - 1 maintainer
msda 1.10.0
MSDA - An open source, low-code time-series multi-sensor data analysis, unsupervised feature sele...
11 versions - Latest release: about 3 years ago - 1 dependent repositories - 72 downloads last month - 113 stars on GitHub - 1 maintainer
feathub-nightly 0.2.dev20231231
A stream-batch unified feature store for real-time machine learning
388 versions - Latest release: 5 months ago - 69 downloads last month - 293 stars on GitHub - 1 maintainer
pada 0.1.0
a ligthweight feature manage framework
1 version - Latest release: about 2 years ago - 1 dependent repositories - 68 downloads last month - 4 stars on GitHub - 1 maintainer
autopredict 1.0.9
Autopredict is a package to automate Machine learning model selection/ feature selection tasks
14 versions - Latest release: about 4 years ago - 1 dependent repositories - 67 downloads last month - 2 stars on GitHub - 1 maintainer
feng 0.2.7
Feng is a module for feature engineering.
13 versions - Latest release: about 7 years ago - 1 dependent repositories - 67 downloads last month - 27 stars on GitHub - 1 maintainer
featuristic 1.1.0
Genetic algorithms for automated feature engineering and feature selection
5 versions - Latest release: about 1 month ago - 66 downloads last month - 0 stars on GitHub - 1 maintainer
deltapy 0.1.1
Data Transformation and Augmentation
11 versions - Latest release: about 4 years ago - 1 dependent repositories - 64 downloads last month - 526 stars on GitHub - 1 maintainer
prosto 0.6.0
Data processing toolkit radically changing the way data is processed
5 versions - Latest release: over 2 years ago - 1 dependent repositories - 64 downloads last month - 89 stars on GitHub - 1 maintainer
scikit-gbm 0.2.1
scikit-learn compatible tools to work with GBM models
6 versions - Latest release: 9 months ago - 57 downloads last month - 2 stars on GitHub - 1 maintainer
ifeatureomegagui 1.0.5
An integrative platform for the prediction/feature engineering, visualization and analysis of fea...
5 versions - Latest release: about 2 years ago - 1 dependent repositories - 57 downloads last month - 22 stars on GitHub - 1 maintainer
atgfe 0.2.60
Automated Transparent Genetic Feature Engineering or ATgfe
3 versions - Latest release: almost 4 years ago - 1 dependent repositories - 54 downloads last month - 21 stars on GitHub - 1 maintainer
xnni 0.7.4
Neural Network Intelligence package for nitrogen
5 versions - Latest release: almost 5 years ago - 1 dependent repositories - 52 downloads last month - 13,778 stars on GitHub - 1 maintainer
sngramextractor 0.0.6
Implementation of syntactic n-grams (sn-gram) extraction
6 versions - Latest release: 9 months ago - 1 dependent repositories - 51 downloads last month - 12 stars on GitHub - 1 maintainer
Related Keywords
machine-learning 125 data-science 83 python 79 automl 40 mlops 31 deep-learning 29 automated-machine-learning 28 feature-selection 28 scikit-learn 27 feature-extraction 24 hyperparameter-optimization 24 machine learning 21 pytorch 20 hyperparameter-tuning 19 pandas 18 bayesian-optimization 16 tensorflow 16 feature-store 15 xgboost 15 neural-network 14 neural-architecture-search 13 nas 13 model-compression 13 data-analysis 13 machine-learning-algorithms 13 data-engineering 13 data science 13 distributed 12 deep-neural-network 12 data 12 regression 11 feature engineering 11 time-series 11 classification 11 ml 11 sklearn 10 model-selection 10 data-mining 10 pypi 9 lightgbm 9 feature 9 clustering 8 hacktoberfest 8 machine 7 learning 7 gradient-boosting 7 statistics 7 recommender-system 7 artificial-intelligence 6 visualization 6 optimization 6 automated-feature-engineering 6 data-quality 6 featuretools 6 engineering 5 featurestore 5 sklearn-compatible 5 science 5 catboost 5 machinelearning 5 keras 5 machinelearning-python 5 ai 5 tabular-data 5 analytics 5 apriori 5 flink 5 flink-machine-learning 5 flink-ml 5 fm 5 graph-algorithms 5 word2vec 5 recommender 5 graph-embedding 5 kafka 5 lineage 5 automation 5 features 5 parameter-tuning 5 random-forest 5 preprocessing 5 kaggle 5 etl 5 feature selection 4 data-visualization 4 tutorial 4 numpy 4 pipeline 4 pypi-package 4 orchestration 4 etl-framework 4 Python 4 software-engineering 4 automated machine learning 4 etl-pipeline 4 Feature Engineering 4 dataframe 4 data-preprocessing 4 featurization 4 deep learning 4