Ecosyste.ms: Packages

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

pypi.org "scikit-learn" keyword

rapidml 1.0.2
RapidML is your Smart Machine Learning assistant that not only automates the creation of machine ...
4 versions - Latest release: almost 6 years ago - 1 dependent repositories - 36 downloads last month - 44 stars on GitHub - 1 maintainer
semal 0.0.1
Tools for deserializing sklearn objects
1 version - Latest release: about 1 year ago - 9 downloads last month - 0 stars on GitHub - 1 maintainer
Top 1.9% on pypi.org
pymars 0.10.0
MARS: a tensor-based unified framework for large-scale data computation.
117 versions - Latest release: over 1 year ago - 1 dependent package - 86 dependent repositories - 15.4 thousand downloads last month - 2,663 stars on GitHub - 3 maintainers
Top 2.4% on pypi.org
hummingbird-ml 0.4.11
Hummingbird compiles trained ML models into tensor computation for faster inference.
24 versions - Latest release: 3 months ago - 4 dependent packages - 21 dependent repositories - 5.54 thousand downloads last month - 3,263 stars on GitHub - 2 maintainers
scikit-optimize-fix 0.9.1
Sequential model-based optimization toolbox. Forked to fix a deprecation for NumPy>1.24.
1 version - Latest release: 12 months ago - 1 dependent repositories - 117 downloads last month - 2,725 stars on GitHub - 1 maintainer
datasette-ml 0.1.2
A Datasette plugin providing an MLOps platform to train, eval and predict machine learning models
4 versions - Latest release: about 1 year ago - 27 downloads last month - 14 stars on GitHub - 1 maintainer
insurance-claim-model 0.0.5
Insurance claim regression model package from kaggle dataset
5 versions - Latest release: over 1 year ago - 19 downloads last month - 0 stars on GitHub - 1 maintainer
scikit-physlearn 0.1.7
A machine learning library for regression.
9 versions - Latest release: almost 3 years ago - 1 dependent repositories - 112 downloads last month - 9 stars on GitHub - 1 maintainer
bibmon
Library with routines for data-driven process monitoring.
4 versions - 514 downloads last month - 18 stars on GitHub - 1 maintainer
torchml 0.1.0
Classical ML on top of PyTorch
2 versions - Latest release: about 1 year ago - 1 dependent repositories - 22 downloads last month - 6 stars on GitHub - 1 maintainer
etaml 0.0.9
An automated machine learning platform with a focus on explainability
1 version - Latest release: over 1 year ago - 14 downloads last month - 3 stars on GitHub - 1 maintainer
estimators 0.1.0.dev0
Machine Learning Version Control made Simple
1 version - Latest release: over 7 years ago - 1 dependent repositories - 75 downloads last month - 38 stars on GitHub - 1 maintainer
Top 9.5% on pypi.org
upgini 1.1.286 💰
Intelligent data search & enrichment for Machine Learning
710 versions - Latest release: 12 days ago - 1 dependent repositories - 8.69 thousand downloads last month - 291 stars on GitHub - 3 maintainers
dask-tfidf 0.0.1
A Dask native implementation of 'Term Frequency Inverse Document Frequency' for dask-ml and sciki...
1 version - Latest release: 12 months ago - 18 downloads last month - 2 stars on GitHub - 1 maintainer
anlearn 0.1.4
Anomaly learn - the anomaly detection package
3 versions - Latest release: about 3 years ago - 1 dependent repositories - 40 downloads last month - 6 stars on GitHub - 1 maintainer
cvopt 0.4.3
Parameter search and feature selection's class, Integrated visualization and archive log.
6 versions - Latest release: over 4 years ago - 1 dependent repositories - 106 downloads last month - 13 stars on GitHub - 1 maintainer
Top 8.6% on pypi.org
sk 0.0.1
Utilities for scikit-learn to quickly build and experiment with machine learning models.
2 versions - Latest release: over 4 years ago - 4 dependent repositories - 481 downloads last month - 1 maintainer
patch-based-inpainting 0.0.3
Patch-based inpainting.
3 versions - Latest release: about 1 year ago - 44 downloads last month - 9 stars on GitHub - 1 maintainer
Top 1.7% on pypi.org
scikit-multilearn 0.2.0
Scikit-multilearn is a BSD-licensed library for multi-label classification that is built on top o...
7 versions - Latest release: over 5 years ago - 6 dependent packages - 236 dependent repositories - 81.4 thousand downloads last month - 906 stars on GitHub - 2 maintainers
example-wise-f1-maximizer 0.1.5
A scikit-learn meta-estimator for multi-label classification that aims to maximize the example-wi...
6 versions - Latest release: 12 months ago - 14 downloads last month - 1 stars on GitHub - 1 maintainer
easy-gscv 0.1.2
A high level library gridsearch / cross evaluation library for scikit-learn
4 versions - Latest release: almost 6 years ago - 1 dependent repositories - 26 downloads last month - 1 stars on GitHub - 1 maintainer
dataanalysistoolkit 1.2.2
The DataAnalysisToolkit project is a Python-based data analysis tool designed to streamline vario...
7 versions - Latest release: 21 days ago - 326 downloads last month - 2 stars on GitHub - 1 maintainer
Top 5.0% on pypi.org
sparkit-learn 0.2.6
Scikit-learn on PySpark
5 versions - Latest release: almost 9 years ago - 5 dependent repositories - 3.83 thousand downloads last month - 1,147 stars on GitHub - 3 maintainers
gplearn-biaowang 0.5.dev0
Genetic Programming in Python, with a scikit-learn inspired API
1 version - Latest release: over 1 year ago - 14 downloads last month - 1,547 stars on GitHub - 1 maintainer
Top 2.2% on pypi.org
gplearn 0.4.2
Genetic Programming in Python, with a scikit-learn inspired API
7 versions - Latest release: about 2 years ago - 9 dependent packages - 80 dependent repositories - 6.82 thousand downloads last month - 1,547 stars on GitHub - 1 maintainer
random-subgroups 0.4.1
('Machine learning with Subgroup Discovery',)
7 versions - Latest release: over 3 years ago - 1 dependent repositories - 65 downloads last month - 6 stars on GitHub - 1 maintainer
Top 6.8% on pypi.org
concrete-ml 1.5.0
Concrete ML is an open-source set of tools which aims to simplify the use of fully homomorphic en...
26 versions - Latest release: about 2 months ago - 2 dependent repositories - 2.7 thousand downloads last month - 584 stars on GitHub - 1 maintainer
kaggledatasets 0.0.1
Collection of Kaggle Datasets ready to use for Everyone
1 version - Latest release: over 4 years ago - 1 dependent repositories - 128 downloads last month - 47 stars on GitHub - 1 maintainer
Top 9.6% on pypi.org
pyrcn 0.0.17 💰
A scikit-learn-compatible framework for Reservoir Computing in Python
23 versions - Latest release: almost 2 years ago - 4 dependent repositories - 163 downloads last month - 87 stars on GitHub - 1 maintainer
instaffo-scikit-learn 0.2.2
This project contains custom scikit-learn estimators that we use.
5 versions - Latest release: over 4 years ago - 1 dependent repositories - 52 downloads last month - 1 maintainer
fri 8.1.0
Implementation of Feature Relevance Bounds method to perform Feature Selection and further analysis.
22 versions - Latest release: over 3 years ago - 1 dependent repositories - 91 downloads last month - 8 stars on GitHub - 1 maintainer
Top 1.2% on pypi.org
autogluon.tabular 1.1.0
Fast and Accurate ML in 3 Lines of Code
1,296 versions - Latest release: about 1 month ago - 7 dependent packages - 44 dependent repositories - 91.2 thousand downloads last month - 6,566 stars on GitHub - 3 maintainers
Top 1.3% on pypi.org
autogluon.features 1.1.0
Fast and Accurate ML in 3 Lines of Code
1,193 versions - Latest release: about 1 month ago - 7 dependent packages - 39 dependent repositories - 98.3 thousand downloads last month - 6,566 stars on GitHub - 3 maintainers
Top 1.8% on pypi.org
autogluon.multimodal 1.1.0
Fast and Accurate ML in 3 Lines of Code
680 versions - Latest release: about 1 month ago - 3 dependent packages - 15 dependent repositories - 68.1 thousand downloads last month - 6,566 stars on GitHub - 1 maintainer
Top 4.0% on pypi.org
autogluon.timeseries 1.1.0
Fast and Accurate ML in 3 Lines of Code
673 versions - Latest release: about 1 month ago - 4 dependent repositories - 63.6 thousand downloads last month - 7,185 stars on GitHub - 1 maintainer
Top 7.1% on pypi.org
sklearn-extensions 0.0.2
A bundle of 3rd party extensions to scikit-learn
1 version - Latest release: over 8 years ago - 1 dependent package - 13 dependent repositories - 1.1 thousand downloads last month - 24 stars on GitHub - 1 maintainer
minitrade-scikit-optimize 0.9.2
Sequential model-based optimization toolbox.
2 versions - Latest release: 10 months ago - 1 dependent package - 137 downloads last month - 2,725 stars on GitHub - 1 maintainer
more 0.0.1b14 💰
A helper library for Pandas, Visualizations and Scikit-learn
14 versions - Latest release: almost 5 years ago - 14 dependent repositories - 220 downloads last month - 5 stars on GitHub - 1 maintainer
dh-scikit-optimize 0.9.6
A Modified version of scikit-optimize a Sequential model-based optimization toolbox for DeepHyper.
11 versions - Latest release: about 2 years ago - 1 dependent package - 2 dependent repositories - 79 downloads last month - 2,725 stars on GitHub - 1 maintainer
fightin-words 1.0.5
An implementation of Monroe et. al's Fightin' Words Analysis
2 versions - Latest release: about 5 years ago - 2 dependent repositories - 21 downloads last month - 11 stars on GitHub - 1 maintainer
Top 0.9% on pypi.org
sktime 0.29.0 💰
A unified framework for machine learning with time series
67 versions - Latest release: 28 days ago - 61 dependent packages - 217 dependent repositories - 832 thousand downloads last month - 7,134 stars on GitHub - 1 maintainer
skytime 0.16.1 💰
A unified framework for machine learning with time series
1 version - Latest release: over 1 year ago - 21 downloads last month - 7,134 stars on GitHub - 1 maintainer
sktime-backup 0.16.1 💰
A unified framework for machine learning with time series
1 version - Latest release: over 1 year ago - 23 downloads last month - 7,134 stars on GitHub - 1 maintainer
youml 0.6.0
A Machine Learning Toolkit
1 version - Latest release: over 2 years ago - 1 dependent repositories - 5 downloads last month - 13 stars on GitHub - 1 maintainer
hpbandster-sklearn 2.0.2
A scikit-learn wrapper for HpBandSter hyper parameter search
7 versions - Latest release: over 1 year ago - 1 dependent repositories - 71 downloads last month - 23 stars on GitHub - 1 maintainer
pysgt 1.0.3
Stochastic Gradient Trees implementation in Python
4 versions - Latest release: over 1 year ago - 1 dependent repositories - 9 downloads last month - 2 stars on GitHub - 1 maintainer
scikit-spark 0.4.0
Spark acceleration for Scikit-Learn cross validation techniques
6 versions - Latest release: over 4 years ago - 1 dependent repositories - 8.71 thousand downloads last month - 8 stars on GitHub - 1 maintainer
dnnr 0.1.2
Easy to use package of the DNNR regression.
3 versions - Latest release: almost 2 years ago - 28 downloads last month - 13 stars on GitHub - 1 maintainer
scikit-small-ensemble 0.0.2
scikit-small-ensemble is a library to make your ensemble models(Random Forest Classifier, etc) ha...
2 versions - Latest release: over 7 years ago - 1 dependent repositories - 8 downloads last month - 3 stars on GitHub - 1 maintainer
tpot-sh 0.9.5
Tree-based Pipeline Optimization Tool - Successive Halving
1 version - Latest release: over 4 years ago - 1 dependent repositories - 17 downloads last month - 9,538 stars on GitHub - 1 maintainer
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 thousand downloads last month - 9,538 stars on GitHub - 3 maintainers
Top 2.2% on pypi.org
scikit-base 0.7.8 💰
Base classes for sklearn-like parametric objects
24 versions - Latest release: 20 days ago - 6 dependent packages - 80 dependent repositories - 634 thousand downloads last month - 14 stars on GitHub - 1 maintainer
skbase 0.4.6 💰
Base classes for sklearn-like parametric objects
10 versions - Latest release: 12 months ago - 268 downloads last month - 14 stars on GitHub - 1 maintainer
skpro 2.3.0 💰
A unified framework for probability distributions and probabilistic supervised regression
13 versions - Latest release: 13 days ago - 1 dependent package - 1 dependent repositories - 26.8 thousand downloads last month - 191 stars on GitHub - 2 maintainers
odte 0.3.6
Oblique decision tree Ensemble
8 versions - Latest release: 6 months ago - 1 dependent repositories - 61 downloads last month - 1 stars on GitHub - 1 maintainer
quickshow 0.1.14
Quick-Show provides simply but powerful insight plots
15 versions - Latest release: about 1 year ago - 1 dependent package - 1 dependent repositories - 112 downloads last month - 1 stars on GitHub - 1 maintainer
entrodistropy 0.6
Library which creates an entropy discretizier and overlays discretizers from main libraries such ...
3 versions - Latest release: over 3 years ago - 1 dependent repositories - 18 downloads last month - 1 stars on GitHub - 1 maintainer
Top 5.9% on pypi.org
flwr-nightly 1.9.0.dev20240517
Flower: A Friendly Federated Learning Framework
614 versions - Latest release: 12 days ago - 2 dependent repositories - 6.81 thousand downloads last month - 3,924 stars on GitHub - 2 maintainers
Top 7.4% on pypi.org
palladium 1.2.3
Framework for setting up predictive analytics services
16 versions - Latest release: about 4 years ago - 5 dependent repositories - 375 downloads last month - 482 stars on GitHub - 4 maintainers
scikit-optimizer 0.9.1
Sequential model-based optimization toolbox.
1 version - Latest release: 11 months ago - 1 dependent package - 172 downloads last month - 2,725 stars on GitHub - 1 maintainer
neuroglia 0.1.0
scikit-learn compatible transformers for neural data science
1 version - Latest release: over 6 years ago - 1 dependent repositories - 31 downloads last month - 36 stars on GitHub - 2 maintainers
mantis-ml 1.6.5
Disease-agnostic gene prioritisation from high-throughput genomic screens by stochastic semi-supe...
11 versions - Latest release: almost 4 years ago - 1 dependent repositories - 71 downloads last month - 25 stars on GitHub - 1 maintainer
Top 0.4% on pypi.org
onnxruntime-gpu 1.17.1
ONNX Runtime is a runtime accelerator for Machine Learning models
38 versions - Latest release: 3 months ago - 121 dependent packages - 1,276 dependent repositories - 1.6 million downloads last month - 12,567 stars on GitHub - 1 maintainer
deep-ner 0.0.6
Deep-NER: named entity recognizer based on ELMo or BERT as embeddings and CRF as final classifier
5 versions - Latest release: over 3 years ago - 1 dependent repositories - 36 downloads last month - 81 stars on GitHub - 1 maintainer
Top 9.8% on pypi.org
haupt 2.1.8
Lineage metadata API, artifacts streams, sandbox, ML-API, and spaces for Polyaxon.
128 versions - Latest release: about 1 month ago - 1 dependent package - 767 downloads last month - 452 stars on GitHub - 1 maintainer
feature-transform 0.4.1
Build feature transformer by specifying transformation.
6 versions - Latest release: almost 2 years ago - 18 downloads last month - 0 stars on GitHub - 1 maintainer
sklearn-model 0.0.6
Export scikit-learn models into JSON for Inference.
7 versions - Latest release: about 3 years ago - 1 dependent repositories - 2.25 thousand downloads last month - 0 stars on GitHub - 1 maintainer
stacking 0.1.3
A stacking library for ensemble learning
4 versions - Latest release: almost 8 years ago - 3 dependent repositories - 32 downloads last month - 214 stars on GitHub - 1 maintainer
Top 7.2% on pypi.org
scikit-mdr 0.4.5
Multifactor Dimensionality Reduction (MDR)
11 versions - Latest release: 12 months ago - 3 dependent packages - 11 dependent repositories - 392 downloads last month - 125 stars on GitHub - 3 maintainers
pymc-learn-sphinx-theme 0.1.5
Pymc-learn theme for Sphinx
6 versions - Latest release: over 5 years ago - 1 dependent repositories - 28 downloads last month - 0 stars on GitHub - 1 maintainer
Top 3.6% on pypi.org
scikit-datasets 0.2.4
Scikit-learn-compatible datasets
40 versions - Latest release: 10 months ago - 1 dependent package - 15 dependent repositories - 24.7 thousand downloads last month - 17 stars on GitHub - 1 maintainer
tklearn 0.0.4 removed
Helps computers to understand human languages.
4 versions - Latest release: over 3 years ago - 30 downloads last month - 2 stars on GitHub - 1 maintainer
tclf 0.0.9
Classify trades using trade classification algorithms 🐍
9 versions - Latest release: 3 months ago - 58 downloads last month - 16 stars on GitHub - 1 maintainer
chemometrics 0.4.0
package for chemometric data analysis
4 versions - Latest release: almost 2 years ago - 1 dependent repositories - 77 downloads last month - 30 stars on GitHub - 1 maintainer
pure-predict-sec 0.0.1
Machine learning prediction in pure Python with code updates
1 version - Latest release: over 1 year ago - 205 downloads last month - 86 stars on GitHub - 1 maintainer
felimination 0.2.2
This library contains some useful scikit-learn compatible classes for feature selection.
7 versions - Latest release: 5 months ago - 21 downloads last month - 1 stars on GitHub - 1 maintainer
Top 1.3% on pypi.org
autogluon.common 1.1.0
Fast and Accurate ML in 3 Lines of Code
886 versions - Latest release: about 1 month ago - 11 dependent packages - 23 dependent repositories - 87.5 thousand downloads last month - 6,566 stars on GitHub - 1 maintainer
lightgbm-callbacks 0.1.12 💰
A collection of LightGBM callbacks.
13 versions - Latest release: 3 months ago - 1 dependent package - 1 dependent repositories - 94 downloads last month - 2 stars on GitHub - 1 maintainer
boost-loss 0.5.5 💰
Utilities for easy use of custom losses in CatBoost, LightGBM, XGBoost
21 versions - Latest release: 4 months ago - 61 downloads last month - 6 stars on GitHub - 1 maintainer
sklearn-utilities 0.5.8 💰
Utilities for scikit-learn.
19 versions - Latest release: 2 months ago - 155 downloads last month - 1 stars on GitHub - 1 maintainer
Top 9.3% on pypi.org
clinica 0.8.1
Software platform for clinical neuroimaging studies
38 versions - Latest release: about 1 month ago - 1 dependent package - 1 dependent repositories - 412 downloads last month - 216 stars on GitHub - 4 maintainers
skgrf 0.3.0
python bindings for C++ generalized random forests (grf)
7 versions - Latest release: over 2 years ago - 1 dependent repositories - 179 downloads last month - 27 stars on GitHub - 1 maintainer
skoot 0.20.0 💰
Skoot: Accelerate your data science pipelines
1 version - Latest release: almost 5 years ago - 1 dependent repositories - 31 downloads last month - 55 stars on GitHub - 1 maintainer
fastlapmap 0.1.2
Fast Laplacian Eigenmaps for dimensionality reduction.
3 versions - Latest release: over 2 years ago - 1 dependent repositories - 27 downloads last month - 21 stars on GitHub - 1 maintainer
vulpes 0.2.0
Test many classification, regression models and clustering algorithms to see which one is most su...
2 versions - Latest release: almost 2 years ago - 44 downloads last month - 8 stars on GitHub - 1 maintainer
scikit-visualizations 0.1.6
Scikit-learn-compatible visualizations
7 versions - Latest release: about 6 years ago - 1 dependent repositories - 46 downloads last month - 4 stars on GitHub - 1 maintainer
skmultichannel 0.4a0
multichannel machine learning library with in-pipeline automation
1 version - Latest release: over 1 year ago - 13 downloads last month - 3 stars on GitHub - 1 maintainer
sklearn2gem 0.1.1
sklearn2gem converts a Pickle'd scikit-learn model into a rubygem
2 versions - Latest release: almost 6 years ago - 1 dependent repositories - 21 downloads last month - 0 stars on GitHub - 1 maintainer
baseobject 0.0.1
Base classes for sklearn-like parametric objects
1 version - Latest release: about 2 years ago - 23 downloads last month - 1 maintainer
Top 1.0% on pypi.org
featuretools 1.31.0
a framework for automated feature engineering
105 versions - Latest release: 15 days ago - 23 dependent packages - 286 dependent repositories - 67.3 thousand downloads last month - 7,064 stars on GitHub - 8 maintainers
kepler 0.0.1
A small example package
1 version - Latest release: almost 6 years ago - 3 dependent repositories - 142 downloads last month - 7 stars on GitHub - 1 maintainer
Top 1.3% on pypi.org
skorch 0.15.0
scikit-learn compatible neural network library for pytorch
19 versions - Latest release: 9 months ago - 29 dependent packages - 196 dependent repositories - 165 thousand downloads last month - 5,658 stars on GitHub - 2 maintainers
py-lingo 0.0.1b1
Utilities for saving Scikit-Learn Linear Models in HDF5 format.
1 version - Latest release: over 3 years ago - 2 dependent repositories - 25 downloads last month - 0 stars on GitHub - 1 maintainer
fylearn 0.1.10
Fuzzy Machine Learning Algorithms
6 versions - Latest release: almost 3 years ago - 1 dependent repositories - 42 downloads last month - 73 stars on GitHub - 1 maintainer
Top 1.2% on pypi.org
pmdarima 2.0.4 💰
Python's forecast::auto.arima equivalent
27 versions - Latest release: 7 months ago - 50 dependent packages - 819 dependent repositories - 2.29 million downloads last month - 1,518 stars on GitHub - 2 maintainers
scikit-keras 0.2.0
Scikit-learn-compatible Keras models
18 versions - Latest release: almost 2 years ago - 2 dependent repositories - 198 downloads last month - 4 stars on GitHub - 1 maintainer
Top 1.9% on pypi.org
orange3 3.36.2 💰
Orange, a component-based data mining framework.
64 versions - Latest release: 7 months ago - 10 dependent packages - 16 dependent repositories - 19.6 thousand downloads last month - 4,413 stars on GitHub - 6 maintainers
sklite 0.0.2
Use Scikit Learn models in Flutter
1 version - Latest release: over 4 years ago - 1 dependent repositories - 50 downloads last month - 11 stars on GitHub - 1 maintainer
sslearn 1.0.5
A Python package for semi-supervised learning with scikit-learn
8 versions - Latest release: 21 days ago - 1 dependent repositories - 304 downloads last month - 7 stars on GitHub - 1 maintainer
kennard-stone 2.2.1
A method for selecting samples by spreading the training data evenly.
18 versions - Latest release: 6 months ago - 3 dependent packages - 1 dependent repositories - 598 downloads last month - 10 stars on GitHub - 1 maintainer
Related Keywords
machine-learning 375 python 244 data-science 153 deep-learning 95 pytorch 90 machine learning 88 tensorflow 75 sklearn 69 pandas 68 automl 67 hyperparameter-optimization 56 classification 46 time-series 46 keras 45 learning 44 machine 42 automated-machine-learning 41 forecasting 40 regression 38 numpy 38 xgboost 36 neural-networks 33 ensemble-learning 31 lightgbm 31 natural-language-processing 31 tabular-data 29 data science 29 visualization 28 ml 27 onnx 27 feature-engineering 27 artificial-intelligence 27 computer-vision 26 transfer-learning 26 structured-data 26 ai 26 autogluon 25 object-detection 25 gluon 24 optimization 21 matplotlib 20 hyperparameter-tuning 20 hardware-acceleration 19 ai-framework 19 python3 19 nlp 19 random-forest 18 feature-selection 18 hacktoberfest 17 artificial intelligence 16 mlops 16 statistics 16 data-analysis 16 gradient-boosting 15 data-mining 15 bayesian-optimization 15 data 15 deep learning 14 spark 14 analytics 13 scipy 13 clustering 13 neural-network 12 mlflow 12 scikit 12 machine-learning-algorithms 12 feature engineering 11 model-selection 11 preprocessing 11 framework 11 pipeline 11 feature selection 11 jupyter-notebook 10 cross-validation 10 hyperparameter-search 10 kfserving 9 automated machine learning 9 seldon-core 9 classifier 9 catboost 9 interpretability 9 transformers 9 estimators 9 statsmodels 8 time-series-regression 8 time-series-analysis 8 data-visualization 8 python-library 8 explainable-ai 8 mxnet 8 kubernetes 8 decision-trees 8 polyaxon 8 time-series-classification 7 image-classification 7 explainability 7 transformer 7 symbolic-regression 7 security 7 kafka 7