1.onnx / onnx
Open standard for machine learning interoperability
+965 stars
from 20,669 · score 6.87
Trending repositories
Ranked by Attention Score: stars gained over the last 180 complete days
29 repositories by Attention Score · May 7, 2026 – Nov 2, 2026 (UTC)
2.apachecn / ailearning
AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
+645 stars
from 41,970 · score 6.47
3.skfolio / skfolio
Python library for portfolio optimization, factor model construction, and risk management built on scikit-learn
+639 stars
from 1,939 · score 6.46
4.autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
+591 stars
from 10,216 · score 6.38
5.donnemartin / data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
+472 stars
from 28,914 · score 6.16
6.sktime / sktime
A unified framework for machine learning with time series
+379 stars
from 9,706 · score 5.94
7.Yorko / mlcourse.ai
Open Machine Learning Course
+263 stars
from 10,510 · score 5.58
8.dask / dask
Parallel computing with task scheduling
+190 stars
from 13,754 · score 5.25
9.pycaret / pycaret
Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.
+142 stars
from 9,716 · score 4.96
10.automl / auto-sklearn
Automated Machine Learning with scikit-learn
+97 stars
from 8,052 · score 4.58
11.alteryx / featuretools
An open source python library for automated feature engineering
+92 stars
from 7,602 · score 4.53
12.feature-engine / feature_engine
Feature engineering and selection open-source Python library compatible with sklearn.
+75 stars
from 2,221 · score 4.33
13.skforecast / skforecast
Python library for time series forecasting using scikit-learn compatible models, statistical methods, and foundation models
+71 stars
from 1,473 · score 4.28
14.trevorstephens / gplearn
Genetic Programming in Python, with a scikit-learn inspired API
+69 stars
from 1,827 · score 4.25
15.fnnx-ai / scikit-llm
Seamlessly integrate LLMs into scikit-learn.
+60 stars
from 3,475 · score 4.11
16.rodrigo-arenas / Sklearn-genetic-opt
Hyperparameter optimization and feature selection for scikit-learn using evolutionary algorithms. A modern alternative to GridSearchCV and RandomizedSearchCV.
+37 stars
from 354 · score 3.64
17.BayesWitnesses / m2cgen
Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies
+36 stars
from 2,963 · score 3.61
18.modAL-python / modAL
A modular active learning framework for Python
+35 stars
from 2,341 · score 3.58
19.koaning / scikit-lego
Extra blocks for scikit-learn pipelines.
+32 stars
from 1,381 · score 3.50
20.DistrictDataLabs / yellowbrick
Visual analysis and diagnostic tools to facilitate machine learning model selection.
+31 stars
from 4,377 · score 3.47
21.AutoViML / AutoViz
Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.
+28 stars
from 1,876 · score 3.37
22.scikit-optimize / scikit-optimizeArchived
Sequential model-based optimization with a `scipy.optimize` interface
+16 stars
from 2,813 · score 2.83
23.azukds / tubular
Python package implementing ML feature engineering and pre-processing for polars or pandas dataframes.
+11 stars
from 98 · score 2.48
24.reiinakano / scikit-plot
An intuitive library to add plotting functionality to scikit-learn objects.
+9 stars
from 2,426 · score 2.30
25.scikit-learn-contrib / metric-learn
Metric learning algorithms in Python
+8 stars
from 1,422 · score 2.20
26.nok / sklearn-porter
Transpile trained scikit-learn estimators and transformers to C, C#, Go, Java, JavaScript, PHP and Ruby.
+4 stars
from 1,299 · score 1.61
27.lensacom / sparkit-learn
PySpark + Scikit-learn = Sparkit-learn
+3 stars
from 1,147 · score 1.39
28.scikit-multilearn / scikit-multilearn
A scikit-learn based module for multi-label et. al. classification
+3 stars
from 951 · score 1.39
29.ikki407 / stacking
Stacked Generalization (Ensemble Learning)
+1 stars
from 228 · score 0.69