Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

scikit-learn

scikit-learn is a widely-used Python module for classic machine learning. It is built on top of SciPy.

https://github.com/nok/sklearn-porter

Transpile trained scikit-learn estimators to C, Java, JavaScript and others.

data-science machine-learning scikit-learn sklearn

Last synced: 18 Dec 2024

https://github.com/koaning/scikit-lego

Extra blocks for scikit-learn pipelines.

common-sense machine-learning scikit-learn

Last synced: 24 Dec 2024

https://github.com/reiinakano/xcessiv

A web-based application for quick, scalable, and automated hyperparameter tuning and stacked ensembling in Python.

automated-machine-learning data-science ensemble-learning hyperparameter-optimization machine-learning scikit-learn stacked-ensembles

Last synced: 21 Dec 2024

https://github.com/nicodv/kmodes

Python implementations of the k-modes and k-prototypes clustering algorithms, for clustering categorical data

clustering-algorithm k-modes k-prototypes python scikit-learn

Last synced: 24 Dec 2024

https://github.com/intel/scikit-learn-intelex

Intel(R) Extension for Scikit-learn is a seamless way to speed up your Scikit-learn application

ai-inference ai-machine-learning ai-training analytics big-data data-analysis gpu intel machine-learning machine-learning-algorithms oneapi python scikit-learn swrepo

Last synced: 25 Nov 2024

https://github.com/devamoghs/machine-learning-with-python

Small scale machine learning projects to understand the core concepts . Give a Star 🌟If it helps you. BONUS: Interview Bank coming up..!

beginner-friendly data-science deep-learning exercises machine-learning practice-project python python-3 scikit-learn

Last synced: 19 Dec 2024

https://github.com/devAmoghS/Machine-Learning-with-Python

Small scale machine learning projects to understand the core concepts . Give a Star 🌟If it helps you. BONUS: Interview Bank coming up..!

beginner-friendly data-science deep-learning exercises machine-learning practice-project python python-3 scikit-learn

Last synced: 27 Nov 2024

https://github.com/sebp/scikit-survival

Survival analysis built on top of scikit-learn

machine-learning python scikit-learn survival-analysis

Last synced: 24 Dec 2024

https://github.com/inria/scikit-learn-mooc

Machine learning in Python with scikit-learn MOOC

machine-learning mooc python scikit-learn

Last synced: 19 Dec 2024

https://github.com/sajal2692/data-science-portfolio

Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.

data-science keras machine-learning nlp pandas portfolio python scikit-learn

Last synced: 22 Dec 2024

https://github.com/databricks/spark-sklearn

(Deprecated) Scikit-learn integration package for Apache Spark

apache-spark grid-search machine-learning parameter-tuning scikit-learn

Last synced: 26 Sep 2024

https://github.com/onnx/onnxmltools

ONNXMLTools enables conversion of models to ONNX

keras machine-learning onnx python-library scikit-learn

Last synced: 24 Dec 2024

https://github.com/zama-ai/concrete-ml

Concrete ML: Privacy Preserving ML framework using Fully Homomorphic Encryption (FHE), built on top of Concrete, with bindings to traditional ML frameworks.

data-science fhe fully-homomorphic-encryption homomorphic-encryption machine-learning ppml privacy python scikit-learn tfhe torch

Last synced: 18 Dec 2024

https://github.com/KartikChugh/Otto

Otto makes machine learning an intuitive, natural language experience. 🏆 Facebook AI Hackathon winner ⭐️ #1 Trending on MadeWithML.com ⭐️ #4 Trending JavaScript Project on GitHub ⭐️ #15 Trending (All Languages) on GitHub

artificial-intelligence automl chat-application deep-learning keras-tensorflow machine-learning natural-language-understanding python scikit-learn trending-repositories

Last synced: 01 Nov 2024

https://github.com/kartikchugh/otto

Otto makes machine learning an intuitive, natural language experience. 🏆 Facebook AI Hackathon winner ⭐️ #1 Trending on MadeWithML.com ⭐️ #4 Trending JavaScript Project on GitHub ⭐️ #15 Trending (All Languages) on GitHub

artificial-intelligence automl chat-application deep-learning keras-tensorflow machine-learning natural-language-understanding python scikit-learn trending-repositories

Last synced: 03 Dec 2024

https://github.com/dnouri/nolearn

Combines the ease of use of scikit-learn with the power of Theano/Lasagne

deep-learning lasagne machine-learning scikit-learn

Last synced: 19 Dec 2024

https://github.com/trent-b/iterative-stratification

scikit-learn cross validators for iterative stratification of multilabel data

cross-validation multilabel multilabel-classification scikit-learn stratification

Last synced: 18 Dec 2024

https://github.com/koaning/human-learn

Natural Intelligence is still a pretty good idea.

benchmark machine-learning scikit-learn

Last synced: 20 Dec 2024

https://github.com/akramz/hands-on-machine-learning-with-scikit-learn-keras-and-tensorflow

Notes & exercise solutions of Part I from the book: "Hands-On ML with Scikit-Learn, Keras & TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems" by Aurelien Geron

artificial-intelligence deep-learning machine-learning neural-networks notebooks scikit-learn

Last synced: 22 Dec 2024

https://github.com/scikit-multiflow/scikit-multiflow

A machine learning package for streaming data in Python. The other ancestor of River.

machine-learning meka moa scikit scikit-learn stream streaming-data

Last synced: 20 Dec 2024

https://github.com/kymatio/kymatio

Wavelet scattering transforms in Python with GPU acceleration

deep-learning keras numpy pytorch scattering-transform scikit-learn tensorflow wavelets

Last synced: 19 Dec 2024

https://github.com/seldonio/mlserver

An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more

kfserving lightgbm machine-learning mlflow scikit-learn seldon-core xgboost

Last synced: 18 Dec 2024

https://github.com/lzjqsdd/scikit-learn-doc-cn

scikit-learn机器学习库中文文档翻译项目

scikit-learn

Last synced: 30 Oct 2024

https://github.com/SeldonIO/mlserver

An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more

kfserving lightgbm machine-learning mlflow scikit-learn seldon-core xgboost

Last synced: 15 Nov 2024

https://github.com/ypeleg/HungaBunga

HungaBunga: Brute-Force all sklearn models with all parameters using .fit .predict!

automl brute fit force kaggle learning machine predict scikit-learn sklearn

Last synced: 05 Nov 2024

https://github.com/ypeleg/hungabunga

HungaBunga: Brute-Force all sklearn models with all parameters using .fit .predict!

automl brute fit force kaggle learning machine predict scikit-learn sklearn

Last synced: 18 Dec 2024

https://github.com/trainingbypackt/data-science-projects-with-python

A Case Study Approach to Successful Data Science Projects Using Python, Pandas, and Scikit-Learn

data-science machine-learning numpy pandas pandas-dataframe python scikit-learn

Last synced: 21 Dec 2024

https://github.com/ashishpatel26/amazing-feature-engineering

Feature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features can be used to improve the performance of machine learning algorithms. Feature engineering can be considered as applied machine learning itself.

data-analysis data-mining data-science data-scientists data-visualization deep-learning feature-engineering feature-extraction feature-scaling feature-selection features machine-learning scikit-learn

Last synced: 20 Dec 2024

https://github.com/elastic/eland

Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch

big-data data-analysis dataframe dataframes eland elasticsearch etl lightgbm machine-learning pandas python scikit-learn time-series-forecasting

Last synced: 22 Dec 2024

https://github.com/TrainingByPackt/Data-Science-Projects-with-Python

A Case Study Approach to Successful Data Science Projects Using Python, Pandas, and Scikit-Learn

data-science machine-learning numpy pandas pandas-dataframe python scikit-learn

Last synced: 08 Nov 2024

https://github.com/neuraxio/neuraxle

The world's cleanest AutoML library ✨ - Do hyperparameter tuning with the right pipeline abstractions to write clean deep learning production pipelines. Let your pipeline steps have hyperparameter spaces. Design steps in your pipeline like components. Compatible with Scikit-Learn, TensorFlow, and most other libraries, frameworks and MLOps environments.

deep-learning framework hyperparameter-optimization hyperparameter-search hyperparameter-tuning hyperparameters machine-learning neuraxle parallel pipeline pipeline-framework python-library scikit-learn

Last synced: 22 Dec 2024

https://github.com/Neuraxio/Neuraxle

The world's cleanest AutoML library ✨ - Do hyperparameter tuning with the right pipeline abstractions to write clean deep learning production pipelines. Let your pipeline steps have hyperparameter spaces. Design steps in your pipeline like components. Compatible with Scikit-Learn, TensorFlow, and most other libraries, frameworks and MLOps environments.

deep-learning framework hyperparameter-optimization hyperparameter-search hyperparameter-tuning hyperparameters machine-learning neuraxle parallel pipeline pipeline-framework python-library scikit-learn

Last synced: 05 Nov 2024

https://github.com/alegonz/baikal

A graph-based functional API for building complex scikit-learn pipelines.

data-science graph-based machine-learning python scikit-learn

Last synced: 15 Nov 2024

https://github.com/openscoring/openscoring

REST web service for the true real-time scoring (<1 ms) of Scikit-Learn, R and Apache Spark models

apache-spark api lightgbm pmml r real-time scikit-learn xgboost

Last synced: 19 Dec 2024

https://github.com/onnx/sklearn-onnx

Convert scikit-learn models and pipelines to ONNX

onnx scikit-learn

Last synced: 18 Dec 2024

https://github.com/educationaltestingservice/skll

SciKit-Learn Laboratory (SKLL) makes it easy to run machine learning experiments.

hacktoberfest machine-learning python scikit-learn

Last synced: 19 Dec 2024

https://github.com/EducationalTestingService/skll

SciKit-Learn Laboratory (SKLL) makes it easy to run machine learning experiments.

hacktoberfest machine-learning python scikit-learn

Last synced: 26 Oct 2024

https://github.com/autoviml/auto_viml

Automatically Build Multiple ML Models with a Single Line of Code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.

auto-viml autokeras automated-machine-learning automl automl-algorithms autosklearn machine-learning python python3 scikit-learn tpot xgboost

Last synced: 19 Dec 2024

https://github.com/ashishpatel26/Amazing-Feature-Engineering

Feature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features can be used to improve the performance of machine learning algorithms. Feature engineering can be considered as applied machine learning itself.

data-analysis data-mining data-science data-scientists data-visualization deep-learning feature-engineering feature-extraction feature-scaling feature-selection features machine-learning scikit-learn

Last synced: 07 Nov 2024

https://github.com/AmazaspShumik/sklearn-bayes

Python package for Bayesian Machine Learning with scikit-learn API

bayesian bayesian-machine-learning machine-learning python scikit-learn

Last synced: 30 Oct 2024

https://github.com/SeldonIO/MLServer

An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more

kfserving lightgbm machine-learning mlflow scikit-learn seldon-core xgboost

Last synced: 30 Oct 2024

https://github.com/AutoViML/Auto_ViML

Automatically Build Multiple ML Models with a Single Line of Code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.

auto-viml autokeras automated-machine-learning automl automl-algorithms autosklearn machine-learning python python3 scikit-learn tpot xgboost

Last synced: 02 Nov 2024

https://github.com/ottogroup/palladium

Framework for setting up predictive analytics services

data-science machine-learning scikit-learn

Last synced: 22 Dec 2024

https://github.com/ray-project/tune-sklearn

A drop-in replacement for Scikit-Learn’s GridSearchCV / RandomizedSearchCV -- but with cutting edge hyperparameter tuning techniques.

automl bayesian-optimization gridsearchcv hyperparameter-tuning scikit-learn

Last synced: 27 Sep 2024

https://github.com/ploomber/sklearn-evaluation

Machine learning model evaluation made easy: plots, tables, HTML reports, experiment tracking and Jupyter notebook analysis.

data-science deep-learning jupyter-notebook machine-learning pytorch scikit-learn sklearn tensorflow

Last synced: 19 Dec 2024

https://github.com/chekoduadarsh/blocklyml

BlocklyML is a simple visual programming Tool for python and ML. 🧩 🖥️

blockly blockly-games deep-learning hacktoberfest javascript machine-learning pycaret python scikit-learn sklearn tensorflow

Last synced: 22 Dec 2024

https://github.com/skops-dev/skops

skops is a Python library helping you share your scikit-learn based models and put them in production

hacktoberfest huggingface machine-learning mlops scikit-learn

Last synced: 19 Dec 2024

https://github.com/supercowpowers/zat

Zeek Analysis Tools (ZAT): Processing and analysis of Zeek network data with Pandas, scikit-learn, Kafka and Spark

bro data-analysis kafka networking pandas python scikit-learn security spark zeek zeek-analysis

Last synced: 22 Dec 2024

https://github.com/SuperCowPowers/zat

Zeek Analysis Tools (ZAT): Processing and analysis of Zeek network data with Pandas, scikit-learn, Kafka and Spark

bro data-analysis kafka networking pandas python scikit-learn security spark zeek zeek-analysis

Last synced: 27 Nov 2024

https://github.com/explainx/explainx

Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are looking for co-authors to take this project forward. Reach out @ [email protected]

aws-sagemaker bias blackbox explainability explainable-ai explainable-artificial-intelligence explainable-ml explainx interpretability interpretable-ai interpretable-machine-learning machine-learning machine-learning-interpretability scikit-learn transparency xai

Last synced: 20 Dec 2024

https://github.com/explainX/explainx

Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are looking for co-authors to take this project forward. Reach out @ [email protected]

aws-sagemaker bias blackbox explainability explainable-ai explainable-artificial-intelligence explainable-ml explainx interpretability interpretable-ai interpretable-machine-learning machine-learning machine-learning-interpretability scikit-learn transparency xai

Last synced: 05 Nov 2024

https://github.com/ClimbsRocks/machineJS

[UNMAINTAINED] Automated machine learning- just give it a data file! Check out the production-ready version of this project at ClimbsRocks/auto_ml

auto-ml automated-machine-learning automl data-science data-scientists javascript javascript-library kaggle machine-learning machine-learning-algorithms machine-learning-library ml numerai scikit-learn

Last synced: 27 Nov 2024

https://github.com/climbsrocks/machinejs

[UNMAINTAINED] Automated machine learning- just give it a data file! Check out the production-ready version of this project at ClimbsRocks/auto_ml

auto-ml automated-machine-learning automl data-science data-scientists javascript javascript-library kaggle machine-learning machine-learning-algorithms machine-learning-library ml numerai scikit-learn

Last synced: 22 Dec 2024

https://github.com/operatorai/modelstore

🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud storage provider.

data-science keras machine-learning mlops modelstore python-library pytorch s3-storage scikit-learn tensorflow transformer

Last synced: 22 Dec 2024

https://github.com/ptyadana/data-science-and-machine-learning-projects-dojo

collections of data science, machine learning and data visualization projects with pandas, sklearn, matplotlib, tensorflow2, Keras, various ML algorithms like random forest classifier, boosting, etc

boosting-algorithms data-analysis data-science data-visualization deep-learning keras machine-learning machine-learning-algorithms natural-language-processing pandas probability-statistics scikit-learn seaborn tensorflow

Last synced: 23 Dec 2024

https://github.com/cerlymarco/linear-tree

A python library to build Model Trees with Linear Models at the leaves.

boosting-tree decision-trees linear-models machine-learning model-trees random-forest scikit-learn tree

Last synced: 20 Dec 2024

https://github.com/jadianes/winerama-recommender-tutorial

A wine recommender system tutorial using Python technologies such as Django, Pandas, or Scikit-learn, and others such as Bootstrap.

django pandas python recommender-system scikit-learn tutorial wine

Last synced: 22 Dec 2024

https://github.com/omimo/pymo

A library for machine learning research on motion capture data

library machine-learning mocap motion-capture python scikit-learn

Last synced: 24 Dec 2024

https://github.com/krasserm/machine-learning-notebooks

Stanford Machine Learning course exercises implemented with scikit-learn

machine-learning scikit-learn

Last synced: 23 Dec 2024

scikit-learn Awesome Lists
awesome-python-data-science 379 awesome-deepnote 41
scikit-learn Categories
Other Awesome Lists 62 General 32 Deep Learning 11 Data Manipulation 8 Machine Learning 7 Deployment 7 Visualization 6 Model Explanation 5 Probabilistic Methods 5 Optimization 4 Reinforcement Learning 4 Computations 4 Time Series 3 Natural Language Processing 3 Web Scraping 3 Experimentation 2 Distributed Computing 2 Computer Vision 2 Feature Engineering 2 Automated Machine Learning 2