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scikit-learn

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

https://github.com/bjpcjp/scikit-and-tensorflow-workbooks

based on "Hands-On Machine Learning with Scikit-Learn & TensorFlow" (O'Reilly, Aurelien Geron)

deep-learning scikit-learn tensorflow tensorflow-tutorials

Last synced: 14 Nov 2024

https://github.com/upgini/upgini

Data search & enrichment library for Machine Learning → Easily find and add relevant features to your ML & AI pipeline from hundreds of public and premium external data sources, including open & commercial LLMs

automated-feature-engineering automl automl-pipeline chatgpt data-enrichment data-science feature-engineering feature-extraction feature-selection features kaggle kaggle-solution large-language-models llm machine-learning open-data open-datasets public-data python-library scikit-learn

Last synced: 13 Oct 2024

https://github.com/Ibotta/sk-dist

Distributed scikit-learn meta-estimators in PySpark

data-science machine-learning ml scikit-learn spark

Last synced: 06 Aug 2024

https://github.com/ibotta/sk-dist

Distributed scikit-learn meta-estimators in PySpark

data-science machine-learning ml scikit-learn spark

Last synced: 13 Oct 2024

https://github.com/microsoft/NimbusML

Python machine learning package providing simple interoperability between ML.NET and scikit-learn components.

data-science machine-learning ml mlnet nimbusml python scikit-learn

Last synced: 09 Nov 2024

https://github.com/microsoft/nimbusml

Python machine learning package providing simple interoperability between ML.NET and scikit-learn components.

data-science machine-learning ml mlnet nimbusml python scikit-learn

Last synced: 30 Sep 2024

https://github.com/usnistgov/jarvis

JARVIS-Tools: an open-source software package for data-driven atomistic materials design. Publications: https://scholar.google.com/citations?user=3w6ej94AAAAJ

ai atomistic-simulations dft lammps materials-informatics md mgi pytorch quantum-computing scikit-learn tensorflow vasp

Last synced: 12 Oct 2024

https://github.com/HusseinYoussef/Arabic-OCR

OCR system for Arabic language that converts images of typed text to machine-encoded text.

arabic character-segmentation computer-vision dataset image-processing machine-learning neural-network ocr opencv-python scikit-learn segmentation

Last synced: 03 Nov 2024

https://github.com/joelowj/machine-learning-and-reinforcement-learning-in-finance

Machine Learning and Reinforcement Learning in Finance New York University Tandon School of Engineering

coursera finance machine-learning python reinforcement-learning scikit-learn tensorflow tensorflow-examples

Last synced: 12 Nov 2024

https://github.com/hayatoy/ml-forex-prediction

Predicting Forex Future Price with Machine Learning

forex-prediction machine-learning ml python scikit-learn

Last synced: 09 Nov 2024

https://github.com/rickiepark/hg-mldl

<혼자 공부하는 머신러닝+딥러닝>의 코드 저장소입니다.

deep-learning keras machine-learning scikit-learn tensorflow

Last synced: 07 Nov 2024

https://github.com/pymc-learn/pymc-learn

pymc-learn: Practical probabilistic machine learning in Python

pymc3 pymc4 scikit-learn

Last synced: 13 Oct 2024

https://github.com/rickiepark/introduction_to_ml_with_python

도서 "[개정판] 파이썬 라이브러리를 활용한 머신 러닝"의 주피터 노트북과 코드입니다.

deep-learning machine-learning matplotlib numpy pandas python scikit-learn scipy

Last synced: 30 Sep 2024

https://github.com/milesgranger/gap_statistic

Dynamically get the suggested clusters in the data for unsupervised learning.

cluster cluster-count clustering kmeans python scikit-learn unsupervised unsupervised-learning

Last synced: 13 Nov 2024

https://github.com/ikki407/stacking

Stacked Generalization (Ensemble Learning)

ensemble ensemble-learning prediction scikit-learn stacking xgboost

Last synced: 10 Oct 2024

https://github.com/ocademy-ai/machine-learning

Learn AI together, for free. AI learning and teaching resources for everyone.

ai data-engineering data-science deep-learning jupyter jupyter-notebook machine-learning ml mlops python scikit-learn visualization

Last synced: 08 Nov 2024

https://github.com/rhiever/sklearn-benchmarks

A centralized repository to report scikit-learn model performance across a variety of parameter settings and data sets.

benchmarking machine-learning python scikit-learn

Last synced: 15 Nov 2024

https://github.com/giacbrd/shallowlearn

An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.

fasttext gensim machine-learning neural-network online-learning scikit-learn shallow-learning supervised-learning text-classification text-mining word-embeddings word2vec

Last synced: 13 Oct 2024

https://github.com/giacbrd/ShallowLearn

An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.

fasttext gensim machine-learning neural-network online-learning scikit-learn shallow-learning supervised-learning text-classification text-mining word-embeddings word2vec

Last synced: 07 Aug 2024

https://github.com/softwareag/nyoka

Nyoka is a Python library that helps to export ML models into PMML (PMML 4.4.1 Standard).

lightgbm machine-learning nyoka pmml pmml-exporter python python-library scikit-learn statsmodels xgboost

Last synced: 13 Nov 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: 15 Nov 2024

https://github.com/basicv8vc/Python-Machine-Learning-zh

Python机器学习，机器学习入门首选。

machine-learning python scikit-learn

Last synced: 14 Nov 2024

https://github.com/pangeo-data/scikit-downscale

Statistical climate downscaling in Python

climate downscaling scikit-learn xarray

Last synced: 13 Oct 2024

https://github.com/omnata-labs/dbt-ml-preprocessing

A SQL port of python's scikit-learn preprocessing module, provided as cross-database dbt macros.

bigquery dbt redshift scikit-learn snowflake

Last synced: 12 Oct 2024

https://github.com/transitive-bullshit/scikit-learn-ts

Powerful machine learning library for Node.js – uses Python's scikit-learn under the hood.

ai machine-learning ml scikit-learn sklearn sklearn-library

Last synced: 17 Oct 2024

https://github.com/amineHorseman/facial-expression-recognition-svm

Training SVM classifier to recognize people expressions (emotions) on Fer2013 dataset

facial-expression-recognition fer2013 hog hog-features machine-learning python scikit-learn sklearn svm svm-classifier

Last synced: 25 Oct 2024

https://github.com/aminehorseman/facial-expression-recognition-svm

Training SVM classifier to recognize people expressions (emotions) on Fer2013 dataset

facial-expression-recognition fer2013 hog hog-features machine-learning python scikit-learn sklearn svm svm-classifier

Last synced: 10 Oct 2024

https://github.com/plotly/dash-svm

Interactive SVM Explorer, using Dash and scikit-learn

dash plotly-dash scikit-learn svm

Last synced: 04 Aug 2024

https://github.com/jalajthanaki/credit-risk-modelling

Credit Risk analysis by using Python and ML

credit-risk machine-learning numpy pandas python scikit-learn scipy

Last synced: 07 Nov 2024

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

scikit-activeml: Python library for active learning on top of scikit-learn

active-learning machine-learning python scikit-learn

Last synced: 10 Oct 2024

https://github.com/alisonmitchell/stock-prediction

Technical and sentiment analysis to predict the stock market with machine learning models based on historical time series data and news article sentiment collected using APIs and web scraping.

beautifulsoup bert gensim huggingface keras-tensorflow machine-learning matplotlib mplfinance nlp nltk numpy pandas plotly python scikit-learn scipy seaborn spacy textblob yfinance

Last synced: 07 Nov 2024

https://github.com/soluto/python-flask-sklearn-docker-template

A simple example of python api for real time machine learning, using scikit-learn, Flask and Docker

docker flask python scikit-learn sklearn soluto-open-source

Last synced: 26 Sep 2024

https://github.com/dipanjans/nlp_workshop_odsc_europe20

Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage machine learning, deep learning and deep transfer learning to learn and solve popular tasks using NLP including NER, Classification, Recommendation \ Information Retrieval, Summarization, Classification, Language Translation, Q&A and Topic Models.

deep-learning gensim jupyter-notebook machine-learning natural-language-processing nltk python pytorch scikit-learn spacy tensorflow transfer-learning transformers

Last synced: 14 Oct 2024

https://github.com/rasbt/pydata-chicago2016-ml-tutorial

Machine learning with scikit-learn tutorial at PyData Chicago 2016

machine-learning pydata scikit-learn tutorial

Last synced: 01 Nov 2024

https://github.com/scaleoutsystems/fedn

FEDn: An open framework and a managed platform for real-world federated machine learning.

edge-ai edge-ml federated-learning federated-machine-learning fedml fleet-learning keras-tensorflow pytorch scikit-learn tensorflow

Last synced: 29 Oct 2024

https://scaleoutsystems.github.io/fedn/

FEDn: An open framework and a managed platform for real-world federated machine learning.

edge-ai edge-ml federated-learning federated-machine-learning fedml fleet-learning keras-tensorflow pytorch scikit-learn tensorflow

Last synced: 03 Aug 2024

https://github.com/scitime/scitime

Training time estimation for scikit-learn algorithms

data-science machine-learning python scikit-learn timer

Last synced: 01 Nov 2024

https://github.com/bhargavvader/pycobra

python library implementing ensemble methods for regression, classification and visualisation tools including Voronoi tesselations.

aggregation classification ensemble-learning machine-learning-algorithms machine-learning-library predictor python-library regression scikit-learn visualisation visualization voronoi-diagram

Last synced: 10 Nov 2024

https://github.com/autoviml/pandas_dq

Find data quality issues and clean your data in a single line of code with a Scikit-Learn compatible Transformer.

data data-science dataquality dataqualitycheck machine-learning pandas python scikit-learn

Last synced: 14 Nov 2024

https://github.com/alexioannides/pymc-example-project

Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.

bayesian-data-analysis bayesian-inference data-science machine-learning numpy pandas probabilistic-programming pymc3 python scikit-learn

Last synced: 27 Oct 2024

https://github.com/ibrahimsharaf/doc2vec

:notebook: Long(er) text representation and classification using Doc2Vec embeddings

doc2vec gensim nlp-machine-learning scikit-learn sentiment-analysis text-classification

Last synced: 28 Oct 2024

https://github.com/amicks/speculator

API for predicting the next Bitcoin and Ethereum with machine learning and technical analysis

algorithm finance machine-learning market python python3-6 scikit-learn technical-analysis tensorflow

Last synced: 01 Nov 2024

https://github.com/cscfi/machine-learning-scripts

Collection of scripts and tools related to machine learning

jupyter-notebooks keras machine-learning notebooks pytorch scikit-learn tensorflow

Last synced: 10 Nov 2024

https://github.com/phausamann/sklearn-xarray

Metadata-aware machine learning.

framework machine-learning scikit-learn xarray

Last synced: 07 Nov 2024

https://github.com/AlexIoannides/pymc-example-project

Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.

bayesian-data-analysis bayesian-inference data-science machine-learning numpy pandas probabilistic-programming pymc3 python scikit-learn

Last synced: 07 Aug 2024

https://github.com/danmorales/cursods_profdanilo

Códigos Python com diferentes aplicações como técnicas de machine learning e deep learning, fundamentos de estatística, problemas de regressão de classificação. Os vídeos com as explicações teóricas estão disponíveis no meu canal do YouTube

aprendizado-de-maquina ciencia-de-dados data-science deep-learning keras-classification-models keras-layer keras-models keras-neural-networks machine-learning machine-learning-algorithms numpy pandas-dataframe pandas-python scikit-learn scikitlearn-machine-learning scipy tensorflow tensorflow-tutorials

Last synced: 12 Nov 2024

https://github.com/ec-kity/ec-kity

EC-KitY: A scikit-learn-compatible Python tool kit for doing evolutionary computation.

evolutionary-algorithms evolutionary-computation genetic-algorithms genetic-programming machine-learning python scikit-learn sklearn symbolic-regression

Last synced: 10 Oct 2024

https://github.com/plasmacontrol/pyrcn

A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.

echo-state-network extreme-learning-machine machine-learning reservoir-computing scikit-learn

Last synced: 13 Oct 2024

https://github.com/comet-ml/issue-tracking

Questions, Help, and Issues for Comet ML

comet-ml keras machine-learning pytorch scikit-learn tenserflow

Last synced: 05 Nov 2024

https://github.com/superlinear-ai/conformal-tights

👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster

conformal-prediction forecasting machine-learning prediction-intervals python quantile-regression scikit-learn time-series-forecasting

Last synced: 13 Oct 2024

scikit-learn Awesome Lists
awesome-python-data-science 379 awesome-deepnote 41
scikit-learn Categories
Other Awesome Lists 59 General 27 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