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

scikit-learn

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

https://github.com/marty1885/scirknn

Convert and run scikit-learn MLPs on Rockchip NPU.

inference-acceleration npu rk3566 rk3588 rknn rknpu2 rockchip scikit-learn

Last synced: 31 Jul 2025

https://github.com/mit-lcp/shakespeare-method

The Shakespeare-Method repository contains the code we used to develop a new method to identify attributed and unattributed potential adverse events using the unstructured notes portion of electronic health records.

adverse-events ehr ehr-notes epidemiology feature-selection latent-dirichlet-allocation medical mimic-iii postgres python scikit-learn topic-modeling

Last synced: 28 Jul 2025

https://github.com/miolab/jupyterlab_poetry

JupyterLab runtime environment with Poetry and Docker management.

docker jupyterlab nltk poetry python3 pytorch scikit-learn scipy shap xgboost

Last synced: 26 Oct 2025

https://github.com/kulia/optical-character-recognition

Approach using k-Nearest Neighbors and Support Vector Machines

machine-learning matlab ntnu ocr python scikit-learn

Last synced: 06 Apr 2025

https://github.com/manojkarthick/pcregression

Python package to build principal components regression model using the scikit-learn library.

machine-learning python scikit-learn

Last synced: 10 Apr 2025

https://github.com/techytushar/would-you-have-survived

Predict if you would have survived if you were on the Titanic Ship

flask machine-learning python scikit-learn titanic-kaggle

Last synced: 12 Sep 2025

https://github.com/x-tabdeveloping/rvfln

A Python implementation of random vector functional networks and broad learning systems using Sklearn's Regressor and classifier APIs

broad-learning data-science deep-learning machine-learning scikit-learn sklearn sklearn-compatible

Last synced: 22 Mar 2025

https://github.com/omegaml/dashserve

develop and serve Plotly Dash apps in Jupyter Notebook or JupyterLab

data-science plotly plotly-dash scikit-learn

Last synced: 17 Mar 2026

https://github.com/l0sg/shoes_classification

Simple shoes classification with ResNet50 in Keras for Deepest Hackaton Challenge

fine-tuning image-classification keras resnet-50 scikit-learn transfer-learning

Last synced: 15 Mar 2026

https://github.com/dhaitz/python-sklearn-firefly-docker-heroku

Build a hate speech detection system with scikit-learn and deploy it via Docker on Heroku.

deployment docker firefly heroku machine-learning python scikit-learn

Last synced: 27 Apr 2025

https://github.com/venkat-0706/sentimental-analysis

Build a model to classify text as positive, negative, or neutral. Apply NLP techniques for preprocessing and machine learning for classification. Aim for accurate sentiment prediction on various text formats.

data-visualization feature-engineering machine-learning natural-language-processing numpy pandas python scikit-learn sentiment-detection supervised-learning text-classification text-preprocessing tokenizaiton wordcloud

Last synced: 10 Mar 2025

https://github.com/gentaiscool/pmf

Probabilistic Matrix Factorization on MovieLens 100K

matrix-factorization movielens pmf scikit-learn sklearn sparse

Last synced: 15 Apr 2025

https://github.com/rebelosa/random-subgroups

A machine learning python package for learning ensembles of subgroups for predictive tasks.

interpretability interpretable-machine-learning pysubgroup python python-package python3 random-forest scikit-learn subgroup-discovery subgroups

Last synced: 30 Jul 2025

https://github.com/neptune-ai/neptune-sklearn

Experiment tracking for scikit-learn. 🧩 Log, organize, visualize and compare model metrics, parameters, dataset versions, and more.

dashboard logger management metadata mlops optimization organize scikit-learn sklearn store tracker training versioning

Last synced: 20 Jul 2025

https://github.com/dayyass/extended-naive-bayes

[WIP] Extension of sklearn Naive Bayes models that allows sampling and more feature distributions.

data-science distributions generative-model machine-learning naive-bayes python sampling scikit-learn

Last synced: 13 Apr 2025

https://github.com/sminerport/sequencepredictionann

Predict next number in a sequence using a simple ANN. Modularized code with classes for data preparation, neural network architecture, and training.

artificial-neural-networks data-prep deep-learning machine-learning model-evaluation model-training neural-network numpy python scikit-learn sequence-prediction supervised-learning time-series-forecasting

Last synced: 03 Apr 2025

https://github.com/kevinarce/scikit-learn

Machine learning project based on sklearn library.

educative github gitkraken learn machine-learning python scikit-learn student-vscode

Last synced: 16 Jul 2025

https://github.com/syamkakarla98/kmeans-clustering

Introduction and implementation of K-Means clustering.

matplotlib pyhton3 scikit-learn

Last synced: 03 May 2025

https://github.com/SebastianSchmidl/pyonlinesvr

Python-Wrapper for Francesco Parrella's OnlineSVR C++ implementation with scikit-learn-compatible interface.

cpp machine-learning numpy online onlinesvr python python3 scikit-learn streaming-algorithms svr

Last synced: 26 Oct 2025

https://github.com/archie-cm/churn-analysis-ecommerce-customer

The objective of this project to is to predict customer churn, loss opportunity and provide recommendations to the business team so the company can implement a customer persona in retention strategy and can monitoring throught dashboard interactive.

data-science feature-engineering machine-learning python scikit-learn

Last synced: 23 Apr 2025

https://github.com/malykhin/anomaly_detection

Anomaly detection in NAB dataset using mxnet and scikit-learn

anomaly-detection mxnet nab scikit-learn timeseries

Last synced: 12 May 2025

https://github.com/imsanjoykb/automated-spam-mail-detection-and-flask-deployment

This is an simple NLP project in which the model is able to predict the incoming mail whether it is spam or not spam(ham). As we seen in gmail automatically the mail is classified and stored in spam or inbox so this project is prototype.

flask machine-learning naive-bayes-classifier nlp python scikit-learn

Last synced: 30 Apr 2025

https://github.com/duruii/contest-dingtalkcup2023-a

🗑️2023年第二届“钉钉杯”大学生大数据挑战赛——智能手机用户监测数据分析

data-mining machine-learning pandas scikit-learn xgboost

Last synced: 14 Jun 2025

https://github.com/pritishsingla/nbsvm_sklearn

Scikit-learn style wrapper for the NBSVM algorithm for text classification

machine-learning nbsvm nbsvm-classifier nlp python scikit-learn text-classification

Last synced: 16 Jun 2025

https://github.com/burhanuday/ml-dl-algorithms

Repository containing notes, cheatsheets, datasets and usage of different ML and DL algorithms and libraries. These files can be used as base templates for your next project

deep-learning deeplearning keras machine-learning machinelearning neural-networks scikit-learn

Last synced: 25 Mar 2025

https://github.com/benaandrew/auto-heuristic

A tool to automatically generate heuristic rules for a dataset

code-generation heuristics machine-learning scikit-learn

Last synced: 10 Jul 2025

https://github.com/lostintangent/intro-to-ml

🎓 Simple to use notebooks, based on the scikit-Learn and matplotlib tutorials

machine-learning scikit-learn tutorial

Last synced: 15 Apr 2025

https://github.com/thomasthaddeus/dataanalysistoolkit

DataAnalysisToolkit is a Python-based data analysis tool designed to streamline various data analysis tasks. It provides the ability to load data from CSV files, perform statistical calculations, detect outliers, clean data, and visualize data.

data-science matplotlib python python-script python3 scikit-learn

Last synced: 07 Oct 2025

https://github.com/feedzai/feedzai-openml-python

Python-based Feedzai OpenML Providers

feedzai openml python scikit scikit-learn

Last synced: 22 Jun 2025

https://github.com/bydevmar/bydevmar__youtube

Your one-stop repository for BYDEVMAR's educational content. Access exam corrections, practical work, tutorials, and courses to boost your understanding. Subscribe to BYDEVMAR on YouTube for in-depth learning.

cplusplus csharp git github java javascript matplotlib mongodb mysql numpy oracle php postgresql python pytorch scikit-learn seaborn sqlite tensorflow

Last synced: 05 May 2025

https://github.com/exabrial/petrify

Compile your ML Models/ONNX Decision Trees (XGBoost, LightGBM, SciKit-Learn) straight to JVM Bytecode

bytecode compiler decision-trees inference java jvm lightgbm machine-learning onnx scikit-learn tree-ensemble xgboost

Last synced: 20 Apr 2026

https://github.com/shreyamalogi/personalized-travel-planning-system

"Personalized Travel Planning System," uses a graphical user interface (GUI) to help users plan personalized travel experiences. It recommends tourist destinations based on user preferences and provides information about nearby places.

knn-algorithm machine-learning-algorithms matplotlib numpy pandas python scikit-learn tkinter-gui

Last synced: 12 Apr 2025

https://github.com/datpham0412/covid19-prediction-model

Machine learning project aimed at predicting new COVID-19 cases using historical COVID-19 and mobility data. The project involves data fetching, migration, preprocessing, exploratory data analysis (EDA), feature engineering, data splitting, model training, and evaluation.

cmake cplusplus-17 dill googletest jupyter-notebook matplotlib pandas python3 scikit-learn scikitlearn-machine-learning seaborn-python sqlite

Last synced: 21 Apr 2025

https://github.com/shobrook/neuropipe

Easy scaffolding for machine learning pipelines in Scikit-Learn

framework machine-learning microframework pipeline scaffolding scikit-learn template

Last synced: 28 Oct 2025

https://github.com/lovnishverma/aiotrainpredict

This project displays live sensor readings from sensor to server and predict rain using machine learning.....

aiot machine-learning scikit-learn

Last synced: 06 Sep 2025

https://github.com/sayakpaul/manning-phishing-websites-detection

Starter repository for Manning LP: Use Machine Learning to Detect Phishing Websites

beginners machine-learning phishing-sites scikit-learn wandb

Last synced: 20 Jul 2025

https://github.com/canbula/datascience

Repository for Data Science course given by Assoc. Prof. Dr. Bora Canbula at Computer Engineering Department of Manisa Celal Bayar University.

data-science machine-learning matplotlib numpy pandas python python3 scikit-learn seaborn

Last synced: 04 Apr 2026

https://github.com/oneapi-src/network-intrusion-detection

AI Starter Kit for Network Intrusion Detection using Intel® Extension for Scikit-learn*

machine-learning scikit-learn

Last synced: 04 Apr 2025

https://github.com/gentaiscool/scikit-learn-examples

Exploration on Logistic Regression, MLP, and SVM using Scikit-learn

logistic-regression mlp scikit-learn sklearn svm

Last synced: 04 Mar 2026

https://github.com/bjpcjp/python-data-science-handbook

Sourced from O'Reilly ebook of the same name.

matplotlib numpy pandas python scikit-learn seaborn

Last synced: 09 May 2025

https://github.com/coelhosilva/flight-ad

flight-ad is a Python package for anomaly detection in the aviation domain built on top of scikit-learn.

anomaly-detection data-science fdm flight-data flight-data-analysis flight-data-monitoring machine-learning python scikit-learn

Last synced: 10 Apr 2025

https://github.com/stateful-y/yohou

A time series forecasting package based on Scikit-Learn and Polars

forecasting ml scikit-learn time-series

Last synced: 11 Apr 2026

https://github.com/deadly-panda/clinicapp

Django web application to help a medical clinic manage their appointments and assits doctors in their diagnosisis

django keras python scikit-learn

Last synced: 02 May 2025

https://github.com/alejoduarte23/ssi-cov

The SSICOV is a system identification method for structural health monitoring (SHM) using Stochastic Subspace Identification (SSI). It processes acceleration data to extract modal parameters of a structure.

matplotlib modal-analysis numpy scikit-learn scipy signal-processing system-identification

Last synced: 12 Apr 2025

https://github.com/davidgasquez/moser

:postbox: A simple way to serve your Machine Learning models.

machine-learning python scikit-learn

Last synced: 04 Mar 2026

https://github.com/manasvigoyal/enron-classification

Exploratory Analysis of Enron Dataset and Classification using multiple algorithms

classification email-classifier enron-dataset jupyter-notebook machine-learning numpy pandas python scikit-learn

Last synced: 28 Feb 2026

https://github.com/Tole-k/SageML

Library providing all necessary tools to use automatically adjusted Machine Learning techniques. We aim to simplify the process of user input to maximum.

artificial-intelligence automl library machine-learning optimization python scikit-learn

Last synced: 08 May 2025

https://github.com/tole-k/sageml

Library providing all necessary tools to use automatically adjusted Machine Learning techniques. We aim to simplify the process of user input to maximum.

artificial-intelligence automl library machine-learning optimization python scikit-learn

Last synced: 12 Feb 2026

https://github.com/ayush-that/iosc_whatsmytrash

A web app with a machine learning model that can classify wastes as recyclable or organic! You can use it to teach young kids.

bootstrap flask image-classification keras machine-learning scikit-learn tensorflow

Last synced: 17 Aug 2025

https://github.com/godfanmiao/ml-kaggle-github-2016

《 Python机器学习及实践:从零开始通往Kaggle竞赛之路(2016年度版)》全书数据和开源代码

pandas scikit-learn tensorflow

Last synced: 14 Oct 2025

https://github.com/prudhvignv/py-automl

A low code machine learning python library.

deep-learning keras machine-learning pip py-automl pypi-package python scikit-learn

Last synced: 27 Feb 2026

https://github.com/hazem-alabiad/automated-essay-grading-system

This is a system that automatically grades essays built using Machine Learning (ML), Deep Learning (DL), Natural Language Processing (NLP) techniques with the help of many libraries and tools e.g. scikit-learn, Keras, Seaborn, Gensim, NLTK, Ploty, Numpy, Pandas.

deep-learning gensim-word2vec keras keras-neural-networks machine-learning natural-language-processing numpy pandas python scikit-learn seaborn

Last synced: 14 Aug 2025

https://github.com/metriccoders/ai-studio

AI Studio by Metric Coders: A No-Code Software to train, download and deploy Large Language Models.

ai-studio artificial-intelligence generative-ai keras langchain large-language-models llm machine-learning natural-language-processing nlp python python3 scikit-learn tensorflow

Last synced: 03 Oct 2025

https://github.com/stefan-schroedl/molecule_classification

"Auto-sklearn for chemistry" - train and run machine-learned classifiers for molecular classification tasks.

automatic automl cheminformatics chemistry chemoinformatics hyperparameter-optimization machine-learning molecule python rdkit scikit-learn

Last synced: 25 Sep 2025

https://github.com/shreyamalogi/credit-card-fraud-detection-system

A Credit Card Fraud Detection System using Adaboost and Majority Voting, designed to identify fraudulent credit card transactions by combining the strength of multiple classifiers.

adaboost ensemble-learning majority-voting python scikit-learn

Last synced: 11 Apr 2025

https://github.com/mattlianje/climactic

ML ... Highlight creator for e-sports videos using audio analysis.

audio-analysis highlights ml scikit-learn

Last synced: 09 Apr 2025

https://github.com/hmiladhia/piskle

A serialization package optimized for scikit-learn

data-science machine-learning python scikit-learn serialization

Last synced: 28 Oct 2025

https://github.com/melikaas/lda_classification

This repository focuses on implementing Linear Discriminant Analysis (LDA) as a classifier on embedded scikit-learn datasets. The goal is to improve the model's performance on these datasets.

classification machine-learning-algorithms scatterplot scikit-learn

Last synced: 25 Oct 2025

https://github.com/crflynn/sklearn-instrumentation

Generalized scikit-learn machine learning model instrumentation library

instrumentation machine-learning scikit-learn

Last synced: 15 Apr 2025

https://github.com/sahashraee/data_science

Data Science Basics Concepts

git opencv python pytorch scikit-learn tensorflow

Last synced: 02 Mar 2025

https://github.com/joaopfonseca/ml-research

A Python library with utilities for Machine Learning research and algorithm implementations

active-learning data-science machine-learning python scikit-learn

Last synced: 26 Oct 2025

https://github.com/chris-santiago/steps

A SciKit-Learn style feature selector using best subsets and stepwise regression.

best-subset-selection data-science python scikit-learn stepwise-selection

Last synced: 28 Jun 2025

https://github.com/fork123aniket/contrastive-learning-for-sentence-embeddings

Implementation of Simple Contrastive Learning-based Unsupervised approach to generate sentence embeddings and to perform text similarity in Tensorflow

bert-model contrastive-learning natural-language-processing scikit-learn tensorflow-tutorials tensorflow2 transformers

Last synced: 24 Oct 2025

https://github.com/juselara1/bregclus

Python implementation of Bregman Hard Clustering and Bregman Soft Clustering as a scikit-learn module.

bregman-divergence clustering numpy scikit-learn unsupervised-learning

Last synced: 12 Apr 2025

https://github.com/altescy/nlpstack

📚 NLPSTACK: A Python Library for Natural Language Processing

nlp python pytorch scikit-learn

Last synced: 14 Apr 2025

https://github.com/eonu/daze

Better multi-class confusion matrix plots for Scikit-Learn, incorporating per-class and overall evaluation measures.

accuracy classification confusion-matrix confusion-matrix-heatmap evaluation evaluation-metrics f1-score measures multi-class plot precision recall scikit-learn

Last synced: 24 Oct 2025

https://github.com/rvandewater/ReciPies

🥧ReciPys: easily define and execute preprocessing and feature engineering steps on Polars and Pandas dataframes.

data-science pandas polars python scikit-learn tidymodels

Last synced: 24 Oct 2025

https://github.com/doug1043/sistembot

BOT Telegram para atendimento automático em pizzarias, utilizando ferramentas de processamento natural de linguagem.

chatbot gaussian-naive-bayes nlp processamento-de-linguagem-natural python3 scikit-learn sklearn spacy spacy-nlp telegram telegram-bot telegram-bot-api

Last synced: 27 Sep 2025

https://github.com/shubhamkumar-op/crop_recommendation

A rule-based system use rules to suggest crops based on weather patterns, and other relevant factors. This type of system is relatively simple to implement and may be suitable for smaller farms with less complex data needs.

logistic-regression pandas random-forest random-forest-classifier scikit-learn

Last synced: 17 Jun 2025