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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/bkamapantula/discover-workshop

Code search utility to assist developer workflows via code discovery. Currently uses tf-idf estimator.

developer-tools pycon python scikit-learn tf-idf

Last synced: 06 Dec 2024

https://github.com/mrankitgupta/python-libraries-roadmap

I am sharing lessons in various Python Libraries from scratch to intermediate including practice sets which were useful into my journey of Data Science.

66daysofdata ai analytics ankitgupta artificial-intelligence data-science data-visualization libraries library machine-learning matplotlib mrankitgupta numpy pandas python python-libraries python-library pythonlib scikit-learn tensorflow

Last synced: 17 Nov 2024

https://github.com/ptyadana/ml-music-recommender

Machine Learning Project for recommendations of music genre based on age and gender

graphviz graphviz-dot joblib jupyter-notebook machine-learning machinelearning-python pandas python3 scikit-learn

Last synced: 15 Nov 2024

https://github.com/tole-k/turbo-ml

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: 15 Nov 2024

https://github.com/deepmancer/tweet-disaster-detection

fine-tuned BERT and scikit-learn models for real-time classification of disaster-related tweets, using TensorFlow, Keras, and Transformers. .

bert bert-fine-tuning classification fine-tuning huggingface-transformers keras keras-tensorflow natural-language-processing nlp scikit-learn tensorflow tensorflow2 tokenizer transformers

Last synced: 02 Nov 2024

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: 27 Oct 2024

https://github.com/chinaskidev/ml-prediccion-lluvia-brazil

MLOps, usando Docker,Airflow,tensorflow,streamlit

python3 scikit-learn streamlit tensorflow

Last synced: 10 Nov 2024

https://github.com/alexandregazagnes/scikit-transformers

Very usefull package to enable and provide custom transformers such as LogColumnTransformer, BoolColumnTransformers and others fancy transformers.

data data-science log python scikit-learn transformer

Last synced: 11 Oct 2024

https://github.com/rubydamodar/loan-approval-prediction-

Loan approval prediction is a popular machine learning project, especially in the banking and finance industry. The goal of this project is to build a predictive model that can determine whether a loan application will be approved or not based on the applicant's information such as income, credit history, and loan amount.

ai-in-finance banking classification classification-internal credit-risk data-science exploratory-data-analysis feature-engineering financial-analytics loan-approval machine-learning matplotlib pandas predictive-modeling python scikit-learn seaborn visualization

Last synced: 31 Oct 2024

https://github.com/zackakil/iris-dataset-3d-marbles

What if every row/flower from the Iris dataset was represented as a marble in a physics simulation? Using Scikit-Learn with Blender to render the iris dataset in 3d and create a physical simulation of a marble machine to classify the dataset.

3d blender data-visualization flower iris-dataset machine-learning physics-simulation scikit-learn

Last synced: 13 Nov 2024

https://github.com/queirozfcom/python-ds-util

Collection of useful helper methods for interactive data science work in python. Usually on jupyter notebooks, using the basic python scientific stack.

data-science matplotlib pandas python scikit-learn utils

Last synced: 11 Oct 2024

https://github.com/gsganden/model_inspector

A uniform interface to a curated set of methods for inspecting machine learning models

data-science machine-learning scikit-learn visualization

Last synced: 11 Oct 2024

https://github.com/tma15/bunruija

A text classification toolkit

neural-networks pytorch scikit-learn text-classification

Last synced: 11 Oct 2024

https://github.com/senior-sigan/ml_workshop_2017.06.10

Small workshop on solving dota2 competition

kaggle-competition machine-learning scikit-learn

Last synced: 16 Nov 2024

https://github.com/katharineshapcott/rank-similarity

Rank Similarity is a set of nonlinear classification and transform tools for large datasets.

classification machine-learning nonlinear scikit-learn transformer

Last synced: 10 Oct 2024

https://github.com/jbeno/datawaza

Data science tools for exploration, visualization, and model iteration.

data-science dataviz machine-learning matplotlib pandas scikit-learn seaborn

Last synced: 10 Oct 2024

https://github.com/nazchanel/fake-news-detection-webapp

A Flask webapp that detects fake news with a given text input using the power of Natural Language Processing. Deployment on Heroku failed due to the program's large memory consumption.

data-science dataset keras keras-tensorflow machine-learning natural-language-processing nlp nlp-machine-learning python scikit-learn tensorflow

Last synced: 09 Nov 2024

https://github.com/victormotogna/irislogisticregression

Iris Dataset Logistic Regression - scikit learn version & from scratch

data-science iris-dataset logistic-regression python scikit-learn

Last synced: 09 Dec 2024

https://github.com/rvandewater/recipys

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

data-science pandas python scikit-learn tidymodels

Last synced: 10 Oct 2024

https://github.com/caiocarneloz/scyred

Automatic sklearn parameter tuning with bio-inspired algorithms

bio-inspired library parameter-tuning scikit-learn

Last synced: 11 Nov 2024

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: 09 Dec 2024

https://github.com/kingabzpro/fastapi-for-ml

Building a simple FastAPI application for model inference.

fastapi jinja2-templates machine-learning scikit-learn

Last synced: 10 Oct 2024

https://github.com/arnoldgaius/text_classifier

基于sklearn的文本分类器 Text classifier based on sklearn

pypi scikit-learn text-classifier

Last synced: 16 Nov 2024

https://github.com/matsunagalab/lecture_ml

Google colab notebooks used in a lecture on machine learning

lecture notebooks pymc scikit-learn torch

Last synced: 19 Nov 2024

https://github.com/tikam02/wine-shop

Wine Reviews and Recommendation Engine - Web-Application [Django]

django machine-learning numpy pandas python recommender-system scikit-learn wine

Last synced: 01 Nov 2024

https://github.com/juliandavidmr/machinelearningscikit

Clasificador de flores mediante aprendizaje supervisado

neural-network python scikit-learn sklearn

Last synced: 09 Nov 2024

https://github.com/tsg405/applied-machine-learning-in-python

This Repo contains - Starter files, Coursework, Programming Assignments for the course --> Applied Machine Learning in Python, University of Michigan [COURSERA]

applied-machine-learning assignment classification coursera data-science fruit-dataset machine-learning matplotlib-pyplot numpy pandas python quiz regression scikit-learn scipy seaborn supervised-machine-learning university-of-michigan unsupervised-machine-learning

Last synced: 27 Nov 2024

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: 09 Nov 2024

https://github.com/sayakpaul/floydhub-k_means-blog

Contains the Jupyter Notebook made for a FloydHub article on K-Means

numpy pandas scikit-learn yellowbricks

Last synced: 28 Dec 2024

https://github.com/sayakpaul/patients-conversation-detector

Contains my experiments for ZS's hiring hackathon (II).

data-science keras machine-learning nlp python scikit-learn text-classification

Last synced: 28 Dec 2024

https://github.com/houseofai/french-realestate-price-prediction

Machine Learning appliqué aux Valeurs Foncières Française

google-colab machine-learning opendata scikit-learn

Last synced: 09 Nov 2024

https://github.com/alfredfrancis/jarvis2.0

An intelligent Home automation system using Internet of Things and Machine learning

flask internet-of-things machine-learning php python raspberry-pi scikit-learn

Last synced: 15 Dec 2024

https://github.com/sayakpaul/bentoml-explorations

Contains my experiments made with the mighty library BentoML

bentoml python rest-api scikit-learn tensorflow zomato

Last synced: 28 Dec 2024

https://github.com/csinva/trees-to-networks

Bridging random forests and deep neural networks. Partial implementation of "Neural Random Forests" https://arxiv.org/abs/1604.07143

artificial-intelligence classification decision-tree decision-tree-classifier deep-learning machine-learning machinelearning neural-network neural-networks paper-implementations python pytorch random-forest scikit-learn statistics

Last synced: 15 Dec 2024

https://github.com/kamomille/titanic

Auriez vous survécu au naufrage du Titanic ?

data-science jupiter-notebook machine-learning scikit-learn titanic

Last synced: 15 Dec 2024

https://github.com/rajaprerak/ml_dl_webapp

Machine learning and Deep learning project

flask heroku keras knearest-neighbors python scikit-learn tensorflow

Last synced: 25 Dec 2024

https://github.com/pateash/kisanmitra-python

Python Machine learning Utility for Kisanmitra Web App

jupyter-notebook machine-learning python scikit-learn

Last synced: 21 Nov 2024

https://github.com/labrijisaad/monthly-daily-energy-forecasting-docker-api

This repository houses an Energy Forecasting API that uses Machine Learning to predict daily and monthly energy consumption from historical data. It's designed as a practical demonstration of a Machine Learning Engineering workflow, from initial analysis to a deployable API packaged with Docker.

api docker docker-volume jupyter-notebooks machine-learning makefile python random-forest scikit-learn xgboost

Last synced: 25 Dec 2024

https://github.com/stewartpark/scikit-small-ensemble

scikit-small-ensemble is a library to make your ensemble models(Random Forest Classifier, etc) have a small memory footprint/usage.

compression ensemble-learning lz4 mmap random-forest-classifier scikit-learn

Last synced: 21 Nov 2024

https://github.com/vartikaraj2512/dsml-internship-devtown-notebooks-

🌟 Data Science & Machine Learning Internship Projects 📊 Explore a curated collection of DS & ML notebooks covering topics like regression models, clustering, NLP, and deep learning. Dive into real-world projects such as price prediction, sentiment analysis, and customer segmentation. This repository reflects modern data-driven industry solutions

data-science filehandling googlecolab json kaggle keras machine-learning matplotlib numpy pandas python scikit-learn seaborn sql tensorflow

Last synced: 31 Oct 2024

https://github.com/boemer00/netflix

We’re helping Netflix decide what content their users enjoy. By modelling a relationship between features and user scores we can predict how well-received new content will be, before spending on licences-- reducing the risk of buying dud content.

data-engineering machine-learning netflix pipelines python regression scikit-learn

Last synced: 22 Nov 2024

https://github.com/ejw-data/ml-myopia

A variety of machine learning techniques used to identify nearsighted patients

cross-validation gridsearchcv imbalanced-classification kmeans knn machine-learning pca pipeline python random-forest scikit-learn svc tensorflow tsne

Last synced: 21 Nov 2024

https://github.com/zehuichen123/ml_algorithm

Codes for book <Machine Learning Algorithm>

machine-learning scikit-learn

Last synced: 16 Nov 2024

https://github.com/christoph/robics

Automatic detection of robust parametrizations for LDA and NMF. Compatible with scikit-learn and gensim.

gensim lda natural-language-processing nmf robust-parametrizations scikit-learn topic-modeling topic-models

Last synced: 14 Oct 2024

https://github.com/dllllb/ml-pipelines-tutorial

SciKit-Learn vs Apache Spark pipelines

machine-learning scikit-learn spark

Last synced: 18 Nov 2024

https://github.com/klane/springboard

Springboard Data Science Career Track assignments

data-science jupyter-notebook pyspark python scikit-learn springboard sql

Last synced: 31 Oct 2024

https://github.com/farahibrar/programming-in-python

Explore a comprehensive collection of Python programming for diverse data analysis and data science projects. This repository covers data exploration, visualization, statistical analysis, machine learning, NLP, and model deployment. Perfect for enthusiasts looking to delve into practical examples and advanced techniques.

beautifulsoup dataanalysis docker flask folium jupyter-notebook machine-learning matplotlib nltk numpy pandas python pytorch scikit-learn scikitlearn scipy seaborn spacy statsmodels tensorflow

Last synced: 06 Dec 2024

https://github.com/greed2411/asf

Anti Spam Filter, a spam filter 🗃️ which uses a model made out of MultinomialNB algorithm 👈 from scikit-learn 🐍 to classify spam and complaints.

algorithm asf dataset joblib maintenance passes-complaints scikit-learn spam spam-filter vit-university

Last synced: 17 Nov 2024

https://github.com/thenorthkun/twitter-gender-text-analysis

This Project contains a vivid analysis of texts, words (using NLP) typed by Male & Female users active on Twitter. 🐦👨📝

analysis data-visualization natural-language-processing scikit-learn

Last synced: 30 Nov 2024

https://github.com/ansh-info/incognito

Inspired by Google's Foobar challenge. It automates secretive candidate selection based on online activity, provides timed coding challenges, and allows hiring managers to evaluate submissions

api docker docker-compose javascript jupyter-notebook kmeans leetcode logistic-regression machine-learning machinelearning mysql python3 react reactjs scikit-learn selection-algorithms supervised-learning webdevelopment

Last synced: 30 Nov 2024

https://github.com/lugq1990/automl-engine

3 lines of code for automate machine learning for classification and regression

auto-ml automl machine-learning random-forest scikit-learn xgboost

Last synced: 27 Oct 2024

https://github.com/oneapi-src/purchase-prediction

AI Starter Kit for Purchase Prediction model using Intel® Extension for Scikit-learn*

machine-learning scikit-learn

Last synced: 05 Nov 2024

https://github.com/oneapi-src/powerline-fault-detection

AI Starter Kit for detect faulty signals in power line voltage using Intel® Extension for Scikit-learn*

machine-learning scikit-learn

Last synced: 05 Nov 2024

https://github.com/manena/sp-sentiment-analysis

Sentiment Analysis in Python trained with Amazon Spain reviews in Spanish

jupyter-notebook machine-learning nltk nltk-library python-3-5 pyton scikit-learn sentiment-analysis

Last synced: 22 Dec 2024

https://github.com/ammaryasirnaich/deeplearning_playland

This repository contains Docker Image files, which support the common frameworks required for Deep learning implementation. The images support both the latest GPU (Nvidia CUDA) and CPU processors.

cuda cuda11 cudnn cudnn8 deep-learning docker docker-image dockerfile gpu kersa opencv pytorch pytorch-cnn scikit-learn tensorflow2

Last synced: 15 Dec 2024

https://github.com/luca-parisi/m_arcsinh

m-arcsinh: A Reliable and Efficient Function for Supervised Machine Learning (scikit-learn, TensorFlow, and Keras) and Feature Extraction (scikit-learn)

activation activation-function activation-functions activations arcsinh classification dimensionality-reduction feature-extraction keras keras-tensorflow machine-learning machinelearning mlp mlp-classifier neural-network python scikit-learn svm svm-classifier tensorflow

Last synced: 30 Oct 2024

https://github.com/ptyadana/iris-flower-ml-app

iris flower predictions Machine Learning app using Tensorflow, Keras, ScikitLearn, Flask deployed on Heroku

flask heroku keras machine-learning scikit-learn tensorflow2

Last synced: 15 Nov 2024

https://github.com/gautam-j/neuralnets

Website developed using Django Web Framework. Hosts several trained Neural Networks and ML models.

django keras-tensorflow machine-learning neural-network scikit-learn tensorflow

Last synced: 19 Nov 2024

https://github.com/madeyoga/machine-learning

Tensorflow & scikit-learn examples

numpy pandas scikit-learn tensorflow

Last synced: 15 Nov 2024

https://github.com/vopaaz/learning-utility

Assist small-scale machine learning.

data-science machine-learning pandas python3 scikit-learn

Last synced: 13 Oct 2024

https://github.com/vhnegrisoli/materiais-pos-graduacao

Repositório com scripts e notebooks utilizando Python 3 e bancos de dados relacionais e não-relacionais (Oracle, MongoDB, Redis, Neo4J) como estudo para a Pós-Graduação em Data Science & Big Data pela Pontifícia Universidade Católica de Minas Gerais (PUC-MG)

business-intelligence data-science dataviz jupyter-notebook matplotlib mongodb pandas powerbi python scikit-learn

Last synced: 11 Nov 2024

https://github.com/yinleon/s3

s3 helpers for reading files to/from pandas dataframes, moving files between buckets, and persisting scikit-learn classifiers.. all in s3.

pandas-dataframe s3 scikit-learn

Last synced: 11 Oct 2024

https://github.com/oneapi-src/customer-segmentation

AI Starter Kit for Customer Segmentation for Online Retail using Intel® Extension for Scikit-learn*

machine-learning scikit-learn

Last synced: 05 Nov 2024

https://github.com/azrdev/sklearn-seco

Implementation of the *Separate and Conquer* / *Covering*-Algorithm for scikit-learn

covering machine-learning scikit-learn sklearn

Last synced: 21 Dec 2024

https://github.com/34j/sklearn-utilities

Utilities for scikit-learn. Append prediction to x, append prediction to x single, append x prediction to x, compose var estimator, data frame wrapper, drop by noise prediction, drop missing rows y, dummy regressor var, estimator wrapper base, excluded column transformer pandas, feature union pandas, id transformer, included column transformer pand

catboost feature-engine feature-engineering multioutput pandas pca python pytorch regression scikit-learn sklearn sklearn-compatible skorch torch tqdm

Last synced: 22 Oct 2024

https://github.com/crispengari/keras-api

💎 Introduction to Keras API and TensorFlow for Researchers

ai deep-learning jupyter-notebook keras machine-learning matplotlib numpy python scikit-learn tensorflow

Last synced: 16 Dec 2024

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: 09 Dec 2024

https://github.com/janasunrise/ml-guide-and-implementation

This repository contains the predictions, and plots for the datasets included in the scikit learn library by default and also some other datasets from kaggle or other sources.

machine-learning ml python3 scikit scikit-learn scikitlearn-machine-learning sklearn

Last synced: 15 Oct 2024

https://github.com/marcusosterberg/triage-at-home

ML-testprojekt för att använda NLP-teknik för att klassificera, ge beslutsstöd och erbjuda självtriage på distans

artificial-intelligence machine-learning nlp nlp-machine-learning nltk scikit-learn

Last synced: 23 Nov 2024

https://github.com/erp12/sklearn-symbolic-regression

Stack based symbolic regression using Scikit-learn estimator base classes.

genetic-programming python scikit-learn sklearn symbolic-regression

Last synced: 14 Nov 2024

https://github.com/34j/lightgbm-callbacks

A collection of LightGBM callbacks. (DART early stopping, tqdm progress bar)

dart early-stopping hacktoberfest lgbm lightgbm lightgbm-dart scikit-learn sklearn sklearn-compatible tqdm

Last synced: 22 Oct 2024

https://github.com/udityamerit/python-librearies-for-data-science

Python libraries for data science enable efficient data manipulation, analysis, and modeling. Key libraries include NumPy for numerical computing, pandas for data handling, Matplotlib for visualization, Scikit-learn for machine learning, TensorFlow for deep learning, and BeautifulSoup/requests for web scraping. These libraries simplify complex data

beautifulsoup data data-science data-science-libraries machine-learning matplotlib numpy pandas requests scikit-learn scikitlearn-machine-learning tensorflow

Last synced: 08 Nov 2024

https://github.com/dineshh912/machine-learning

Machine Learning basic model building with sci kit and create algorithm from scratch and many more

algorithm machine-learning python3 rnn-tensorflow scikit-learn tensorflow

Last synced: 13 Nov 2024

https://github.com/devamoghs/pos-tagger-nltk-scikit-learn

Part-Of-Speech Tagger using custom trained models, implemented with Scikit-Learn and NLTK

machine-learning natural-language-understanding nltk-library part-of-speech-tagger pos-tagger scikit-learn

Last synced: 20 Dec 2024

https://github.com/gxuravkumar911/tubedigest

Demonstrating expertise in Python and Django, TubeDigest is a robust web application that leverages NLTK and YouTube API for AI-powered video summarization.

artificial-intelligence django machine-learning natural-language-processing nltk python scikit-learn text-analysis tf-idf web-development

Last synced: 10 Oct 2024

https://github.com/sa-y-an/omrnet

Neural Networks to evaluate OMR Sheets

computer-vision neural-network quantization scikit-learn tensorflow

Last synced: 04 Dec 2024

https://github.com/mindful-ai-assistants/credit-card-prediction

💳 This repository focuses on building a predictive model to assess the likelihood of credit card defaults. The project includes data analysis, feature engineering, and machine learning to provide accurate default predictions.

artificial-intelligence data-analysis data-science jupyter logistic-regression machine-learning predictive-modeling python3 scikit-learn

Last synced: 09 Dec 2024

scikit-learn Awesome Lists
awesome-python-data-science 379 awesome-deepnote 41
scikit-learn Categories
Other Awesome Lists 62 General 31 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