Ecosyste.ms: Awesome
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.
- GitHub: https://github.com/topics/scikit-learn
- Wikipedia: https://en.wikipedia.org/wiki/Scikit-learn
- Repo: https://github.com/scikit-learn/scikit-learn
- Created by: David Cournapeau
- Released: January 05, 2010
- Related Topics: scikit, python,
- Aliases: sklearn,
- Last updated: 2025-02-02 00:26:48 UTC
- JSON Representation
https://github.com/guoshijiang/scikit-learn
带你一起学习scikit-learn
nlp-machine-learning scikit-learn
Last synced: 24 Jan 2025
https://github.com/nemeslaszlo/heart-disease
Heart disease classification project with different models (LogisticRegression, KNeighboursClassifier, RandomForestClassifier) and detailed reports.
classification knearest-neighbor-classifier logistic-regression mathplotlib numpy pandas randomforest-classification scikit-learn seaborn
Last synced: 29 Jan 2025
https://github.com/bala-1409/foreign-exchange-rate-time-series-data-science-project
This project will use time series analysis to forecast the exchange rate between the euro and the US dollar. The project will use a variety of statistical techniques, such as ARIMA to model the data and forecast the exchange rate.
data-analysis data-science data-visualization datapreprocessing eda exploratory-data-analysis forecasting machine-learning-algorithms model modelfitting predictive-modeling python3 scikit-learn statsmodels time-series time-series-analysis
Last synced: 27 Jan 2025
https://github.com/shubhranpara/heart-disease-predictor
I have created this project as my Python term assignment. In this project I have trained a ML model to predict the heart disease using Scikit-learn library in python.
google-colab jupyter-notebook machine-learning medical prediction-model python scikit-learn
Last synced: 02 Jan 2025
https://github.com/burhanahmed1/data-analysis-with-python
Data-Acquisition and Basic Insights, Data Wrangling, Exploratory Data Analysis (EDA), and Training Prediction Models(Machine Learning) on two datasets.
data-analysis data-aquisition data-insights data-science data-wrangling dataanalytics datascience-machinelearning eda exploratory-data-analysis machine-learning-models matlpotlib numpy pandas practice-programming prediction-model python scikit-learn scikitlearn-machine-learning seaborn
Last synced: 06 Jan 2025
https://github.com/anoopgeorge418/my-learnings
Learning Topics Related Data-Science and Web-Development From Complete Scratch.
bokeh bootstrap css folium html matplotlib numpy pandas plotly python scikit-learn seaborn
Last synced: 07 Jan 2025
https://github.com/kr1shnasomani/greendetect
Detection of plant diseases using CNN (ResNet50 architecture)
computer-vision deep-learning keras neural-network numpy opencv pandas scikit-learn seaborn tensorflow
Last synced: 19 Dec 2024
https://github.com/docsallover/spam-detection
Building a Spam Filter with Python: Using Machine Learning to Combat Spam
datascience flask jinja2 machine-learning numpy numpy-library pandas pandas-python python python3 scikit-learn
Last synced: 29 Jan 2025
https://github.com/jalfr3d/wikipedia-chatbot
Simple wiki chatbot without UI
chatbot-python machine-learning nltk-python python python-bot scikit-learn wikipedia-chatbot wikipedia-library
Last synced: 08 Jan 2025
https://github.com/hayatoy/gcpml-notebook
Dockerfile with Jupyter Machine Learning environment plus Google Cloud SDK
dockerfile google-cloud-platform jupyter scikit-learn tensorflow
Last synced: 02 Jan 2025
https://github.com/i-am-nolan25/bells-palsy-ml-research
A Machine Learning Model to Grade the Severity of Bell's Palsy
artificial-intelligence dlib healthtech jupyter-notebook machine-learning matplotlib numpy opencv pandas python research scikit-learn scipy
Last synced: 16 Jan 2025
https://github.com/francescopaolol/decisiontree
About classify iris plants into three species in this classic dataset
decision-tree-classifier jupyter-notebook kaggle machine-learning ml pandas scikit-learn
Last synced: 22 Dec 2024
https://github.com/akhand-pratap-tiwari/sentiment-analysis-on-reviews-using-linear-svc-and-tf-idf
Sentiment Analysis using Linear SVC and TF-IDF.
machine-learning natural-language-processing nltk scikit-learn sentiment-analysis text-classification
Last synced: 29 Jan 2025
https://github.com/ahasannn/real-time-expression-detector
A Real Time Expression Detector using Python and Machine Learning
csv expression-detection-from-cam gradient-boosting logistic-regression machine-learning-algorithms mediapipe numpy opencv pandas python random-forest ridge-classifier scikit-learn
Last synced: 05 Jan 2025
https://github.com/g-eoj/cv-tl-keras
Use the cross validation functions from scikit-learn to evaluate image classification transfer learning with Keras models.
cross-validation keras numpy scikit-learn transfer-learning
Last synced: 21 Jan 2025
https://github.com/catlikeflyer/rsp-recognition
A computer vision project to recognize thumbs up
machine-learning mediapipe-hands python scikit-learn
Last synced: 21 Jan 2025
https://github.com/sanjaradylov/scikit-fallback
Machine Learning with a Reject Option
fallback-classification machine-learning scikit-learn selective-classification
Last synced: 11 Oct 2024
https://github.com/chrislemke/scikit-tabtrans
TabTransformer ready for Scikit learn 🧑🔬
deep-learning machine-learning python scikit-learn transformer
Last synced: 09 Nov 2024
https://github.com/idaraabasiudoh/knn-customer-classification
Labels telecommunication customer base to respective groups to determine service type required for each customer.
data-analysis jupyter-notebook machine-learning pyhton3 scikit-learn
Last synced: 14 Jan 2025
https://github.com/jordandeklerk/pygridge
A scikit-learn compatible Python package for data-driven group regularized ridge regression
python regression regularized-regression scikit-learn
Last synced: 19 Dec 2024
https://github.com/lechemi/machine-learning-vademecum
Un notebook contenente nozioni di base ed esempi pratici in python sul machine learning.
machine-learning python scikit-learn
Last synced: 19 Dec 2024
https://github.com/george-gca/ai_papers_search_tool
Automatic paper clustering and search tool by fastext from Facebook Research
fasttext fasttext-embeddings fasttext-python nlp python scikit-learn
Last synced: 14 Jan 2025
https://github.com/dinhanhx/determination
Scripts to set global random for some machine learning framework
determination deterministic keras pytorch randomness scikit-learn tensorflow2
Last synced: 28 Jan 2025
https://github.com/ansh-info/industrial-scale-penicillin-simulation
Optimizing industrial-scale penicillin production using machine learning and data analysis.
jupyter-notebook machine-learning matplotlib numpy pandas python scikit-learn
Last synced: 28 Jan 2025
https://github.com/haloapping/ml-with-me
Kalo dengar istilah ML, biasanya rada ambigu. Soalnya punya beberapa kepanjangan, seperti Mobile Legend, Makan Lontong, dan lain-lain. Tapi pada repo ini membahas Machine Learning :)
ml pusing python3 scikit-learn stress tau-ah-gelap
Last synced: 06 Jan 2025
https://github.com/haloapping/ml-workflow
Template alur kerja machine learning.
mahine-learning numpy pandas python3 scikit-learn
Last synced: 06 Jan 2025
https://github.com/grachale/predict_pass_exam
Creating AdaBoost classifier with decision trees for predicting whether a student will pass or fail an exam (classification) based on the number of study hours and their scores in the previous exam.
adaboost cross-validation decision-tree jupyter-notebook matplotlib python scikit-learn seaborn
Last synced: 13 Jan 2025
https://github.com/kostasereksonas/ids_test
Code for intrusion detection system based on "Intrusion Detection System Using Machine Learning Algorithms" tutorial on Geeksforgeeks and Intrusion Detection on NSL KDD Github repository.
ids intrusion-detection intrusion-detection-system nsl-kdd-dataset numpy pandas python scikit-learn tensorflow
Last synced: 16 Jan 2025
https://github.com/7irelo/regressor-model
Video Game Sales Prediction using Decision Tree Regression
joblib matplotlib numpy pandas scikit-learn
Last synced: 13 Jan 2025
https://github.com/priyanshulathi/url-based-web-phishing-detection-model
A machine learning project for detecting phishing URLs by extracting key features from web addresses and applying various classification algorithms to identify potential threats effectively.
decision-tree knn logistic-regression machine-learning python random-forest scikit-learn
Last synced: 22 Jan 2025
https://github.com/udityamerit/all_mlpackages
The `all_MLpackage` is a Python tool for breast cancer detection using scikit-learn's machine learning algorithms. It automates model training, generates accuracy comparisons, and helps identify the best-performing algorithm for diagnosis.
classification knn-algorithm logistic-regression machine-learning numpy pandas scikit-learn svm-model
Last synced: 31 Oct 2024
https://github.com/akashshnkr/multi-disease-prediction
Developed and integrated three machine learning models for predicting diabetes, Parkinson's, and heart disease into a Streamlit-based web application. The interface allows users to input data and receive accurate health predictions, enhancing early detection and healthcare outcomes.
logistic-regression machine-learning-algorithms numpy pandas python scikit-learn streamlit-webapp svm
Last synced: 22 Jan 2025
https://github.com/flysirin/adstextclassification
Classification of advertisements by topic
docker excel flask pandas python pytorch scikit-learn
Last synced: 22 Jan 2025
https://github.com/grachale/predict_life_expect
Predicting life expectancy (regression) with usage of custom random forest, linear regression and decision tree regressor from scikit-learn.
decision-tree-regression jupyter-notebook linear-regression pandas python random-forest regression scikit-learn
Last synced: 13 Jan 2025
https://github.com/witch-world/iris-flower-classification-decision-tree-classifier
ai algorithms artificial-intelligence decision-tree decision-tree-classifier machine-learning machine-learning-algorithms machinelearning-python matplotlib numpy numpy-arrays pandas pandas-dataframe pandas-python python python3 scikit-learn
Last synced: 15 Jan 2025
https://github.com/yvesemmanuel/machine_learning
Implements data problems solved with machine learning algorithms.
data-science keras keras-tensorflow linear-algebra machine-learning neural-network python scikit-learn
Last synced: 16 Jan 2025
https://github.com/kohlerhector/trex-tree-reward-exploration
Using Tree estimators of the MDP models to then count leaves grouping similar transitions and do count-based exploration.
decision-trees drl exploration rl scikit-learn stable-baselines3
Last synced: 30 Dec 2024
https://github.com/grachale/predict_titanik
Predicting the survival of Titanic passengers (binary classification) with usage of decision tree and KNN from scikit-learn.
classification decision-tree-classifier knn-classifier matplotlib pandas python scikit-learn titanic-survival-prediction
Last synced: 13 Jan 2025
https://github.com/mnitin-reddy/reducing-review-overhead-with-ml-based-application-screening
A machine learning classification project to filter out low-probability visa applications using historical data. It features an end-to-end implementation with CI/CD on AWS, achieving 93% accuracy with a KNN model optimized through Optuna, alongside integration of MLOps tools like Evidently and MLflow.
aws docker githubactions hypothesistesting machinelearning matplotlib mlflow mlops mongodb numpy optuna pandas python scikit-learn seaborn
Last synced: 23 Dec 2024
https://github.com/jesly-joji/house-price-prediction
House Price Prediction using Linear Regression with Scikit-learn and Flask
Last synced: 22 Jan 2025
https://github.com/pockerman/tech3python
Collection of Python based algorithms on numerics, statistics, control etc
algorithms control estimation kalman-filter machine-learning numerical-methods particle-filter python3 scikit-learn statistics
Last synced: 06 Jan 2025
https://github.com/kookmin-sw/capstone-2023-29
자리있어? - 경기도 광역버스 좌석예측 시스템
fastapi lstm postgresql python3 pytorch react scikit-learn sqlalchemy
Last synced: 13 Nov 2024
https://github.com/colinwu0403/heartbpmusic
Music discovery platform that recommends you a song based on your heart's BPM and your mood using Machine Learning.
django neurokit2 scikit-learn spotify-web-api vuejs
Last synced: 22 Jan 2025
https://github.com/khadkarajesh/wine-prediction
White and Red Wine classification using logistic regression
airflow airflow-dags classification classification-algorithm data-science dataingestion evidently flask logistic-regression logistic-regression-algorithm machine-learning machine-learning-pipeline mlflow numpy pandas pipeline postgresql python scikit-learn supervised-learning
Last synced: 13 Jan 2025
https://github.com/mpolinowski/manifold-learning-for-image-segmentation
Use Manifold Learning, Mapping and Discriminant Analysis to Visualize Image Datasets
fisher-discriminant-analysis image-segmentation isomap locally-linear-embedding principal-component-analysis python scikit-learn
Last synced: 28 Jan 2025
https://github.com/ayushshahh/fespn
A neural network made to predict final exam scores of students
mlp mlp-regressor multilayer-perceptron neural-network prediction-model scikit-learn
Last synced: 02 Feb 2025
https://github.com/dhairyac/student-performance-analysis
Analyze and visualize features affecting student performance
decision-tree-classifier logistic-regression matplotlib numpy pandas random-forest-classifier scikit-learn seaborn
Last synced: 22 Jan 2025
https://github.com/elcorto/gp_playground
Explore selected topics related to Gaussian processes
gaussian-processes gpy gpytorch kernel-ridge-regression machine-learning scikit-learn tinygp
Last synced: 26 Jan 2025
https://github.com/anans9/ham-spam-analysis
A significant aspect of this application is its advanced ham and spam analysis system. This feature is crucial in maintaining the integrity and quality of the email content.
flask matplotlib pandas python scikit-learn
Last synced: 28 Dec 2024
https://github.com/bhimrazy/iris-species-prediction-using-decision-tree-algorithm-grip
Iris Species Intelligence: Classifying Iris Species with Confidence using Decision Trees | The Sparks Foundation: GRIP
decision-tree-classifier fastapi gripjan23 machine-learning python scikit-learn sparkfoundation
Last synced: 17 Jan 2025
https://github.com/mpolinowski/isometric-mapping
Non-linear dimensionality reduction through Isometric Mapping
isomap matplotlib-pyplot python scikit-learn
Last synced: 28 Jan 2025
https://github.com/somjit101/nlp-casestudy-quora-question-similarity
An application of NLP and classical ML algorithms to an interesting real-world use case of predicting similarity between two questions on Quora. This allows the platform to combine similar questions into one and combine their answers to avoid duplication and unnecessary confusion.
cross-validation feature-engineering feature-extraction gradient-boosting kaggle logistic-regression machine-learning model-calibration natural-language-processing nlp quora-question-pairs scikit-learn svm text-mining xgboost
Last synced: 16 Jan 2025
https://github.com/prashver/titanic-survival-prediction
This project tackles the Titanic challenge on Kaggle, predicting passenger survival based on variables like age, sex, and passenger class. The Jupyter notebook covers essential steps of a data science pipeline, including exploratory data analysis, data cleaning, feature engineering, and modeling. The dataset used is the Titanic dataset.
classification-algorithm machine-learning-algorithms matplotlib numpy pandas scikit-learn seaborn
Last synced: 14 Jan 2025
https://github.com/somjit101/nyc-taxi-demand-prediction
This is a Time Series Forecasting and Regression solution to project the no. of pick-ups at and around a given region at a given time in the city of New York, USA.
baseline-model clustering dask dask-dataframes data-cleaning data-visualization exponential-moving-average fft-analysis fourier-transform k-means-clustering new-york-taxi-demand-prediction performance-analysis random-forest-regression scikit-learn time-series-analysis time-series-forecasting xgboost-regression
Last synced: 16 Jan 2025
https://github.com/tynab/lottery
Xổ số kiến thiết
crawl da data-analyst deep-learning dl jupyter-notebook lottery matplotlib numpy pandas pip pip3 py python scikit-learn sklearn tynab xo-so xo-so-kien-thiet yan
Last synced: 07 Dec 2024
https://github.com/karimosman89/legal-document-nlp
Create a tool that uses NLP to extract key information from legal documents, contracts, or agreements.Use NLP techniques for named entity recognition and text classification.Streamline the review process for legal teams by automating information extraction.
nltk python scikit-learn spacy
Last synced: 28 Dec 2024
https://github.com/rakibhhridoy/supportvectormachinein-medical
Support vector machine in medical disease detection. Both linear and non-linear data can be fitted in svm through its kernel specialization In medical we focus on precision or recall rather than accuracy.
diabetes-prediction machine-learning medical precision-medicine recall-precision scikit-learn support-vector-machines svm
Last synced: 25 Dec 2024
https://github.com/jasper-koops/easy-gscv
This library allows you to quickly train machine learning classifiers by automatically splitting the data set and using both grid search and cross validation in the training process.
classification machine-learning python3 scikit-learn
Last synced: 20 Dec 2024
https://github.com/tynab/inferential-statistics
CyberSoft Machine Learning 03 - Inferential Statistics
anaconda anaconda-navigator cybersoft cybersoft-academy inferential-statistics ipynb jupyter-notebook machine-learning machine-learning-03 matplotlib ml ml-03 numpy pandas py python scikit-learn scipy seaborn sklearn
Last synced: 12 Jan 2025
https://github.com/skywalkersam/machine-learning-and-data-science-bootcamp
Getting started with AI & ML!
ai-ml jupyter-notebooks matplotlib ml ml-framework numpy pandas python3 scikit-learn tensorflow
Last synced: 10 Nov 2024
https://github.com/gallo13/neuralnetworks-deeplearning-image-classification-with-cnn
Explore the implementation of CNN with a color image dataset (Project 1)
cnn convolutional-neural-networks gpu-tensorflow jupyter-notebook keras keras-tensorflow numpy python scikit-learn seaborn tensorflow tensorflow2
Last synced: 26 Jan 2025
https://github.com/the-developer-306/house-price-predictor
House Price Predictor: Harnessing machine learning algorithms to forecast housing prices in Boston, empowering buyers and sellers with accurate predictions based on key factors like location, crime rate, rooms, accessibility, and more.
csv ipynb-jupyter-notebook joblib matplotlib numpy pandas python scikit-learn
Last synced: 12 Jan 2025
https://github.com/madhurimarawat/machine-learning-using-python
This repository contains machine learning programs in the Python programming language.
breast-cancer-dataset data-cleaning decision-tree deep-learning iris-dataset kaggle-datasets knn machine-learning-algorithms matplotlib pandas pca python random-forest scikit-learn single-neuron-neural-network supervised-learning supervised-learning-algorithms svm unsupervised-learning-algorithms wine-dataset
Last synced: 14 Nov 2024
https://github.com/jmitander/0xbuilder
0xBuilder Project - High-frequency trading, Front-Running and Back-Running bot.
aave-v3 back-running cryptocurrency ethereum flashbots-mev-protection flashloan front-running geth-node linear-regression machine-learning mev-bots sandwich-attacks scikit-learn snipingbot tradingbot web3py
Last synced: 04 Jan 2025
https://github.com/ondrejhruby/fashion-mnist
Machine Learning Project: Fashion MNIST Classification using Random Forest and PCA for dimensionality reduction.
classification computer-vision data-processing dimensionality-reduction fashion-mnist feature-extraction image-classification machine-learning machine-learning-algorithms pca pca-analysis python random-forest scikit-learn
Last synced: 22 Jan 2025
https://github.com/arnoldchrisoduor1/machinelearning-and-neuralnetworks
Starting out in Machine Learning.
numpy pandas python scikit-learn scipy sql tensorflow2
Last synced: 26 Jan 2025
https://github.com/karan-malik/fakenewsdetection
Using Machine Learning and NLP to segregate the unreliable and reliable news articles
artificial-intelligence fake-news fakenewsdetection machine-learning machine-learning-algorithms natural-language-processing news nlp nlp-machine-learning numpy python python3 scikit-learn scikitlearn-machine-learning
Last synced: 14 Jan 2025
https://github.com/filipspl/bayesian-rf-knime-scikit
Bayesian optimization of RF via scikit in KNIME
bayesian-optimization knime knime-analytics-platform python random-forest scikit-learn
Last synced: 11 Jan 2025
https://github.com/lfenzo/ml-solar-sao-paulo
Implementation of scientific project regarding the use of Machine Learning in Solar Radiation Prediction
forecasting machine-learning python scikit-learn
Last synced: 18 Jan 2025
https://github.com/somenath203/titanic-survival-project-backend
Click the link below to check the swagger documentation of the website live
fastapi pandas python render scikit-learn seaborn titanic-survival-predictor
Last synced: 20 Jan 2025
https://github.com/skekre98/picture-compressor
A tool for compressing images using unsupervised machine learning
kmeans-clustering scikit-learn
Last synced: 22 Jan 2025
https://github.com/zazi2002/machine-learning-project
Introduction to Machine Learning project with the goal of improving the classification performance on a dataset by optimizing the number of features and weak learners.
dimentionality-reduction ensemble-learning numpy pca random-forest scikit-learn
Last synced: 28 Dec 2024
https://github.com/sarthak-1408/rain-fall-prediction
This repository represents the End to End Machine Learning Project (Rain Fall Prediction in Australia).
heroku heroku-deployment machine-learning numpy pandas rain-fall rain-fall-prediction scikit-learn xgboost-algorithm
Last synced: 16 Jan 2025
https://github.com/mramshaw/ml_with_missing_data
How to handle missing or incomplete data
incomplete-data machine-learning matplotlib ml numpy pandas python python3 scikit-learn seaborn sklearn
Last synced: 14 Nov 2024
https://github.com/bestmahdi2/uni__decisiontreesinpythonpredictingdiabetes
A university project designed in Python decision tree for diabetes diagnosis
decision-tree diabetes-prediction graphviz pandas prediction pydotplus python scikit-learn
Last synced: 17 Jan 2025
https://github.com/noahtigner/discoverdaily
A Spotify Recommender System. Trains a Classifier on your musical tastes and recommends songs daily. Uses the Spotify API and scikit-learn for machine learning.
machine-learning recommender-system scikit-learn spotify spotify-api
Last synced: 22 Dec 2024
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: 31 Dec 2024
https://github.com/i30101/mathworks2024
Coding tools for 2024 MathWorks Math Modeling Challenge
machine-learning mathematical-modelling python scikit-learn
Last synced: 12 Jan 2025
https://github.com/gangula-karthik/bank-transaction-classification
Classifying bank transactions with precision—your first step towards smarter finance management 💳🤖📊
finance machine-learning nlp scikit-learn
Last synced: 22 Dec 2024
https://github.com/sakshi2215/email-sms--spam_classifier
nltk-python scikit-learn streamlit-webapp
Last synced: 21 Jan 2025
https://github.com/allanreda/telco-customer-churn-predictor-app
A web-based machine learning application that predicts customer churn using a logistic regression model. Built with Scikit-Learn for model training, Gradio for the user interface, and deployed on Google Cloud App Engine. The app allows users to input customer data and receive predictions on churn risk to support business decision-making.
app-engine data-visualization deployment google-cloud gradio hyperparameter-tuning logistic-regression machine-learning numpy pandas scikit-learn
Last synced: 28 Dec 2024
https://github.com/adi3042/sensor-fault-detection
🔍⚙️ Ensure Reliable Operations! Detect anomalies and prevent disruptions with our Sensor Fault Detection system. Explore advanced classification and regression techniques to identify and address sensor faults effectively. Your path to robust and accurate sensor data begins here! 🚨🔧 SensorFaultTech
classification css datetime fault-detection flask functools html ipykernel jupternotebook machine-learning numpy pandas python3 readme regression scikit-learn sensor setuptools venv
Last synced: 30 Dec 2024
https://github.com/adi3042/credit-card-fault-detection
🔍💳 Secure Your Finances! Detect anomalies and safeguard transactions with our Credit Card Fault Detection system. Dive into cutting-edge classification techniques to identify fraud and protect financial data. Your journey to secure payments starts here! 🚨🔒 FraudDetectionTech
classification credit-card css datetime fault-detection flask functools html ipykernel jupyternotebooks machine-learning numpy pandas python3 readme scikit-learn setuptools venv
Last synced: 30 Dec 2024
https://github.com/mitchmedeiros/mlcompare
Quickly compare machine learning models across libraries and datasets
huggingface-datasets kaggle openml pytorch scikit-learn xgboost
Last synced: 10 Oct 2024
https://github.com/oneapi-src/predictive-asset-health-analytics
AI Starter Kit for Predictive Asset Maintenance using Intel® optimized version of XGBoost
Last synced: 05 Nov 2024
https://github.com/oneapi-src/customer-churn-prediction
AI Starter Kit for customer churn prediction using Intel® Extension for Scikit-learn*
Last synced: 05 Nov 2024
https://github.com/ghoumbadji/analyzing-customer-churn-for-a-telecom-company
The project involves utilizing various machine learning techniques, both supervised and unsupervised, to detect customer churn and identify the key factors contributing to it.
churn-analysis churn-prediction kaggle machine-learning pandas random-forest-classifier scikit-learn
Last synced: 26 Dec 2024
https://github.com/deliprofesor/game-search-volume-prediction-machine-learning-models-and-forecasting
This repository uses machine learning models like Random Forest, XGBoost, LightGBM, and time-series forecasting with Prophet to predict game search volumes. Additionally, Grid Search is applied for hyperparameter tuning of the LightGBM model.
data-cleaning data-science data-visualization feature-selection forecasting-models game-search grid-search hyperparameter-tuning lightgbm machine-learning pandas prophet python random-forest scikit-learn time-series-analysis time-series-forecasting xgboost
Last synced: 26 Dec 2024
https://github.com/gustaminas/ai_primer---flatland
A project from the AI_primer course at Vilnius university.
cnn-keras data-augmentation data-mixup dropout-keras scikit-learn shape-classification
Last synced: 01 Feb 2025
https://github.com/davidcgong/birddog.io
Real estate forecasting using Zillow Research data
forecasting pandas scikit-learn
Last synced: 21 Dec 2024
https://github.com/ledsouza/deep-learning-noticias
Este projeto visa construir dois modelos de Machine Learning: um para classificar notícias em diferentes categorias e outro para realizar o autocomplete de texto, prevendo a próxima palavra em uma frase. O conjunto de dados fornecido consiste em notícias de um site de notícias, já pré-processadas e armazenadas em um arquivo CSV.
deep-learning keras machine-learning python scikit-learn tensorflow
Last synced: 10 Oct 2024
https://github.com/alexliap/sk_serve
Deployment of a Scikit-Learn model and it's column transformations made easy.
machine-learning mlops model-deployment scikit-learn
Last synced: 10 Oct 2024
https://github.com/maxwelllzh/linearizer
Linearizing parameters for linear regression
data-analysis machine-learning scikit-learn
Last synced: 21 Dec 2024
https://github.com/myself-aas/predict-influence-of-social-media-and-other-socio-demographic-factors-on-study-duration
'The Study Duration Prediction Web App' uses machine learning to predict student study time based on factors like GPA, family background, social media engagement, and personal influences. Built with Flask and scikit-learn, it offers personalized insights into how lifestyle choices affect academic performance and study habits.
flask-application machine-learning machine-learning-algorithms prediction-model python scikit-learn scikitlearn-machine-learning webapp
Last synced: 19 Jan 2025
https://github.com/nicolascoiado/mulheres-ti
Este repositório contém um código em Python para analisar a evolução do número de mulheres na área de Tecnologia da Informação (TI) ao longo dos anos. Utilizando pandas para manipulação de dados e scikit-learn para criar um modelo de regressão linear, o objetivo é prever quantas mulheres estarão na TI em 2024 com base em dados históricos.
linear-regression matplotlib pandas python python3 scikit-learn
Last synced: 21 Dec 2024
https://github.com/thammami01/simple-recruitment-ml
Simple recruitment app that allows job posting/application, and viewing regression/classification figures based on entries.
flask matplot-lib mongodb python scikit-learn
Last synced: 14 Jan 2025
https://github.com/adriantomin/bulldozer-price-prediction
Predicting the Sale Price of Bulldozers Using Machine Learning 🚜💰 This project uses machine learning to predict bulldozer sale prices based on historical data from the Kaggle Bluebook for Bulldozers competition. The goal is to minimize the RMSLE between actual and predicted prices.
data-science jupyter-notebook machine-learning matplotlib-pyplot numpy pandas python scikit-learn
Last synced: 10 Oct 2024
