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: 2025-01-08 00:22:48 UTC
- JSON Representation
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/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/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/thananjaya/admission_chance_prediction
Admission Chance Prediction using linear regression, wrapped up using Flask framework
flask linear-regression machine-learning python3 scikit-learn
Last synced: 29 Nov 2024
https://github.com/khanovico/energy-data-analysis
This is the cloud model analyzing real world dataset with BigQuery and other big-data analyzing tools. I implemented docker image for running this app on cross-platform environments.
big-data-processing bigquery docker google-app-engine jupyter-notebook mlflow python scikit-learn seaborn xgboost
Last synced: 10 Oct 2024
https://github.com/5hraddha/optimize-oil-well-locations
In the quest for harnessing valuable energy resources, the OilyGiant mining company wants to expand its operations by discovering new oil well locations. To achieve this, a data-driven approach is adopted, leveraging geological exploration data from three distinct regions and employing techniques in data analysis and modeling.
linear-regression numpy pandas scikit-learn supervised-learning
Last synced: 07 Jan 2025
https://github.com/5hraddha/megaline-plan-recommendations
Megaline is a telecom operator and it offers its clients two prepaid plans, Surf and Ultimate.Megaline has found out that many of their subscribers use legacy plans. They want to develop a model that would analyze subscribers' behavior and recommend one of Megaline's newer plans: Smart or Ultra.
decision-tree-classifier logistic-regression random-forest-classifier scikit-learn supervised-learning
Last synced: 07 Jan 2025
https://github.com/sudarsann27/basic_machine_learning_algorithms
Basic Machine learning algorithms using scikit-learn and other fundamental libraries
data-science data-visualization ensemble-model kaggle numpy pandas scikit-learn supervised-machine-learning
Last synced: 21 Dec 2024
https://github.com/jingjing515/purchase-behavior-analysis
Purchase Behavior Analysis for Targeted Customer Segmentation
clustering-algorithm data-mining machine-learning python scikit-learn
Last synced: 03 Nov 2024
https://github.com/akash-nath29/mnist_test
Handwritten digit recognition API using Scikit-Learn and FastAPI
fastapi machine-learning scikit-learn
Last synced: 10 Oct 2024
https://github.com/rohitpawar001/machine_learning
This repository contains all the machine learning algorithms and the ml concepts.
classification hyperparameter-tuning linear-regression logistic-regression machine-learning naive-bayes numpy pandas python regression scikit-learn smote svm
Last synced: 10 Oct 2024
https://github.com/shaharband/calcofi-oceanographic-analysis
This repository contains an analysis of the CalCOFI (California Cooperative Oceanic Fisheries Investigations) dataset, which represents one of the longest and most complete time series of oceanographic and larval fish data in the world.
pandas regression scikit-learn
Last synced: 27 Dec 2024
https://github.com/sarowarahmed/advertising-sales-app
📈 Advertising Sales Predictor: A web app powered by a Machine Learning model, built with Numpy, Pandas, Scikit-learn, and Streamlit, to forecast sales based on TV, Newspaper, and Online Advertising. Deployed on Streamlit Cloud for real-time, easy-to-use predictions.
advertising app machine-learning multiple-linear-regression numpy pandas sales scikit-learn streamlit
Last synced: 21 Dec 2024
https://github.com/pranav-tank/heart-disease-prediction-model
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-colaboratory jupyter-notebook machine-learning prediction-model python scikit-learn
Last synced: 21 Dec 2024
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
https://github.com/mahdi-meyghani/movie-recommendation-system
A Python-based movie recommendation system utilizing popularity-based, content-based, and collaborative filtering models with data science and machine learning techniques.
data-analysis data-science machine-learning recommendation-system scikit-learn scikitlearn-machine-learning
Last synced: 10 Oct 2024
https://github.com/yaswanth1702/chatbot
natural-language-processing scikit-learn tf-idf-vectorization
Last synced: 21 Dec 2024
https://github.com/pejpero/machine_learning
This repository contains two comprehensive machine learning projects using scikit-learn, demonstrating ensemble learning with a Voting Classifier and the comparison of linear and polynomial regression models on different datasets.
ensemble-learning linear-regression logistic-regression machine-learning polynomial-regression random-forest scikit-learn svm
Last synced: 21 Dec 2024
https://github.com/kavyachouhan/fake-news-detection-dravidian-language
This repository contains the code and resources for a machine learning project focused on detecting fake news in the Malayalam language, developed as part of the IITM-PAN BS AI-ML Challenge.
jupyter-notebook machine-learning numy pandas python scikit-learn
Last synced: 21 Dec 2024
https://github.com/akankshakusf/ml_sensor-data-classification-project
This is my Machine Learning Project for the Master Program
machine-learning machine-learning-algorithms muma onehot-encoding pipline python scikit-learn universityofsouthflorida
Last synced: 21 Dec 2024
https://github.com/chrispsang/customerchurnanalysis
Predicting customer churn using a RandomForestClassifier with detailed EDA, model evaluation, and visualization. Includes a Tableau dashboard for interactive insights.
customerchurn data-analysis data-visualization datapreprocessing machine-learning python scikit-learn tableau
Last synced: 10 Oct 2024
https://github.com/rishavp15/aivshuman_text
In this project make user to decide that the text which is entered in text box is a human generated or a computer generated text.
django pandas python scikit-learn
Last synced: 10 Oct 2024
https://github.com/akhil888binoy/intelligent-supplychain-management-system
Blockchain-powered supply chain management system with ML-driven sales prediction. Streamlines supplier-employee transactions and inventory management. Built with MERN stack, Solidity, and Flask.
blockchain decentralized-payments ethereum express flask foundry hackathon-project inventory-management machine-learning mern-stack mongodb nodejs python react sales-prediction scikit-learn smart-contracts solidity supply-chain-management wagmi
Last synced: 10 Oct 2024
https://github.com/davgiles/ut-austin-data-science-program
This repository contains my projects from the Data Science & Business Analytics Post-Graduate Program through UT Austin.
eda matplotlib numpy pandas python scikit-learn scipy seaborn visualization xgboost
Last synced: 21 Dec 2024
https://github.com/cmdecker95/learning-ml
My first foray into machine learning, comprised of my early undergrad work (circa 2021-2022) 🤓
jupyter-notebook keras machine-learning scikit-learn tensorflow2
Last synced: 21 Dec 2024
https://github.com/szymon-budziak/real_estate_house_prices_prediction
Predicting real estate house prices using various machine learning algorithms, including data exploration, preprocessing, model training, and evaluation.
data-analysis data-preprocessing data-science eda jupyter-notebook machine-learning matplotlib numpy optuna pandas predictive-modeling price-prediction python random-forest regression scikit-learn seaborn
Last synced: 10 Oct 2024
https://github.com/alejoduarte23/si_bayesianmixturemodel
Implementation of a two-stage fast Bayesian system identification for separated Modes. This repository expands the usage of this technique by adding a mixture model fit to obtain modal parameters from the posterior distribution.
matplotlib numpy scikit-learn scipy
Last synced: 10 Oct 2024
https://github.com/jawwad-fida/data-science-salary-estimator
A tool that estimates data science salaries (MAE ~ $ 11K) to help data scientists negotiate their income when they get a job.
data-science machine-learning project scikit-learn
Last synced: 07 Jan 2025
https://github.com/mkdirer/depression-data-analysis
This project analyzes a Kaggle depression dataset using data preprocessing, clustering, classification, and outlier detection techniques. Python libraries like pandas, numpy, matplotlib, seaborn, and scikit-learn are used to extract insights.
classification clustering matplotlib numpy pandas scikit-learn seaborn vizualization
Last synced: 10 Oct 2024
https://github.com/bilgenurbekar/turkishcyberbullying
Contains fine-tuned BERT models and results in the text classification category using Turkish social media data
bert-fine-tuning huggingface-transformers matplotlib numpy pandas python pytorch scikit-learn transformers
Last synced: 10 Oct 2024
https://github.com/mohammad95labbaf/churn-prediction
This project aims to predict customer churn using machine learning algorithms. The project includes data preprocessing, feature engineering, and model evaluation.
adaboost bagging churn churn-analysis churn-prediction decisiontree ensemble-learning knn randomforest scikit-learn sklearn svm voting
Last synced: 10 Oct 2024
https://github.com/chengetanaim/beatrecommendersystembackend
A system for music producers and rappers/singers. I was trying to implement the product recommendation feature for music uploaded by producers. I used the collaborative filtering algorithm to be able to recommend songs to users.
fastapi scikit-learn sqlalchemy unsupervised-learning
Last synced: 10 Oct 2024
https://github.com/fatimaafzaal/car_price_prediction
Trains Random Forest and Gradient Boosting models to predict car prices based on user inputs for various car attributes, evaluating models and making predictions using the best-performing model.
car-price-prediction ensemble-learning gradient-boosting matplotlib numpy pandas random-forest regression regression-models scikit-learn seaborn
Last synced: 15 Nov 2024
https://github.com/simhayn/binary-classification
Alzheimer's disease detection using XGBoost and other prediction models.
alzheimer-disease-prediction binary-classification exploratory-data-analysis mental-health prediction-model python scikit-learn xgboost
Last synced: 27 Dec 2024
https://github.com/sergeimakarovv/energy-data-analytics-ml
Analyzing global data on sustainable energy, predicting CO2 emissions per capita
machine-learning pandas plotly python scikit-learn streamlit
Last synced: 10 Oct 2024
https://github.com/djdhairya/medicine-recommendation-system
csv deep-learning f1-score machine-learning pickle random-forest scikit-learn svc svm
Last synced: 10 Oct 2024
https://github.com/djdhairya/rooftop-solar-detection
data-processing data-science deep-learning eda machine-learning pandas scikit-learn tif
Last synced: 10 Oct 2024
https://github.com/rickcontreras/modelos1
Modelo de clasificación para predecir el desempeño de estudiantes en las Pruebas Saber Pro en Colombia. Incluye análisis exploratorio de datos, preprocesamiento y modelos de machine learning.
classification colombia data-analysis data-science education educational-assessment exploratory-data-analysis jupyter-notebook machine-learning python saber-pro scikit-learn student-performance
Last synced: 10 Oct 2024
https://github.com/alaazameldev/text-based-search-engine
Implementation of a search engine using TF-IDF and Word Embedding-based vectorization techniques for efficient document retrieval
chromadb fastapi gensim-word2vec nltk numpy precision-recall python scikit-learn tf-idf-vectorizer
Last synced: 10 Oct 2024
https://github.com/abhipatel35/automated-machine-learning-pipeline-for-iris-dataset-classification
Automated ML pipeline for Iris dataset classification using Decision Tree. Features PCA dimensionality reduction and standard scaling.
automated-machine-learning classsification data-preprocessing descision-tree dimentionality-reduction end-to-end-ml-workflows iris-dataset machine-learning-pipeline python random-forest scikit-learn
Last synced: 29 Dec 2024
https://github.com/ismaelvr1999/air-quality-clustering
This project focuses on analyzing air quality data and categorizing it into clusters using the K-Means algorithm.
jupyter-notebook machine-learning matplotlib pandas python scikit-learn
Last synced: 10 Oct 2024
https://github.com/presizhai/iris-predictor-fastapi
A web application for predicting the species of Iris flowers using a machine learning model trained with the Iris dataset, with FastAPI, a modern web framework for building APIs.
essemblelearning fastapi python random-forest-classifier scikit-learn uvicorn
Last synced: 01 Nov 2024
https://github.com/lingumd/neural_network_charity_analysis
Machine learning and neural networks used to create a binary classifier capable of predicting whether applicants will be successful if funded by Alphabet Soup.
deep-learning machine-learning matplotlib-pyplot neural-networks onehotencoder pandas scikit-learn seaborn standardscaler tensorflow
Last synced: 22 Nov 2024
https://github.com/abdel-17/facial-recognition
Facial recognition using Machine Learning in Python
machine-learning pca python scikit-learn
Last synced: 25 Dec 2024
https://github.com/gawadx1/heart-disease-prediction
heart disease prediction by Python
heart-disease-prediction knn-classification machine-learning machine-learning-algorithms python random-forest-classifier scikit-learn scikitlearn-machine-learning svm svm-classifier
Last synced: 07 Jan 2025
https://github.com/dragonscypher/feastfinderai
Discover the best dining spots with FeastFinderAI!
folium pandas python scikit-learn sql
Last synced: 07 Jan 2025
https://github.com/djdhairya/football-match-prediction
In this project, we'll predict the winner of football matches in the English Premier League (EPL).
jupyter-notebook machine-learning pandas python3 requests scikit-learn vscode
Last synced: 07 Jan 2025
https://github.com/djdhairya/parkinson-s-disease-detection
datapreprocessing machine-learning modeling numpy pandas scikit-learn svm
Last synced: 07 Jan 2025
https://github.com/bilalm04/email-spam-classifier
A machine learning project that classifies emails as spam or not spam using Logistic Regression, with a deployable Flask API for real-time classification.
api flask jupyter-notebook machine-learning matplotlib nlp numpy pandas python scikit-learn
Last synced: 10 Oct 2024
https://github.com/lingumd/credit_risk_analysis
Machine learning models for predicting credit risk in LendingClub dataset.
balancedrandomforestclassifier classification-report cluster-centroids-undersampling confusion-matrix easyensembleclassifier get-dummies google-colab imbalanced-learn machine-learning matplotlib-pyplot numpy pandas pathlib randomoversampler scikit-learn smote smoteenn
Last synced: 22 Nov 2024
https://github.com/wtbates99/stockprice-predictor
Using Python and machine learning to predict today/tomorrows stock price
algorithmic-trading finance historical-stock-data historical-stock-fundamentals machine-learning python quantitative-analysis quantitative-finance quantitative-trading scikit-learn sklearn stock-prediction stock-price-prediction stocks trading yahoo-finance
Last synced: 07 Jan 2025
https://github.com/andystmc/nextflownyc
Developed a machine learning model (Bidirectional LSTM) to forecast NYC traffic volumes using 10 years of automated traffic count data. Achieved strong predictive accuracy, demonstrating the power of deep learning for urban traffic analysis.
data-analysis data-cleaning data-science data-visualization exploratory-data-analysis feature-engineering hyperparameter-tuning jupyter-notebook lstm-neural-networks machine-learning numpy pandas predictive-modeling python3 scikit-learn tensorflow-keras traffic-flow-forecasting
Last synced: 07 Jan 2025
https://github.com/hmasdev/sklearn-protocols
sklearn-protocols: protocols for sklearn regressors, classifiers and transformers
protocol python python3 scikit-learn
Last synced: 29 Dec 2024
https://github.com/messierandromeda/sentiment-analysis
Sentiment analysis with the IMDB movie review dataset.
imdb-dataset python scikit-learn sentiment-analysis
Last synced: 10 Oct 2024
https://github.com/kiapanahi/handson-machine-learning-book-playground
Sample codes and practices around the book "Hands-On Machine Learning with Scikit-Learn and TensorFlow"
machine-learning python scikit-learn tensorflow
Last synced: 16 Nov 2024
https://github.com/pierrekieffer/datapreprocessing
Custom data preprocessing library made for machine learning
data-preparation data-preprocessing machine-learning preprocessing scikit-learn
Last synced: 13 Dec 2024
https://github.com/viniciusmassari/regressao_linear_multipla
Prediction of a cholesterol exam based in some features about the patient
jupyter jupyter-notebook jupyter-notebooks pandas pandas-dataframe pandas-python pingouin python scikit-learn scikit-learn-python scikitlearn-machine-learning scipy scipy-stats
Last synced: 10 Oct 2024
https://github.com/jofaval/game-of-thrones
Data Analysis and Predictions of the Game of Thrones' character's survivance from 2016
classification data-analysis data-science data-visualization deep-learning game-of-thrones google-colab kaggle keras machine-learning matplotlib python scikit-learn seaborn tensorflow xgboost
Last synced: 09 Dec 2024
https://github.com/shortthirdman/regressomatic-cookbook
Machine Learning Regressor Techniques Explained: A Visual Guide with Code Examples
gradient-boosting-regressor jupyter jupyter-notebook machine-learning machine-learning-algorithms notebook pandas python regression-algorithms scikit-learn
Last synced: 19 Nov 2024
https://github.com/kristishqau/sentimentanalysis_nlp
A project for sentiment analysis of tweets using various NLP techniques and machine learning models.
datascience jupyter-notebook machine-learning nlp nltk python scikit-learn sentiment-analysis xgboost
Last synced: 20 Dec 2024
https://github.com/jianninapinto/bandersnatch
This project implements a machine learning model using Random Forest, XGBoost, and Support Vector Machines algorithms with oversampling and undersampling techniques to handle imbalanced classes for classification tasks in the context of predicting the rarity of monsters.
altair imbalanced-classification imblearn machine-learning mongodb oversampling pycharm-ide pymongo python random-forest-classifier scikit-learn smote support-vector-machines undersampling xgboost
Last synced: 26 Sep 2024
https://github.com/bartventer/ann-loan-default-profiler
Artificial Neural Network built with Tesorflow to predict whether new customer application will repay or default on a new loan.
artificial-neural-network data-visualisation deep-learning exploratory-data-analysis numpy pandas pipelines scikit-learn tensorflow2
Last synced: 24 Dec 2024
https://github.com/bartventer/survival-predictor
A simple machine learning application developed with Django, AWS, Gunicorn and Nginx
aws django ec2 gunicorn linux nginx scikit-learn
Last synced: 24 Dec 2024
https://github.com/30mb1/ml-linear-algorithms
Using linear models for classification.
classification linear-algorithms linear-models machine-learning machine-learning-algorithms matplotlib perceptron quality scikit-learn scikitlearn-machine-learning svm svm-classifier
Last synced: 20 Dec 2024
https://github.com/samkazan/structural_discovery_of_macromolecules_data_analysis
This research project uses machine learning techniques and neural network to uncover key factors that contribute to successful protein structure discovery using Python and R
classification clustering ipython-notebook jupyter-notebook keras-neural-networks keras-tensorflow machine-learning neural-network numpy python r rmarkdown scikit-learn scipy tensorflow
Last synced: 13 Nov 2024
https://github.com/ksasi/smartcab
machine-learning numpy pandas python reinforcement-learning scikit-learn
Last synced: 07 Jan 2025
https://github.com/chris-santiago/tsfeast
A collection of Scikit-Learn compatible time series transformers and tools.
data-science feature-engineering python scikit-learn time-series timeseries-features transformers
Last synced: 14 Dec 2024
https://github.com/pranav-nagpure/dog-breed-prediction-nb
IPython Notebook to build the model for Dog Breed Prediction
ipython-notebook keras-tensorflow machine-learning scikit-learn transfer-learning xception-net
Last synced: 13 Nov 2024
https://github.com/abhipatel35/diabetes_ml_classification
Predict diabetes using machine learning models. Experiment with logistic regression, decision trees, and random forests to achieve accurate predictions based on health indicators. Complete lifecycle of ML project included.
classification data-analysis data-science data-visualization descision-tree diabetes-prediction jupiter-notebook logistic-regression machine-learning model-evaluation open-source pandas pycharm-ide python random-forest scikit-learn
Last synced: 19 Dec 2024
https://github.com/lingumd/cryptocurrencies
Unsupervised machine learning models used to group the cryptocurrencies to help prepare for a new investment.
concatenate elbow-curves get-dummies hvplot jupyterlab kmeans matplotlib-pyplot minmaxscaler pandas path pca-analysis plotly-express scikit-learn unsupervised-machine-learning
Last synced: 22 Nov 2024
https://github.com/ksasi/boston_housing
Predicting Boston Housing Prices - Udacity
machine-learning numpy pandas python scikit-learn
Last synced: 07 Jan 2025
https://github.com/ksasi/dog-breed-classifier
Dog Breed Classifier
cnn cnn-classification computer-vision deep-learning deep-neural-networks keras keras-neural-networks machine-learning numpy pandas python scikit-learn
Last synced: 07 Jan 2025
https://github.com/ksasi/customer_segments
machine-learning numpy pandas python scikit-learn
Last synced: 07 Jan 2025
https://github.com/selcia25/sleep-disorder-detection
💤This project aims to develop an automated method for detecting sleep disorders from heart rate signals.
cnn-classification kmeans-clustering machine-learning matplotlib scikit-learn scipy sleep-disorders tensorflow
Last synced: 15 Oct 2024
https://github.com/rennamahcus/advanced-python
All the 'advanced' python topics I am going to learn...
artificial-intelligence machine-learning matplotlib numpy pandas python reinforcement-learning scikit-learn scipy
Last synced: 15 Oct 2024
https://github.com/gilevatanya/yandex-practicum-projects
Кейсы решенные на курсах Яндекс Практикума.
bert bootstrap catboost keras lightgbm matplotlib nltk numpy pandas postgresql python pytorch scikit-learn scipy seaborn sql
Last synced: 06 Dec 2024
https://github.com/privatepeople/dataanalysis
데이터 분석 공부를 위한 저장소
data-analysis data-science data-visualization matplotlib numpy pandas python scikit-learn scipy
Last synced: 15 Oct 2024
https://github.com/luizassimoes/sklearn-kaggle-titanic
This repository was created to store all the code for tackling the Titanic challenge on Kaggle.
kaggle machine-learning scikit-learn
Last synced: 05 Jan 2025
https://github.com/jmromer/warbler
A recommendation engine powered by scikit-learn and served by Flask.
flask flask-api numpy pandas python3 scikit-learn
Last synced: 13 Nov 2024
https://github.com/kuduxaaa/bog-datachallenges
The second paper of the Bank of Georgia event (Data Challenge) — NLP sentiment analysis 🧡
logistic-regression machine-learning nlp scikit-learn sentiment-analysis
Last synced: 02 Jan 2025
https://github.com/szymonrucinski/pippi-lang
Elegant 📑 text preprocessing pipeline 🚰 available as pip package 🐍 based on scikit-learn pipeline. Combines Transformer and Column Transformer into a single object.
data-cleaning data-science nlp pipeline scikit-learn
Last synced: 08 Dec 2024
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: 29 Nov 2024
https://github.com/nicknobad/binaryimageclassification
Benchmark of sci-kit learn models and a tensorflow model for Binary Image Classification
binaryclassification image-classification scikit-learn scikit-model scikitlearn-machine-learning tensorflow tensorflow-examples tensorflow-experiments tensorflow-models
Last synced: 21 Dec 2024
https://github.com/colinwu0403/weatherpredictor
ML model that predicts future weather temperatures. Dataset taken from NOAA's Climate Data Online
Last synced: 30 Dec 2024
https://github.com/karanyeole/bank-loan-default-risk-analysis-
This project aims to analyze the risk of default on bank loans using machine learning techniques. The dataset used for analysis contains information about loan applicants, including their demographics, financial history, and loan details.
feature-engineering matplotlib numpy pandas python scikit-learn seaborn
Last synced: 29 Nov 2024
https://github.com/lakshitalearning/codsoft
Machine Learning Projects - CODSOFT Internship: This repository showcases my machine learning projects completed during my internship at Codsoft. It demonstrates my skills in developing innovative solutions using various ML techniques and tools.
churn-prediction codsoft codsoftinternship deep-learning handwritten-text-recognition internship-project keras machine-learning python rnn-tensorflow scikit-learn spam-detection
Last synced: 21 Dec 2024
https://github.com/brenofariasdasilva/dagster-heart-disease-risk
Dagster Heart Disease Risk Model.
dagster heart-disease jupyter-notebook matplotlib numpy pandas python scikit-learn seaborn
Last synced: 23 Nov 2024
https://github.com/kalelmartinho/imersao_dados_3
Terceira edição da Imersão Dados da Alura. O projeto foi inspirado em um desafio do Laboratory innovation science at Harvard disponibilizando os dados em uma competição no kaggle.
alura data-science imersaodados imersaodados3 pandas python3 scikit-learn
Last synced: 13 Nov 2024
https://github.com/svetlanam/pycon-workshop
Pycon CZ workshop: Better data analyses and product recommendations with Instagram data
data-analysis data-science martinus matplotlib pandas pycon2016 pyconcz python scikit-learn workshop
Last synced: 13 Nov 2024
https://github.com/pradeep31747/smartsuggest-personalized_product_recommendations
This project implements a personalized product recommendation system using machine learning techniques to enhance user experience and drive engagement.
jupyter-notebook keras numpy pandas pyhton scikit-learn sql tensorflow vscode
Last synced: 21 Dec 2024
https://github.com/gabrielmazzotta/nlp-clustering--movie-similarity-from-plot-summaries
A Python-based movie recommendation system leveraging NLP and clustering techniques. This project includes data processing, vectorization of plot summaries, and the implementation of recommendation algorithms to suggest similar movies based on user input.
clustering cosine-similarity hierarchical-clustering kmeans lemmatization nlp recommendation-engine scikit-learn similarity-score spacy tokenization
Last synced: 21 Dec 2024
https://github.com/ccastleberry/sk-autobots
Custom data transformers using the scikit-learn API.
scikit-learn sklearn sklearn-api
Last synced: 21 Dec 2024
https://github.com/gfyoung/tree-decode
Package for removing the black-box around decision trees
blackbox decision-tree machine-learning python scikit-learn
Last synced: 21 Dec 2024
https://github.com/laoluadewoye/skloverlay
This repository is the official location of the SKLOverlay Project. Here, it will hold everything used for the package on Py Pi, including source files.
classification classification-algorithm data-science data-wrangling evaluation-metrics excel graphics graphs machine-learning machine-learning-algorithms matplotlib modeling pandas preprocessing scikit-learn
Last synced: 21 Dec 2024
