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: 2025-02-14 00:22:41 UTC
- JSON Representation
https://github.com/junya737/weighted-pls-regression
A Python implementation of Weighted Partial Least Squares Regression with support for sample weights.
machine-learning partial-least-squares-regression scikit-learn
Last synced: 28 Dec 2024
https://github.com/adityajn105/machine-learning-algos
Different Algos Learn While Learning Machine-Learning
machine-learning-algorithms matplotlib-tutorial nltk pandas-tutorial scikit-learn scipy seaborn tensorflow-tutorials
Last synced: 16 Jan 2025
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: 13 Feb 2025
https://github.com/towaquimbayo/comp-4948
BCIT Computer Systems Technology (CST) - COMP 4948 (Predictive Machine Learning)
feature-selection keras matplotlib numpy pandas predictive-analytics predictive-modeling python pytorch regression scikit-learn sklearn statsmodels tensorflow
Last synced: 13 Jan 2025
https://github.com/virajbhutada/article-clustered-recommendation-system-ml
This project aims to redefine content discovery by delivering personalized article recommendations tailored to individual user preferences. We use advanced machine learning techniques like PCA and K-means clustering to analyze user behavior and article characteristics to provide highly accurate recommendations.
anaconda article-recommendation clustering-algorithm data-analysis data-science keras-tensorflow machine-learning machine-learning-algorithms ml-models numpy pandas plotly python scikit-learn scipy
Last synced: 15 Oct 2024
https://github.com/andriamahay11master/machinelearning
This project is created to practice supervised ML using the libraries existing in Python
linear-regression multiple-linear-regression python scikit-learn scikitlearn-machine-learning
Last synced: 22 Jan 2025
https://github.com/atharvapathak/size_estimator_project
This project in Python aims to provide a tool for estimating the size of objects in images or videos. Using computer vision techniques, the project analyzes the input media, detects objects of interest, and provides an estimation of their size based on known reference points or objects.
cicd cnn opencv python pytorch rnn scikit-learn sql tensorflow
Last synced: 15 Jan 2025
https://github.com/jayadavv/dynamic-ml-model-selector
An interactive web application that allows users to upload their datasets and dynamically select, train, and evaluate various machine learning models. The app provides comprehensive performance metrics and visualizations, making it easy for users to analyze their data effectively.
decision-trees linear-regression logistic-regression matplotlib-pyplot plotly python random-forest scikit-learn streamlit
Last synced: 10 Feb 2025
https://github.com/lexxai/goit_python_ds_hw_03
Модуль 3. Класичне машинне навчання. Перенавчання. Лінійна регресія. LaTeX формули.
latex linear-regression matplotlib numpy pandas python scikit-learn
Last synced: 24 Jan 2025
https://github.com/lexxai/goit_python_ds_hw_05
Метод опорних векторів -Support Vector Machine, SVM. Дерева рішень - RandomForestClassifier, XGBClassifier
classification numpy pandas python random-forest-classifier reporting scikit-learn svm-classifier svm-model xgbclassifier
Last synced: 24 Jan 2025
https://github.com/mecha-aima/fake-bills-detection
This Python project implements a simple classification model comparison using scikit-learn to classify banknotes as either "Authentic" or "Counterfeit" based on four features
classification-model machine-learning model-selection scikit-learn
Last synced: 22 Jan 2025
https://github.com/antonio-f/local-rag-llama3
Local RAG using LLaMA3
annotated artificial-intelligence hands-on jupyter-notebook langchain llama3-rag llm local machine-learning python rag retrieval-augmented-generation scikit-learn support-vector-machines tutorial
Last synced: 06 Feb 2025
https://github.com/antonio-f/ridge_regression_example
Easy Ridge Regression example
easy matplotlib-pyplot polynomial-regression python ridge-regression scikit-learn tutorial
Last synced: 06 Feb 2025
https://github.com/achronus/data-exploration
A repository dedicated to interesting data exploration projects I've completed
data-analysis exploratory-data-analysis machine-learning matplotlib pandas python scikit-learn seaborn
Last synced: 22 Jan 2025
https://github.com/antonio-f/k_nearest_neighbors
Quick k-nearest neighbors example
easy k-nearest-neighbors knn machine-learning matplotlib python scikit-learn visualization
Last synced: 06 Feb 2025
https://github.com/gayathri2200/car-price-prediction---machine-learning
Car price prediction Machine Learning --- Which is used to predict the price of used cars based on the features.
data-science machine-learning modeldeployment pandas price-prediction python regression scikit-learn streamlit visual-studio visualization
Last synced: 10 Feb 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 Jan 2025
https://github.com/sreekar0101/-movie-recommendation-system-using-python
The Movie Recommendation System is designed to suggest personalized movie recommendations by analyzing extensive datasets containing movie details and credits.ultilizes python libraries numpy pandas and scikit learn.The system achieved a 15% improvement in accuracy compared to the baseline model by identifying key factors that influence user choice
data-analysis data-visualization numpy-library pandas-dataframe scikit-learn seaborn-python
Last synced: 22 Jan 2025
https://github.com/filsan95/project-iot_malware_identification
This repository contains the code and data for a project that detects malware from IoT devices using a publish-subscribe model with Confluent and Databricks. The project streams IoT device data to Kafka, analyzes it, and detects malware using machine learning models such as Random Forest and Gradient Boosted Trees.
apache-kafka classification confluent databricks machine-learning-algorithms scikit-learn sql
Last synced: 22 Jan 2025
https://github.com/blazer-007/10-days-ml-challenege
Codes for various tasks for 10 days ML Challenge
cnn keras machine-learning matplotlib-pyplot nlp nltk numpy pandas python3 rnn scikit-learn tensorflow
Last synced: 28 Jan 2025
https://github.com/gamowy/systemysi
Zadania z systemów sztucznej inteligencji
artificial-intelligence python scikit-learn university-coursework
Last synced: 25 Jan 2025
https://github.com/lijesh010/ml_project_data_preprocessing
The main objective of this project is to design and implement a robust data preprocessing system that addresses common challenges such as missing values, outliers, inconsistent formatting, and noise. By performing effective data preprocessing, the project aims to enhance the quality, reliability, and usefulness of the data for machine learning.
data-cleaning data-exploration data-preprocessing machine-learning numpy pandas-python python scikit-learn
Last synced: 03 Feb 2025
https://github.com/linggarm/text-summarization-using-tf-idf-vectorizer
Simple Text Summarization using TF-IDF Vectorizer and NLTK library
artificial-intelligence data-science google-colab jupyter-notebook machine-learning natural-language-processing nlp nltk python scikit-learn summarization text-summarization tf-idf
Last synced: 09 Jan 2025
https://github.com/j-sephb-lt-n/unsupervised-fraud-detection
Exploring anomaly detection using unsupervised methods in scikit-learn
anomaly anomaly-detection fraud-detection isolation-forest local-outlier-factor outlier outlier-det scikit-learn sklearn unsupervised
Last synced: 28 Dec 2024
https://github.com/venky-1710/superhero-recruitment
Superhero Recruitment System predicts hero selection using machine learning. Users input hero attributes through a web interface. A Random Forest model analyzes abilities, strengths, weaknesses, success rates, and missions completed. The Flask app displays results, showing if a hero is selected.
css flask html numpy pandas python scikit-learn
Last synced: 20 Jan 2025
https://github.com/linggarm/poultry-meat-freshness-classification-with-transfer-learning-using-resnet
The utilization of the ResNet architecture and Transfer Learning methods to classify Poultry Meat Freshness images into two categories, namely Fresh and Rotten.
artificial-intelligence binary-classification cnn colab-notebooks computer-vision deep-learning fine-tuning imagenet machine-learning meat-classification numpy pandas poultry python residual-networks resnet scikit-learn supervised-learning tensorflow transfer-learning
Last synced: 09 Jan 2025
https://github.com/maneeshd/boston-housing
Predicting Boston Housing Prices
boston-housing-price-prediction machine-learning scikit-learn
Last synced: 15 Nov 2024
https://github.com/kosmoswerner/scikitlearn.net
C# bindings for Scikit-Learn (WIP 🏗)
machine-learning scikit scikit-learn sklearn
Last synced: 15 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: 13 Feb 2025
https://github.com/vatshayan/pokemon-analysis
Visualization, Analysis & Predicting the accuracy of finding Pokemon power, attack & speed through Machine Learning
artificial-intelligence data data-analysis data-science data-visualization dataset machine-learning machine-learning-algorithms pokemon scikit-learn
Last synced: 15 Jan 2025
https://github.com/mpolinowski/fisher-discriminant-analysis
LDA is a widely used dimensionality reduction technique built on Fisher’s linear discriminant.
linear-discriminant-analysis matplotlib-pyplot python scikit-learn
Last synced: 28 Jan 2025
https://github.com/mpolinowski/local-linear-embedding
Improve Data Quality by discarding non-correlating, noisy Dimensions
locally-linear-embedding pyplot python scikit-learn
Last synced: 28 Jan 2025
https://github.com/lau1944/coronavirus-world-prediction
Coronavirus Case Confirmed Trend Around The World
coronavirus pandas python scikit-learn
Last synced: 31 Dec 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: 13 Feb 2025
https://github.com/mpolinowski/multi-dimensional-scaling
Multidimensional Scaling is a family of statistical methods that focus on creating mappings of items based on distance.
matplotlib-pyplot multi-dimensional-scaling python scikit-learn
Last synced: 28 Jan 2025
https://github.com/mpolinowski/scikit-wine-quality
Predicting Wine Quality with Several Classification Techniques using SciKit Learn.
feature-classifiers python scikit-learn
Last synced: 28 Jan 2025
https://github.com/arssite/dirty-cleanflooringimageprocessingusingyolov5
Uses YOLOv5 to classify floor cleanliness into five categories based on visual cues. It includes an annotated dataset, trained model,& evaluation outputs. Code covers data preprocessing, training, & testing. A comparative analysis highlights YOLOv5's advantages over traditional methods, providing an efficient solution automated floor cleanliness.
deep-neural-networks github google-colab jupyter-notebook labelimg matplotlib-pyplot numpy-library opencv-python pandas-python pytorch scikit-learn tensorflow yolov5
Last synced: 01 Feb 2025
https://github.com/mpolinowski/tstochastic-neighbor-embedding
Improve Data Quality by discarding non-correlating, noisy Dimensions
matplotlib-pyplot python scikit-learn t-sne
Last synced: 28 Jan 2025
https://github.com/cplaza0997/py-ml
Machine learning
clustering linear-regression logistic-regression ml pyspark python scikit-learn sparkml
Last synced: 29 Dec 2024
https://github.com/bruceunx/ai-simulator
aiplayground 人工智能学习乐园
ai maching-learning scikit-learn
Last synced: 15 Jan 2025
https://github.com/namratha2301/cognitiveemotion
Identifying Emotions from EEG Activity
data-science gru matplotlib python3 scikit-learn seaborn tensorflow xgboost
Last synced: 28 Jan 2025
https://github.com/pratanup/simple-linear-regression-from-scratch-in-python
Simple Linear Regression from Scratch in Python
algorithms data-science data-science-algorithms evaluation linear-regression machine-learning machine-learning-algorithms programming python scikit-learn
Last synced: 31 Dec 2024
https://github.com/namratha2301/bangalorehousepricepredictor
Predicting house price in Bangalore based on the key features of the house like number of rooms, size in square feet etc.
azure bashscript docker flake8 flask github-actions scikit-learn
Last synced: 28 Jan 2025
https://github.com/ravi-aratchige/spacefarer
What type of astronaut would you be?
astronaut astronauts flask jupyter jupyter-notebook machine-learning numpy pandas python scikit-learn space tailwind tailwindcss
Last synced: 30 Jan 2025
https://github.com/hallowshaw/text-emotion-classification-using-lstm-and-tokenization
This repository provides a machine learning and deep learning pipeline for text emotion detection. It includes a pretrained LSTM model, tokenizer, and preprocessing steps to classify emotions such as joy, sadness, and anger from text input. Easily deployable with provided resources and scripts.
emotion-classification emotion-detection feature-engineering lstm nltk nltk-python scikit-learn scikitlearn-machine-learning sentiment-analysis sequential-models text-classification text-classification-multi-label tokenization tokenizer
Last synced: 29 Dec 2024
https://github.com/smaddanki/data-science
Code blocks, algorithms, and research snippets in Data Science, Machine Learning, AI & Quant Finance.
deep-learning machine-learning pytorch scikit-learn spark
Last synced: 08 Feb 2025
https://github.com/steciuk/lnr-hurftul-humor-detector
Hurtful Humor Detector
humor-detection machine-learning nlp prejudice python scikit-learn transformers
Last synced: 06 Jan 2025
https://github.com/lucaso21/ml-with-python
Machine learning with python
data-science feature-engine machine-learning python scikit-learn
Last synced: 22 Jan 2025
https://github.com/callesjuan/ninjalprm
Protótipo de ferramenta de agrupamento de dispositivos Android por geolocalização (Server)
Last synced: 24 Oct 2024
https://github.com/aryan-coder-student/smart-agricultural-monitering-aryanpahari037-
Increase agricultural productivity and sustainability by offering a smart farming assistant that helps farmers make data-driven decisions to optimize resource use and crop management.
hackathon-project machine-learning numpy pandas python scikit-learn
Last synced: 05 Feb 2025
https://github.com/viniciusds2020/ml_pycaret_classificacao
Sistema de preprocessamento e treinamento de modelos de machine learning utilizando PyCaret. Uma metodologia low-code para processos de MLops
machine-learning mlops preprocessing pycaret python scikit-learn
Last synced: 05 Feb 2025
https://github.com/sarowarahmed/predicting-kolkata-house-price
🏠 Predicting Kolkata House Price: A web app powered by a Machine Learning model, built with Numpy, Pandas, Scikit-learn, and Streamlit, to predict house prices in Kolkata. Deployed on Streamlit Cloud for easy access and real-time predictions.
app kolkata linear-regression machine-learning numpy pandas scikit-learn streamlit
Last synced: 13 Feb 2025
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 Jan 2025
https://github.com/idaraabasiudoh/drug_prescribtion_decision_tree_model
This repository contains a machine learning project focused on classifying drugs based on patient characteristics using a Decision Tree classifier. The project uses Python and popular data science libraries such as scikit-learn, pandas, and matplotlib.
data-analysis jupyter-notebook machine-learning python3 scikit-learn
Last synced: 14 Jan 2025
https://github.com/sundanc/movierecommendation
Simple movie recommendation system built with Streamlit
movie-recommendation-app python scikit-learn scikitlearn-machine-learning streamlib
Last synced: 06 Feb 2025
https://github.com/thbaylson/datascience
All of my past data science assignments put into one singular notebook. The notebook begins with Intro to Data Visualization and ends with Machine Learning.
data-analysis data-science data-visualization decision-tree jupyter-notebook k-nearest-neighbors linear-regression machine-learning neural-network pandas-library python3 scikit-learn
Last synced: 28 Jan 2025
https://github.com/jeus0522/7-explore-different-classifier-ml-app
A project exploring various classification algorithms, showcasing their implementation, comparison, and evaluation using Python and scikit-learn.
k-nearest-neighbours knn random-forest scikit-learn streamlit support-vector-machine svm
Last synced: 13 Feb 2025
https://github.com/george-gca/ai_papers_analysis
Do some analysis based on main AI conferences
conferences data-analysis fasttext fasttext-embeddings fasttext-python python scikit-learn top2vec
Last synced: 14 Jan 2025
https://github.com/vnazzareno/dva263-group-4-2024
DVA263 INL1
machine-learning python random-forest regression-models scikit-learn supervised-machine-learning
Last synced: 06 Feb 2025
https://github.com/kavaivaleri/linear-regression
Basic linear regression using data from Kaggle https://www.kaggle.com/adityadesai13/used-car-dataset-ford-and-mercedes/tasks?taskId=1258
linear-regression numpy pandas plots scikit-learn scipy seaborn-plots
Last synced: 20 Jan 2025
https://github.com/barrettotte/anilist-ml
Training a binary classifier model to predict if I would recommend an anime using my Anilist user data.
anilist binary-classification data-visualization machine-learning scikit-learn
Last synced: 03 Feb 2025
https://github.com/harshitwaldia/disease_detection
A disease detection system using Random Forest Classifier and GUI in Python, identifying illnesses based on user symptoms.
pandas-python python3 random-forest-classifier scikit-learn tkinter-gui
Last synced: 03 Feb 2025
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 Jan 2025
https://github.com/marknature/machine-learning-intern
Machine Learning tasks involving the Titanic Dataset and Breast Cancer Wisconsin (Diagnostic) dataset
data-analysis github jupiter-notebook machine-learning matplotlib numpy pandas python scikit-learn sklearn
Last synced: 13 Jan 2025
https://github.com/mahendra077/knn-iris
knn-classifier ml numpy pandas scikit-learn seaborn
Last synced: 09 Feb 2025
https://github.com/cptanalatriste/copycat-detector
A Naive-Bayes classifier for detecting plagiarism.
amazon-sagemaker naive-bayes-classifier scikit-learn
Last synced: 12 Jan 2025
https://github.com/thekartikeyamishra/resumeevaluatorapp
The Automated Resume Evaluator is a Python-based application that helps evaluate resumes against job descriptions. It calculates an Applicant Tracking System (ATS) score, which is the percentage of keywords from the job description found in the resume.
flask machine-learning matplotlib nlp nltk pypdf python scikit-learn spacy textblob
Last synced: 03 Feb 2025
https://github.com/makiato1999/strokepredict-datascience
McMaster University CSE780 Project
multilayer-perceptron-network numpy pandas random-forest-classifier scikit-learn
Last synced: 12 Jan 2025
https://github.com/stefagnone/-air-france-sponsored-search-campaign-optimization
Optimized Air France's online advertising campaigns using advanced regression modeling and data analysis, uncovering actionable insights to maximize ROI and enhance ad performance.
advertising-analytics air-france data-science digital-marketing marketing-campaigns predictive-modeling python r regression-analysis roi-optimization scikit-learn sponsored-search
Last synced: 03 Feb 2025
https://github.com/lucs1590/commom_segmentations
The purpose of this repository is to document and expose code samples using common threading techniques.
computational-vision machine-learning open-source opencv python scikit-image scikit-learn segmentation sklearn
Last synced: 13 Jan 2025
https://github.com/joel-beck/airbnb-oslo
Price Prediction Models for Airbnb Apartments in Oslo | Winter Term 2021/22
prediction python pytorch scikit-learn
Last synced: 22 Dec 2024
https://github.com/tomgorb/ds-utils
pre-processing of a DataFrame into a sparse matrix for model input
machine-learning preprocessing scikit-learn
Last synced: 09 Jan 2025
https://github.com/radoslawregula/iris-classification
Jupyter notebook implementing an efficient machine learning method to classify flowers from the Iris data set.
classification iris-dataset jupyter-notebook machine-learning python scikit-learn softmax-classifier
Last synced: 21 Jan 2025
https://github.com/rririanto/thesis-projects
The computer science thesis project that I worked on when I was a student and was looking for a part time job
bag machine-learning python2 python27 scikit-learn surf
Last synced: 20 Jan 2025
https://github.com/omar-karimov/ai4renewals-gendes
This project adopts a modular Python architecture within an MLOps framework to enhance subscription renewal predictions, utilizing FastAPI and MongoDB with AWS integration (S3, ECR, EC2). Docker ensures seamless deployment, and GitHub Actions automate the CI/CD workflows. Evidently AI monitors drift to guarantee predictive accuracy and reliability.
api aws deployment docker drift-detection ec2 ecr evidently fastapi github-actions mangodb mlops modularization pipeline s3 scikit-learn workflow yaml-configuration
Last synced: 22 Jan 2025
https://github.com/bsamseth/triangular-regressor
A scikit-learn compatible implementation of a 2D triangular regressor.
Last synced: 06 Feb 2025
https://github.com/tayyabmughal676/machinelearningusingscikitlearn
Machine learning using sci kit learn
machine-learning machine-learning-algorithms machine-learning-library machinelearning-python python scikit-learn scikit-learn-python scikitlearn-machine-learning
Last synced: 28 Jan 2025
https://github.com/boomerspine/selflearning_chatbot
Self learning chatbot using python
Last synced: 27 Jan 2025
https://github.com/sudothearkknight/15-machinelearningprojects
A curation of 15 Machine Learning projects in various fields that are helping me gain a better understanding of the different machine learning tools, techniques, algorithms and methodalogies.
classification-algorithm machine-learning machine-learning-algorithms natural-language-processing pycharm-ide python3 regression-models scikit-learn scikitlearn-machine-learning spam-detection
Last synced: 12 Feb 2025
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: 12 Feb 2025
https://github.com/vivekkdagar/naivebayesclassifier
Multinomial Naive Bayes Language Classification model
artificial-intelligence beautifulsoup4 college-project github joblib kaggle kaggle-dataset linux machine-learning multinomial-naive-bayes naive-bayes naive-bayes-classifier natural-language-processing popos pycharm python3 scikit-learn simple-project
Last synced: 12 Feb 2025
https://github.com/zawadi-wanjiru/house-prices-prediction-group-project
Predicting House Prices Using Regression Analysis
datacleaning datavisualization descriptive-statistics exploratory-data-analysis jupyter-notebook matplotlib modelling pandas-library predictive-analysis python regression-analysis scikit-learn seaborn-python
Last synced: 03 Feb 2025
https://github.com/a-poor/sample-model-serve
Demo for using Flask to serve a scikit-learn model as an API
api data-science docker flask machine-learning scikit-learn
Last synced: 02 Feb 2025
https://github.com/abhipatel35/svm-hyperparameter-optimization-for-breast-cancer
Utilizing SVM for breast cancer classification, this project compares model performance before and after hyperparameter tuning using GridSearchCV. Evaluation metrics like classification report showcase the effectiveness of the optimized model.
breast-cancer cancer-diagnosis classification data-analysis data-science gridsearchcv healthcare hyperparameter-tuning jupyter-notebook machine-learning medical-imaging pycharm python scikit-learn support-vector-machine svm
Last synced: 12 Feb 2025
https://github.com/navindafernando/face-recognition
Training a SVM Pipeline for Face Recognition :anger:
classification haar-cascade-classifier joblib machine-learning numpy opencv pipeline principal-component-analysis scikit-learn ski support-vector-machines
Last synced: 31 Dec 2024
https://github.com/jennynzhuang/bootstrap_ml_model_evaluation
Enhancing ML Model Evaluation with Bootstrapping
bootstrapping computational-statistics jupyter-notebook machine-learning python scikit-learn
Last synced: 22 Jan 2025
https://github.com/nika2811/new-york-city-taxi-fare-prediction
About In this project using New York dataset we will predict the fare price of next trip. The dataset can be downloaded from https://www.kaggle.com/kentonnlp/2014-new-york-city-taxi-trips The dataset contains 8 features along with GPS coordinates of pickup and dropoff
data data-preprocessing data-visualization decision-trees feature-engineering kaggle kaggle-competition linear-regression machine-learning neural-network nyc polynomial-regression ridge-regression scikit-learn taxi taxi-data tensorflow xgboost
Last synced: 12 Feb 2025
https://github.com/kevin-patyk/mlobster
An educational project which aims to recreate the major algorithms and functionality of Scikit-learn in Rust.
educational-project machine-learning mlobster python rust scikit-learn
Last synced: 28 Jan 2025
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 Jan 2025
https://github.com/lemma-osu/sknnr
scikit-learn compatible estimators for various kNN imputation methods
classification gnn gradient-nearest-neighbor imputation k-nearest-neighbor knn most-similar-neighbor msn random-forest-nearest-neighbor regression rfnn scikit-learn sklearn-estimator
Last synced: 14 Oct 2024
https://github.com/jimmymugendi/bulding-a-decision-tree-to-predict-customer-churn
This repo desribes bulding a decision tree to predict customer churn in a given organisation
accuracy-score decision-tree-classifier matplotlib-pyplot numpy pandas-dataframe scikit-learn
Last synced: 16 Jan 2025
https://github.com/billgewrgoulas/recommendation-systems
Algorithms for joke rating prediction using the joke data-set from Kaggle.
algorithm clustering collaborative-filtering machine-learning numpy pandas recommender-system scikit-learn scypi
Last synced: 16 Jan 2025
https://github.com/somjit101/ds-logistic-regression
A simple implementation of the Logistic Regression Classifier on the Breast Cancer Dataset with L1 regularization and GridSearch for hyperparameter tuning.
breast-cancer-prediction breast-cancer-wisconsin grid-search grid-search-cross-validation hyperparameter-tuning logistic-regression machine-learning-algorithms regularization scikit-learn
Last synced: 16 Jan 2025
https://github.com/eesunmoon/aml_project
[Project] Analyzing Fitness Patterns & Building Predictive Models
matplotlib numpy pandas python3 recommender-system scikit-learn seaborn tensorflow
Last synced: 03 Feb 2025
