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Jupyter Notebook

The Jupyter Notebook, previously known as the IPython Notebook, is a language-agnostic HTML notebook application for Project Jupyter. Jupyter notebooks are documents that allow for creating and sharing live code, equations, visualizations, and narrative text together. People use them for data cleaning and transformation, numerical simulation, statistical modeling, data visualization, machine learning, and much more.

https://github.com/samuelbarbosadev/recommendation_algorithm

O Steam é a plataforma de jogos para PC mais popular do mundo, com mais de 6.000 jogos e uma comunidade de milhões de jogadores ...

api fastapi jupyter-notebook machine-learning pipeline python recomendation-algorithm skit-learn

Last synced: 27 Jan 2025

https://github.com/valentinlibouton/invalid-notebook-solver

Invalid-Notebook-Solver is a Python tool designed to clean and rebuild Jupyter notebooks to ensure they are valid for platforms like GitHub. This tool addresses common issues with notebook compatibility and provides functionalities to add new code and markdown cells, and to save and rebuild notebooks while preserving cell outputs.

github invalid jupyter-notebook notebook pycharm pycharm-ide

Last synced: 11 Jan 2025

https://github.com/blinksta1ker/spam-mail-classification

Supervised ML model using Logistic Regression model to classify an email as Ham or Spam

jupyter-notebook logistic-regression machine-learning numpy pandas python sklearn supervised-machine-learning

Last synced: 26 Jan 2025

https://github.com/blinksta1ker/co2-prediction

EDA and Supervised ML model using Regression to predict Co2 Emissions from Vehicles

jupyter-notebook machine-learning numpy pandas python regression seaborn sklearn supervised-learning

Last synced: 26 Jan 2025

https://github.com/hossein-cod/parking-space-detection

Identifying empty spaces in the parking lot with openCV

cv2 jupyter-notebook numpy opencv pickle python

Last synced: 26 Jan 2025

https://github.com/hossein-cod/plate-recognition

car Plate recognition with cv2

cv2 jupyter-notebook numpy opencv python

Last synced: 26 Jan 2025

https://github.com/matkorussovich/student-performance-analysis

Este repositorio contiene un análisis del desempeño académico de estudiantes, realizado como parte del módulo "Introducción al Data Science" en el Máster en Data Science de la Universidad Europea de Madrid.

jupyter-notebook matplotlib-pyplot numpy pandas python

Last synced: 26 Jan 2025

https://github.com/mr-chang95/udacity_movie_project

Movie Data Analysis and Visualization Project for Udacity's Data Analyst Program. Using Python in Jupyter Notebook.

data-analysis data-visualization jupyter-notebook movie python

Last synced: 26 Jan 2025

https://github.com/mr-chang95/datascience_airbnb

Data Science Project for Udacity's Data Scientist Program. Using Python in Jupyter Notebook.

airbnb data-analysis data-science data-visualization jupyter-notebook numpy pandas python sklearn

Last synced: 26 Jan 2025

https://github.com/mr-chang95/data-modeling-with-postgres

Data Modeling With Postgres for Udacity's Data Engineering Program. Using Python in Jupyter Notebook.

data-engineering etl-pipeline jupyter-notebook postgres python sql sqlalchemy table-creation udacity-nanodegree

Last synced: 26 Jan 2025

https://github.com/mr-chang95/sf_data_visualization

In this personal project, I am interested in examining all of the active businesses in the San Francisco Bay Area while performing some simple data visualizations, mainly on categorical variables.

business data-analysis data-visualization jupyter-notebook pandas python san-francisco

Last synced: 26 Jan 2025

https://github.com/mr-chang95/disaster_response_pipeline

Data Science Project for Udacity's Data Scientist Program. Here I created a webapp and ML/NLP pipeline that analyzes message data for disaster response and shows classification results.

data-engineering data-pipeline data-science disaster-response etl-pipeline flask gridsearchcv jupyter-notebook machine-learning natural-language-processing nlp ntlk python python-script sklearn sqlalchemy sqlite udacity-data-science-nanodegree

Last synced: 26 Jan 2025

https://github.com/20101301-alina-hasan/google-autosuggestion-scraper

Just as the name suggests! This scraper utilizes Python Selenium, openpyxl, Pandas libraries and Firefox as its default browser.

firefox-browser geckodriver google-autosuggestion-scraper jupyter-notebook openxyl python selenium

Last synced: 13 Feb 2025

https://github.com/satvikpraveen/fashionmnist-analysis

A comprehensive analysis of the Fashion MNIST dataset using PyTorch. Covers data preparation, EDA, baseline modeling, and fine-tuning CNNs like ResNet. Includes modular folders for data, notebooks, and results. Features CSV exports, visualizations, metrics comparison, and a requirements.txt for easy setup. Ideal for ML workflow exploration.

computer-vision confusion-matrix convolutional-neural-networks deep-learning-algorithms exploratory-data-analysis fashion-mnist-dataset fine-tuning hyperparameter-tuning image-classification jupyter-notebook machine-learning-algorithms matplotlib-pyplot model-evaluation numpy pandas pytorch resnet-18 scikit-learn seaborn vgg

Last synced: 23 Jan 2025

https://github.com/sieunnnn/data-lab

데이터 분석을 연습하는 Repository 입니다.

data-analysis jupyter-notebook python

Last synced: 13 Jan 2025

https://github.com/the-ethan-hunt/dekh-data

Playground for data visualization notebooks

data-visualization jupyter-notebook python

Last synced: 02 Feb 2025

https://github.com/haloapping/tissue-paseo

Catatan masa lalu, ketika belajar mengenai dasar-dasar statistika deskriptif.

descriptive-statistics jupyter-notebook python3 statistics

Last synced: 06 Jan 2025

https://github.com/arvind-4/face-detection

Face Detection in Python

face-detection jupyter-notebook python39

Last synced: 17 Feb 2025

https://github.com/arvind-4/dow-stock

Simple Stocks app in Python and Next.js

fastapi jupyter-notebook nextjs typescript yfinance

Last synced: 17 Feb 2025

https://github.com/andreypomortsev/spacey-ibm-ds-project

In this project, I will predict if the Falcon 9 first stage will land successfully.

beautifulsoup4 jupyter-notebook matplotlib requests rest-api seaborn

Last synced: 06 Jan 2025

https://github.com/ryuzen6/sports-celebrity-image-classification

This is a Machine Learning Project which Classifies the Image of Sports Celebrities. Requirements: Jupyter Notebook (for Data Cleaning and Image Classifying using various python libraries) , Pycharm (python IDE for creating Python Flask Server), Visual Studio Code (to create the UI with HTML, CSS and Javascript).

artificial-intelligence css3 html5 image-classification image-processing image-recognition javascript jupyter-notebook opencv python3

Last synced: 20 Jan 2025

https://github.com/saket-sk/data-science-lab

List of Assignments I have performed as a part of Honorary Course of Data Science and Machine Learning Lab.

data-cleaning data-science jupyter-notebook jupyter-notebook-extension numpy numpy-arrays pandas pandas-dataframe pandas-python python

Last synced: 06 Jan 2025

https://github.com/adam-maz/virtual_screening

Within this repository I present scripts that can be helpful during virtual screening in drug design & development.

clusterization jupyter-notebook k-means-clustering maestro-schrodinger medicinal-chemistry molecular-fingerprints pandas python rdkit scikit-learn scoring-functions virtual-screening

Last synced: 17 Feb 2025

https://github.com/mohamedashraf1/image-classification-with-deep-features

Creating two classifiers to classify images with and without using deep features

jupyter-notebook python3 sframe-dataframe

Last synced: 06 Jan 2025

https://github.com/mohamedashraf1/analyzing-product-sentiment

predict if a sentiment is positive or negative using Classification

jupyter-notebook python3

Last synced: 06 Jan 2025

https://github.com/mohamedashraf1/deep-features-for-image-retreival

Creating a nearest neighbor model Using Deep Features from CIFAR-10

jupyter-notebook python3 sframe-dataframe

Last synced: 06 Jan 2025

https://github.com/renatoelho/tornando-seu-jupyter-notebook-um-servico-no-linux

Que tal você ter seu servidor Jupyter Notebook sempre em execução? Neste tutorial vou ensinar como você transforma um servidor Jupyter notebook em um serviço, que sempre estará em execução em seu computador Linux.

jupuyer jupyter-notebook linux python systemd webserver

Last synced: 25 Jan 2025

https://github.com/alan-oliveir/state-of-data-2022

Neste projeto faço a análise da distribuição das faixas salariais para os profissionais de nível júnior para o cargo de analista, cientista e engenheiro de dados.

data-analysis jupyter-notebook pandas-python seaborn-python

Last synced: 13 Jan 2025

https://github.com/braiso-22/ejercicio-seguro-medico

Ejercicio de acercamiento a los datos para hacer predicciones

data data-science dataset ia insurance jupyter-notebook ml python python3

Last synced: 10 Feb 2025

https://github.com/mohamedashraf1/song-recommender

Creating two Song-Recommending Systems, one is popularity-based and the other with more personalization

jupyter-notebook python3 sframe-dataframe

Last synced: 06 Jan 2025

https://github.com/alan-oliveir/cnn_digitos_manuscritos

Trabalho final para disciplina Redes Neurais(2023/1) - Rede Neural Convolucional para identificação de dígitos manuscritos.

convolutional-neural-networks jupyter-notebook scikit-learn

Last synced: 13 Jan 2025

https://github.com/chanmeng666/advanced-neural-network-applications

【Stars make the code shine brighter! ⭐️】Educational project demonstrating practical applications of neural networks through perceptron-based fish classification and linear neuron heat influx prediction, implemented in Python with detailed Jupyter notebook examples and documentation.

classification data-analysis jupyter-notebook linear-neuron machine-learning neural-networks perceptron python

Last synced: 17 Feb 2025

https://github.com/chanmeng666/water-quality-testing-data-analysis

【Every star adds a spark to our coding journey!⭐️】A Python-based data analysis toolkit for water quality monitoring and prediction. Provides comprehensive analysis of key water quality parameters including pH, temperature, turbidity, dissolved oxygen, and conductivity.

data-analysis data-visualization environmental-monitoring jupyter-notebook machine-learning pandas python seaborn statistics water-quality

Last synced: 17 Feb 2025

https://github.com/aunshx/ecs-116-grading-programs

Programs for Grading the Spring course ECS 116 @ UC Davis

data-science database grading jupyter-notebook mongodb psql python

Last synced: 12 Feb 2025

https://github.com/apfirebolt/numpy-and-pandas-examples

Some examples and sample datasets to learn numpy, pandas and other data science libraries in Python

data-analysis jupyter-notebook numpy pandas python

Last synced: 25 Jan 2025

https://github.com/k4u5h4l/toxi-meter

A web app which detects if a user on reddit has posted a toxic comment or not!

django django-rest-framework javascript jupyter-notebook keras-tensorflow nlp-machine-learning python react sentiment-analysis tensorflow

Last synced: 06 Jan 2025

https://github.com/k4u5h4l/sarcasm-detector

A web app powered by React, Django and tensorflow which detects if a news headline is sarcastic or not.

django javascript jupyter-notebook keras-tensorflow python react

Last synced: 06 Jan 2025

https://github.com/k4u5h4l/sentinalyzer

A web app which detects the sentiment of a movie review, whether it is positive or negative.

django javascript jupyter-notebook keras-tensorflow neural-networks python react sentiment-analysis tensorflow tensorflow2

Last synced: 06 Jan 2025

https://github.com/k4u5h4l/knn

An implementation of the K-nearest neighbours algorithm on some CSGO game data.

csgo jupyter-notebook knn knn-classification python

Last synced: 06 Jan 2025

https://github.com/mk2345/3d-reconstruction-and-visualization

Testing visualization and 3d reconstruction of point clouds

jupyter-notebook open3d

Last synced: 13 Jan 2025

https://github.com/mk2345/cnn-for-chest-x-ray-images-for-pneumonia-detection-on-kaggle

CNN for Pneumonia Detection in Chest X-rays Using Kaggle Datasets

jupyter-notebook keras-tensorflow

Last synced: 13 Jan 2025

https://github.com/mk2345/gtsrb-dl-ml

Image Classification using CNN and SVM (Keras & Scikit-Learn)

jupyter-notebook keras-tensorflow scikitlearn-machine-learning

Last synced: 13 Jan 2025

https://github.com/kcvdk3101/ml-pima-indian-diabetes

Project for ML learning purpose

jupyter-notebook machine-learning

Last synced: 02 Feb 2025

https://github.com/realeroberto/data-virtuoso

A notebook about data management (work in progress).

colab-notebook jupyter-notebook

Last synced: 19 Jan 2025

https://github.com/gaurav-van/optimizing-rate-of-penetration-in-geothermal-drilling-a-digital-twin-approach

Let’s explore something interesting together. In this project, we developed a machine learning digital twin using Intel-optimized XGBoost and daal4py to simulate and optimize the Rate of Penetration (ROP) in geothermal drilling. We leveraged SHAP for Explainable AI (XAI) to interpret model predictions.

data-analysis data-science digital-twin explainable-ai geothermal geothermal-energy jupyter-notebook machine-learning python shap xai xgboost

Last synced: 02 Feb 2025

https://github.com/thribeiro8/ds_python2

Working with python and statistics to learn and study data science using Pandas.

jupyter-notebook notebook pandas python

Last synced: 02 Feb 2025

https://github.com/willingc/epic-interactive

High School Workshop for interactive computing using Jupyter notebooks and p5js examples

jupyter jupyter-notebook p5js

Last synced: 23 Jan 2025

https://github.com/eniascailliau/cookbook

Development cookbook that contains initialization scripts and some tips 'n tricks

jupyter-notebook python

Last synced: 19 Feb 2025

https://github.com/allenvox/neural

Workspace for Neural Networks class

jupyter-notebook neural-networks numpy python pytorch tensorflow

Last synced: 22 Jan 2025

https://github.com/wtsi-hgi/hgi-jupyter-notebook

HGI's prebaked Jupyter notebook stack

jupyter-notebook python r scipy

Last synced: 26 Jan 2025

https://github.com/snenenenenenene/abb-municipality-extraction-tool

Small microservice delegated with the task of taking excel data from the Flemish Government and turning it into a dataframe, and then an exportable JSON.

docker jupyter-notebook microservice nodejs typescript

Last synced: 02 Feb 2025

https://github.com/snenenenenenene/btc-twitter-data-mining

Research of the correlation between the activity around BTC on social media and the actual stock price of BTC

bitcoin data-mining data-science jupyter-notebook pyspark python twitter

Last synced: 02 Feb 2025

https://github.com/aminnez/jupyterbook

A comprehensive Jupyter notebook environment with multi-user support through JupyterHub, supporting both Python and Java programming via the IJava kernel.

docker docker-compose ijava jupyter jupyter-notebook jupyterhub jupyterlab

Last synced: 21 Jan 2025

https://github.com/shivamratti13/audio-emotion-recognition

Developed an audio emotion recognition system using the RAVDESS dataset, classifying audio into 8 emotional categories with 77.59% accuracy. Built a Streamlit app for real-time classification via audio upload or recording. Leveraged Librosa for feature extraction (MFCCs) and a Random Forest classifier, creating a robust and user-friendly solution.

audio audio-processing classification ensemble-learning jupyter-notebook machine-learning python random-forest-classifier streamlit

Last synced: 21 Jan 2025

https://github.com/croissant-a/yahoo-finance

A Python library that provides an easy-to-use interface for querying stock market data from Yahoo Finance. It allows users to access a wide range of financial information, including historical prices, market summaries, and more.

api deep-learning exchange-rates finance-api fix-yahoo-finance historical-data jupyter-notebook netstandard ohlc python stock-analysis stock-quotes swift yahoo-finance-api

Last synced: 21 Jan 2025

https://github.com/chiugo-nsoke/student-performance-analysis

An analysis of student performance factors using Python, featuring data cleaning, EDA, and machine learning for prediction.

data-cleaning-and-preprocessing exploratory-data-analysis jupyter-notebook logistic-regression machine-learning

Last synced: 21 Jan 2025

https://github.com/yasserkassab/skin-disease-class

This project implements a skin disease detection model using a Convolutional Neural Network (CNN) based on the ResNet-50 architecture. The model is trained to classify images of skin diseases into eight categories, utilizing transfer learning with a pre-trained model.

cnn-classification image-classification jupyter-notebook python

Last synced: 21 Jan 2025

https://github.com/mukuta-manit-d/shadowfox

This repository showcases the work done during my AI/ML internship at ShadowFox, where I contributed to machine learning projects involving Boston House Price Prediction and Car Price Prediction, both using Linear Regression, and GPT-2 Text Generation and NLP Exploration

jupyter-notebook linear-regression machine-learning price-prediction vscode

Last synced: 21 Jan 2025

https://github.com/maryem-jlassi/classification

The goal of this study is to predict the output feature with supervised learning methods such as KNN , SVM, Logistic Regression ...

dataset heart-disease jupyter-notebook machine-learning

Last synced: 21 Jan 2025

https://github.com/aksharabhavitha/covid19-analysis

This repository contains the analysis of COVID19 and Visualisations including the CSV file used.

cleaning-data eda jupyter-notebook python visualisations

Last synced: 21 Jan 2025

https://github.com/friendotjava/student-final-grade-prediction

A machine learning project predicting students' final grade using Linear Regression.

jupyter-notebook linear-regression machine-learning python students-prediction

Last synced: 21 Jan 2025

https://github.com/flazefy2/ds-animal_analyzing

https://www.kaggle.com/datasets/willianoliveiragibin/animal-analyzing

animals data-science jupyter-notebook matplotlib python statistics

Last synced: 21 Jan 2025

https://github.com/stephen-adwini-badu/09.-loan-eligibility-project

This project aims to predict loan eligibility for potential customers based on various financial, demographic, and personal attributes. By employing machine learning models, the notebook explores how well different algorithms can classify loan applicants into eligible or non-eligible categories.

classification-model data-science jupyter-notebook machine-learning predictive-modeling

Last synced: 21 Jan 2025

https://github.com/thekartikeyamishra/small-language-model-chatbot

The Small Language Model Chatbot is a Python-based interactive chatbot built using Hugging Face's distilGPT-2 model. The chatbot is fun, lightweight, and ideal for demonstrating the capabilities of small-scale language models. It includes interactive widgets for user input and a visual element that tracks and displays .

ai chatbot distilgpt-2 googlecolab gpt2 gpt2-chatbot ipywidgets jupyter-notebook llm python slm transformer

Last synced: 21 Jan 2025

https://github.com/radhikareddy-chintareddy/big-data-analysis-ny-weather-air-quality-2022

End-to-end workflow showcasing database setup, API development, and interactive data retrieval of large datasets. Includes integration and analysis of 2022 SURFACE HOURLY weather data (global, US, and NY) merged with NY air pollution data from the EPA to uncover actionable insights.

big-data-analytics data-integration data-visualization flask-restful jupyter-notebook pymysql python

Last synced: 21 Jan 2025

https://github.com/kelvenvs/product-data-scraper

A ferramenta automatiza a coleta e formatação de dados de um site de vendas online. Com Selenium, faz o scrap das categorias de produtos, salva os links em Excel e, depois, limpa e formata as informações, como códigos, preços e impostos, usando expressões regulares.

jupyter-notebook openpyxl pandas psutil python selenium

Last synced: 21 Jan 2025

https://github.com/giangson-5/cyclegan-for-horse2zebra-image-translation

The "CycleGAN for Horse2Zebra" project uses deep learning to translate horse images into zebra images and vice versa. It involves preparing the dataset, building Generators and Discriminators, employing key loss functions, and using the Adam optimizer. The model is trained and evaluated using tools like Python and PyTorch.

computer-vision cyclegan deep-learning gan jupyter-notebook kaggle

Last synced: 21 Jan 2025

https://github.com/juanpablogil/jupyter-ruby-devcontainer

This repository is a lightweight setup to run Jupyter Notebooks with the IRuby kernel to support Ruby programming within the Jupyter ecosystem. It also includes support to ensure a consistent, reproducible development environment via Visual Studio Code Dev Containers.

jupyter-notebook ruby

Last synced: 21 Jan 2025

https://github.com/stephen-adwini-badu/10.-bank-churn-project

This project aims to predict customer churn in a banking environment using machine learning models. The goal is to identify patterns in customer behavior that lead to churn and use predictive analytics to classify customers as churners or non-churners.

churn-prediction data-science jupyter-notebook machine-learning predictive-modeling

Last synced: 21 Jan 2025

https://github.com/giangson-5/object_detection_with_yolov11

This project uses YOLOv11 to detect five vehicle types: Ambulance, Bus, Car, Motorcycle, and Truck. Key steps include data preparation, training, evaluation using mAP@50, and deployment in ONNX format, focusing on improving detection for underrepresented classes.

computer-vision deep-learning detection jupyter-notebook kaggle yolo

Last synced: 21 Jan 2025

https://github.com/giangson-5/robust-pca_for_background_extraction

This project uses RPCA to separate static backgrounds from video frames. RPCA is better than traditional PCA at handling noise and outliers, making background subtraction more accurate. Useful for video surveillance and motion analysis. It enhances the precision of object detection by focusing on significant changes in the scene.

computer-vision jupyter-notebook kaggle robust-pca video

Last synced: 21 Jan 2025

https://github.com/karimabousselham/sortandsearchinrust

This is a simple repository about sorting and searching algorithms I have created as a prelude in my Rust learning journey. The objective is to code some of the most known sorting and searching algorithms

jupyter-notebook rust searching-algorithms sorting-algorithms

Last synced: 21 Jan 2025

https://github.com/singhvishal003/e-commerce-recommendation-system

Real Time E-commerce recommender system based on user's recent browsing or purchase history.

css html jupyter-notebook pandas python surprise

Last synced: 21 Jan 2025

https://github.com/miss-mhv/data-analysis-for-social-buzz

In this work, we focus on a small dataset extracted from a large enterprise dataset on social buzz.

data jupyter-notebook python

Last synced: 21 Jan 2025

https://github.com/imenapr/crime-news-ai-nlp-machine-learning

This project aims to perform topic modeling on a dataset of crime-related news articles in New York City using **Latent Dirichlet Allocation (LDA) and Mallet's LDA Model. The articles were collected over a two-month period through continuous querying using the News API.

backend-apis backend-development crime-analysis crime-data-analysis crime-detection google-colab-notebook jupyter-notebook news-api news-apis nlp-machine-learning nlp-resources python python-library

Last synced: 21 Jan 2025

https://github.com/elishah-john/happiness-report-2019

Analysis of "Happiness Report 2019" using python.

data-analysis data-visualization educational jupyter-notebook python

Last synced: 21 Jan 2025

https://github.com/stephen-adwini-badu/06.-british-airways-project

This project focused on developing a classification model to differentiate between customers who book flights and those who cancel. Machine learning techniques were utilized to create an accurate prediction model. This enabled a better understanding of customer behavior and enhanced booking retention strategies

classification-model data-science jupyter-notebook machine-learning predictive-modeling random-forest-classifier

Last synced: 21 Jan 2025

https://github.com/hafidaso/predicting-industrial-machine-downtime-level-2

This project analyzes operational data from high-precision metal component manufacturing machines to predict and prevent downtime. The analysis aims to support proactive maintenance planning through data-driven insights.

jupyter-notebook pandas python seaborn

Last synced: 21 Jan 2025

https://github.com/jarekserafin/nlp

A uni project that uses NLP to categorize a clause as abusive or correct agreement statement based on its content.

jupyter-notebook machine-learning natural-language-processing nlp

Last synced: 21 Jan 2025

https://github.com/g-wtham/trash-classification-cnn-transferlearning

Real-time trash classification using CNN and transfer learning (MobileNetV2 and NASNetMobile) to identify waste materials

cnn jupyter-notebook mobilenetv2 nasnetmobile python transfer-learning

Last synced: 21 Jan 2025

https://github.com/stephen-adwini-badu/04.-quantium-project

This project involved extensive exploratory data analysis (EDA) to detect trends and patterns. The analysis covered the unit price differences of rides between customer groups. Multiple classification models such as Random Forest, Gradient Boosting, and XGBoost were used to predict high-spending customers and identify key segments

customer-segmentation data-science data-visualization jupyter-notebook machine-learning predictive-modeling

Last synced: 21 Jan 2025

https://github.com/haonamnguyen/data-science-job-analysis

Evaluate the factors influencing salary trends in the data science industry, including experience levels, job titles, employment types, company sizes, and remote work arrangements, to help HR teams and hiring managers make data-driven decisions regarding compensation packages and recruitment strategies.

data-analysis data-science data-visualization jupyter-notebook python

Last synced: 21 Jan 2025