Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Jupyter Notebook
![](https://explore-feed.github.com/topics/jupyter-notebook/jupyter-notebook.png)
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.
- GitHub: https://github.com/topics/jupyter-notebook
- Wikipedia: https://en.wikipedia.org/wiki/Project_Jupyter#Jupyter_Notebook
- Repo: https://github.com/jupyter/notebook
- Created by: Fernando Pérez, Brian Granger, and Min Ragan-Kelley
- Released: December 2011
- Related Topics: ipython, python, machine-learning, data-visualization, kernel,
- Aliases: jupyter, ipython-notebook, ipynb, ipynb-jupyter-notebook, ipynb-notebook,
- Last updated: 2025-02-20 00:16:01 UTC
- JSON Representation
https://github.com/ajayarunachalam/talkingdata-adtracking-fraud-detection
Predictive Model
jupyter-notebook kaggle-competition kaggle-dataset lightgbm prediction predictive-modeling r talkingdata
Last synced: 17 Feb 2025
https://github.com/amishra15/retailsalesanalysis
Retail Analysis, Prediction and Visualization
colab data-science data-visualization jupyter-notebook machine-learning powerbi python
Last synced: 20 Jan 2025
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/nicodupont/kaggle
All my Data analysis and Competitions
data-analysis data-science data-visualization jupyter-notebook kaggle python
Last synced: 17 Feb 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/dennis-mureti/mini-project-data-science
HIV data analysis per county (use PYTHON IDE)
data-science jupyter-notebook machine-learning matplotlib numpy pandas python
Last synced: 15 Feb 2025
https://github.com/arvind-4/fire-fast
A Simple CRUD FastAPI Server with Firebase Database, And Firebase Storage.
encryption encryption-decryption fastapi firebase firebase-database firebase-realtime-database firebase-storage jupyter-notebook python uvicorn
Last synced: 17 Feb 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/oitsminez/oitsminez-so-vits-svc-4.0-model
Use @oItsMineZ So Vits SVC 4.0 models from Google Colab!
ai ai-voice ipynb-jupyter-notebook ipython ipython-notebook jupyter-notebook model oitsminez pth so-vits-svc voice
Last synced: 01 Feb 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/burhanahmed1/iris-dataset-analysis-with-pyspark
Implementation of K-means,Bisecting K-means and Decision Tree in PySpark on the Iris Dataset.
bisecting-kmeans bisecting-kmeans-clustering decision-tree decision-trees jupyter-notebook kmeans kmeans-clustering matplotlib pyspark pyspark-machine-learning pyspark-ml pyspark-mllib pyspark-python python seaborn
Last synced: 06 Jan 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
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/dhruvathaide/hatespeechdetection
It is a Hate Speech Detector using a Decision Tree Classifier
decision-tree-classifier hate-speech-detection hatespeech jupyter-notebook machine-learning machine-learning-algorithms python
Last synced: 13 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/mrfoxak/sms-email-spam-classifier
This is a sms / email spam classifier project
email-classification jupyter-notebook machine-learning python sklearn
Last synced: 26 Jan 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
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/vvipjain/iphone-sales-analysis
Iphone Sales Analysis
jupyter-notebook numpy numpy-arrays numpy-library pandas pandas-dataframe pandas-library pandas-python plotly plotly-express plotly-python python python3
Last synced: 10 Feb 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
Last synced: 23 Jan 2025
https://github.com/patricktcoakley/py-leetcode
algorithms data-structures jupyter-notebook leetcode python
Last synced: 13 Feb 2025
https://github.com/eniascailliau/cookbook
Development cookbook that contains initialization scripts and some tips 'n tricks
Last synced: 19 Feb 2025
https://github.com/humbertodias/practice-big-o
Pratice big-o
big-o c jupyter-notebook python
Last synced: 13 Jan 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/shervoe-hansen/octanol-water_partitioning
SI for n-hexanol solvation in water and n-octanol
chemistry free-energy-calculations jupyter-notebook molecular-dynamics python solvation
Last synced: 21 Jan 2025
https://github.com/snenenenenenene/vision-airport
Integrated Project: Big Data
big-data jupyter-notebook machine-learning python tensorflow
Last synced: 02 Feb 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/lkethridge/intro_to_machine_learning_project
Intro to Machine Learning Project from TripleTen
accuracy-metrics classification decision-tree-regression evaluation-metrics jupyter-notebook linear-regression logistic-regression machine-learning mean-square-error model-comparison-and-selection model-quality random-forest-regression regression scikit-learn splitting-data supervised-learning trained-models tuning-hyperparameters
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/jennynzhuang/stock_portfolio_mgmt_analys
Stock Portfolio Management and Performance Analysis
finance jupyter-notebook markowitz-portfolio-analysis portfolio-management python volatility yfinance-api
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.
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.
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