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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/sunsided/robond-notebooks

Rough collection of Jupyter Notebooks and exercises from the Udacity Robotics Nanodegree program. YMMV.

cpp cpp14 jupyter-notebook udacity udacity-nanodegree udacity-robotics-nanodegree

Last synced: 02 Nov 2024

https://github.com/robnewman/quilt

Notebooks with example code for specific Quilt data repositories

jupyter-notebook python python3 quilt

Last synced: 15 Oct 2024

https://github.com/manish506/loan-approval-prediction

Explore predictive modeling in this project by applying classification techniques to a loan approval dataset. Analyze and preprocess the data, then use models like K-Nearest Neighbors, Random Forest, SVC, and Logistic Regression to predict loan outcomes. Gain insights into approval factors and enhance prediction accuracy.

classification classification-models data-analysis data-science jupyter-notebook loan-approval-prediction machine-learning predictive-analytics predictive-modeling project python

Last synced: 31 Oct 2024

https://github.com/prajjwol09/eda-using-pandas

I did the Exploratory Data Analysis of the World Popluation from 1970 - 2022 AD using Pandas and the Jupyter Notebook as the workspace,

dataframe eda jupyter-notebook pandas population python

Last synced: 31 Oct 2024

https://github.com/jonas-jonas/text_mining

Sentiment Analysis using spaCy

jupyter-notebook nlp sentiment-analysis spacy

Last synced: 02 Nov 2024

https://github.com/alexsolov28/ml_nir

Научно-исследовательская работа по дисциплине "Технологии машинного обучения"

jupyter-notebook matplotlib numpy pandas python seaborn

Last synced: 31 Oct 2024

https://github.com/risdorn/restaurant-delivery-platforms-analysis-bdm-project

This project analyzes restaurant delivery platforms to understand customer preferences, industry competition, and expansion opportunities. Conducted as part of the BDM project from IITM, it includes descriptive stats, distribution, correlation, regression, and geospatial analysis using multiple datasets.

data-analysis data-visualization jupyter-notebook kaggle

Last synced: 31 Oct 2024

https://github.com/yvandana/chatbot

Created a simple chatbot using of LangChain & Hugging Face

chatbot huggingface jupyter-notebook langchain-python python transformers

Last synced: 31 Oct 2024

https://github.com/rijul007/text-analysis-using-python

Text mining and Natural Language Processing (NLP) applied to article data using Python.

data-science jupyter-notebook nlp python

Last synced: 31 Oct 2024

https://github.com/hellymodikalpesh/numpy

This repository is designed as a comprehensive resource for learning the NumPy library. It covers nearly all functions and features of NumPy, providing a thorough exploration of its capabilities for numerical computing and data analysis.

jupyter-notebook numpy

Last synced: 31 Oct 2024

https://github.com/elmezianech/email-spam-ham-classifier-lr

Email Classifier: A machine learning project using Python that categorizes emails into spam and ham (non-spam). Utilizes the Scikit-Learn library, employing logistic regression and TF-IDF (Term Frequency-Inverse Document Frequency) vectorization for text analysis and classification.

ai emails jupyter-notebook logistic-regression machine-learning ml numpy pandas python spam-detection spam-filtering tfidfvectorizer

Last synced: 15 Nov 2024

https://github.com/elmezianech/email-spam-ham-classifier-nb-simple

Count Vectorizer Naive Bayes Email Classifier: This Python project utilizes a simple Naive Bayes approach with Count Vectorizer to classify emails as spam or ham. The implementation focuses on word frequency for classification.

countvectorizer emails jupyter-notebook machine-learning ml naive-bayes naive-bayes-classifier numpy pandas python spam-detection spam-filtering

Last synced: 15 Nov 2024

https://github.com/elmezianech/email-spam-ham-classifier-nb-hard

Naive Bayes Email Classifier: An implementation of a 'hard' Naive Bayes classifier in Python to categorize emails as spam or ham. This code performs extensive data preprocessing, probability calculations, and model training for email classification using the raw Naive Bayes algorithm.

ai emails jupyter-notebook machine-learning ml naive-bayes naive-bayes-classifier numpy pandas python spam-detection spam-filtering

Last synced: 15 Nov 2024

https://github.com/madhans476/indian_startup_dashboard

This Streamlit Dashboard provides a comprehensive visual analysis of the various trends in the Indian startup funding ecosystem over the years.

dashboard jupyter-notebook matplotlib-pyplot pandas python3 seaborn streamlit

Last synced: 31 Oct 2024

https://github.com/harinisri012/road-lane-detection-system

The objective of this project is to develop a lane detection system that processes video footage to identify and highlight lane markings on roadways. The system provides real-time visual feedback to drivers by overlaying lane boundaries and issuing warnings when the vehicle deviates from its lane.

canny-edge-detection grayscale hough-transform image-processing jupyter-notebook opencv python3 roadlane-detection

Last synced: 31 Oct 2024

https://github.com/mehraaaaa24/stockpriceprediction

A real-time web app that predicts stock prices using an LSTM model, visualizes data with moving averages, and allows user input for stock symbols.

jupyter-notebook keras lstm-neural-networks matplotlib numpy pandas python streamlit tensorflow yfinance

Last synced: 31 Oct 2024

https://github.com/akshayreddykotha/profitable-app-profiles

Finding out which are the profitable app profiles in both Appstore and Playstore based on EDA.

appstore functions jupyter-notebook playstore python

Last synced: 11 Nov 2024

https://github.com/sanchezluys/aprendiendo-jupyter-notebook-con-anaconda

Guia para instalar y usar jupyter notebook con anaconda, python

anaconda automation jupyter jupyter-notebook python

Last synced: 31 Oct 2024

https://github.com/felpzreiz/oakland-airport-weather

Desenvolver um modelo de machine learning preciso para prever as condições climáticas no Aeroporto Internacional de Oakland com o objetivo de auxiliar nas operações aeroportuárias, como planejamento de voos, manutenção de aeronaves e segurança.

jupyter-notebook machine-learning python weather

Last synced: 31 Oct 2024

https://github.com/bblodfon/med-stat-solutions

Solutions to homework from the Fundamentals of Biostatistics, B. Rosner, Edition 8

fundamentals-of-biostatistics jupyter-notebook r-notebook rosner solutions statistics

Last synced: 16 Oct 2024

https://github.com/romanthekat/neverending-horror

Simple project about generating horror stories using 'two sentence horror' subreddit data as a source

generated horror horror-fiction jupyter-notebook python

Last synced: 24 Oct 2024

https://github.com/henriqueotogami/electrical-induction-motor

Repositório com trabalhos de cálculo para disciplina de máquinas elétricas, utilizando Python no Jupyter Notebook e LaTex com a biblioteca pylatex, através da plataforma Google Colab.

electrical-engineering electrical-machines google-colab jupyter-notebook latex pylatex python3

Last synced: 05 Nov 2024

https://github.com/henriqueotogami/imersao-dados-3-alura

Terceira edição da Imersão Dados da Alura (03 a 07/05/21). O projeto dessa edição foi inspirado em um desafio do Laboratory Innovation Science at Harvard disponibilizado no Kaggle.

alura bioinformatics data-science drug-discovery google-collab harvard-university imersaodados jupyter-notebook kaggle-challenge laboratory-innovation-science matplotlib pandas python3 scikit-learn seaborn

Last synced: 05 Nov 2024

https://github.com/patarapolw/imagedb

Store images, especially from Clipboard, in a database, and spin an image server (for usage in Jupyter Notebook).

jupyter-notebook

Last synced: 29 Oct 2024

https://github.com/mahmudmardini/cv-gaussian-median-noise-filters

Computer-Vision-Gaussian-Median-Noise-Filters is an open-source project that contains the code of Gaussian, Median, and Noise filters. I developed this project with pure python programming language and NumPy framework without using any Computer Vision built-in functions as an assignment for Istanbul Technical University Computer Vision Course.

filter image-processing jupyter-notebook noise opencv python

Last synced: 16 Oct 2024

https://github.com/kenwuqianghao/super-physics

Code for simulating experiments in Superphysics after school activity.

jupyter-notebook physics physics-simulation python

Last synced: 07 Nov 2024

https://github.com/ebadshabbir/company_profit-onehotencoding-

This project uses multiple linear regression to predict startup profits based on spending and location data from the **50 Startups** dataset. It includes data preprocessing, model training, and performance evaluation using Scikit-Learn.

jupyter-notebook machine-learning matplotlib multiple-linear-regression onehot-encoding pandas pyhton regression sklearn

Last synced: 31 Oct 2024

https://github.com/ebadshabbir/logistic_regression-binomial-

Logistic Regression on Social Network Ads Dataset This project applies Logistic Regression to predict whether a user will purchase a product based on their age and estimated salary, using the Social Network Ads dataset. The data is split into training and test sets, with feature scaling applied for normalization.

classification jupyter-notebook logistic-regression machine-learning matplotlib-pyplot numpy pandas python sklearn

Last synced: 31 Oct 2024

https://github.com/fahrettinsolak/ai-real-estate-price-forecast-project

This project demonstrates a Multiple Linear Regression model using a dataset related to real estate prices. The model is built using Python with the pandas and sklearn libraries. The dataset includes information on the area of the property, the number of rooms, the age of the building, and the price of the property.

deep-learning jupyter-notebook machine-learning matplotlib pandas phyton sklearn

Last synced: 31 Oct 2024

https://github.com/kheriberto/linear_regression_ecommerce

Simple project showcasing crafting a linear regression model with SciKit Learn

data-analysis jupyter-notebook linear-regression pandas python scikit-learn seaborn

Last synced: 31 Oct 2024

https://github.com/fahrettinsolak/ai-based-salary-scale-calculation-project

This project demonstrates a Polynomial Regression model using a dataset related to experience and salary. The model is built using Python with the pandas, matplotlib, and sklearn libraries. The dataset includes information on years of experience and corresponding salary.

artificial-intelligence deep-learning jupyter-notebook machine-learning matplotlib pandas pyhton scikit-learn

Last synced: 31 Oct 2024

https://github.com/akansharajput280799/data-driven-insights-into-job-satisfaction-and-compensation-trends

This project analyzes 2020 employee data to identify factors influencing job satisfaction, performance, and salary differences, offering insights for improving engagement and workplace strategies.

cluster-analysis colab-notebook data-cleaning descriptive-statistics factor-analysis hypothesis-testing jupyter-notebook matplotlib python scikit-learn seaborn t-test visualization

Last synced: 31 Oct 2024

https://github.com/vincenzocaputo/pystixview

A Python library to create and display STIX2 graphs

graph jupyter-notebook pyvis stix2

Last synced: 10 Oct 2024

https://github.com/vedantaher2003/-air-quality-index-levels-predicted-pbl

a platform which provides users with the predicted Air Quality Index levels of air pollution for 39 cities of India with daily, monthly and yearly trends. It also provides some of the statistics observed for AQI over these cities and various latest articles and blogs related to air pollution.

aqi arima-forecasting d3-visualization django-rest-framework github java javascript jupyter-notebook keras-tensorflow lstm-neural-networks neural-networks plotly pollution-prediction python3 recurr sarimax statistical-models tensorflow-models

Last synced: 03 Nov 2024

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/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/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/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/nathadriele/biophenotype-rag

This project implements a RAG (Retrieval-Augmented Generation) application to answer questions about phenotypes using biological and genomic data. The pipeline integrates information retrieval with response generation via language models (LLM), facilitating accurate analysis of phenotypic data.

anaconda genomic-data-analysis grafana groq jupyter-notebook langchain llm monitoring phenotypes pinecone pipeline-ingestion postgresql prefect pytest rag sql streamlit

Last synced: 03 Nov 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/skullick/movie-review-rating

Movie review binary sentiment classification using RandomForest and TF-IDF

jupyter-notebook random-forest sentiment-analysis sklearn tf-idf

Last synced: 03 Nov 2024

https://github.com/chandkund/sentiment-analysis-on-movie-reviews

Project on Sentiment Analysis of Movie Reviews using K-means clustering. This project clusters movie reviews based on their sentiment scores to understand audience reactions. Includes data preprocessing, feature selection, model development, and visualization.

data-science eda jupyter-notebook machine-learning matplotlib numpy pandas preprocessing python sklearn

Last synced: 03 Nov 2024

https://github.com/zakirangwala/emotion-classifier

The model classifies seven emotions: Anger, Contempt, Disgust, Fear, Sadness, Happy, and Surprise, using an ensemble of pre-trained VGG16, ResNet50, and InceptionV3 models. For a demonstration, refer to app.py, which constructs a Gradio app and integrates with Spotify to offer playlists tailored to each detected emotion.

artificial-intelligence gradio jupyter-notebook keras opencv python tensorflow

Last synced: 26 Sep 2024

https://github.com/shreenidhi7700/handwritten-digit-recognition-using-machine-learning-artificial-and-convolutional-neural-network

Classify a given image of handwritten digit into one of the 10 classes representing integer values from 0 to 9 using Machine and Deep learning algorithms, and compare between various models and find the classifier that works best for our project problem.

convolutional-neural-networks jupyter-notebook keras python3 tensorflow

Last synced: 10 Oct 2024

https://github.com/gattopandacorno/bigdata

Graph data science project

docker-compose gds jupyter-notebook neo4j

Last synced: 10 Oct 2024

https://github.com/chilipp/psyplot-ak-viewer-workshop-20210412

Presentation material for the psyplot demonstration at the Datahub AK Viewer workshop

jupyter jupyter-notebook presentation psyplot python tutorial visualization

Last synced: 03 Nov 2024

https://github.com/silianpan/python-data-analysis-course

python data analysis course of drotion-lega

data-analysis jupyter-notebook panda

Last synced: 06 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/coffeevampir3/easy-aesthetic-predictor

A repository for making an aesthetic prediction model based on the ConvneXt architecture.

aesthetic-assessment convnext gradio jupyter-notebook neural-network

Last synced: 16 Nov 2024

https://github.com/asis2016/global-gdp-2019-analysis

A statistical analysis on 2019 Global GDP using Choropleth maps.

data-science gdp html jupyter-notebook python statistical-analysis

Last synced: 08 Nov 2024

https://github.com/emoral435/jupyterpatents

Working with Sourav Medya to research and find out through public datasets why patents have correlated to other datasets that are public as well, such as public COVID datasets

data-science jupyter-notebook matplotlib pandas python3 seaborn

Last synced: 04 Nov 2024

https://github.com/manifoldfr/ap-maths-ts

Ressources pour approfondir le cours de mathématiques de Terminale S

jupyter-notebook latex mathematics teaching teaching-materials

Last synced: 13 Nov 2024

https://github.com/fgebhart/handson-ml

hands-on machine learning notebooks collection

jupyter-notebook machine-learning scikit-learn

Last synced: 13 Nov 2024

https://github.com/jhrcook/rl-playground

A Jupyter Lab for experimenting with Reinforcement Learning.

deep-q-network jupyter-lab jupyter-notebook jupyterlab reinforcement-learning tensorflow tensorflow2

Last synced: 13 Nov 2024

https://github.com/ranocha/convexrelaxationrungekutta

Relaxation Runge-Kutta Methods for Convex Functionals

jupyter-notebook runge-kutta-methods stability

Last synced: 15 Oct 2024

https://github.com/matthewfeickert/behnke-data-analysis-in-hep

Notes and exercises from Data Analysis in High Energy Physics, Behnke et al., 2013

jupyter-notebook physics statistical-analysis

Last synced: 16 Oct 2024

https://github.com/realkarthiknair/sem6-dvda-unit4-resources

resources from my lectures for BCA/sem6/dvda/unit4

jupyter-notebook mysql python python3 resources tkinter university

Last synced: 04 Nov 2024

https://github.com/karipov/genetic-salesman

🗺 A genetic algorithm to find the shortest path for coordinates on a cartesian plane - solution to the Traveling Salesman

genetic-algorithm jupyter-notebook matplotlib traveling-salesman-problem

Last synced: 11 Nov 2024

https://github.com/vedashreebane/movie_recommender_system

Movie Recommender System that recommends 5 most similar movies to the given movie.

jupyter-notebook machine-learning movie-recommendation pickle pycharm-ide python streamlit tmdb-api

Last synced: 31 Oct 2024

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: 09 Oct 2024

https://github.com/fahrettinsolak/ai-map-based-geographic-clustering-project

This project focuses on clustering crime incidents in San Francisco using the K-Means algorithm. The dataset is obtained from Kaggle and contains information about crime types, geographical coordinates, and other relevant features. The goal is to identify crime hotspots through geographic clustering and visualize the clusters on an interactive map.

artificial-intelligence deep-learning elbow-method jupyter-notebook machine-learning numpy openstreetmap pandas phyton plotly scikit-learn standardscaler

Last synced: 17 Oct 2024

https://github.com/johanbook/notebooks

Various Jupyter Notebooks

jupyter-notebook python

Last synced: 16 Nov 2024

https://github.com/ltfschoen/aind-simulated_annealing

Term 1 Lab 8 (Optional) by Luke Schoen for Udacity Artificial Intelligence Nanodegree (AIND)

algorithms artificial-intelligence jupyter-notebook python36 random-restart simulated-annealing travelling-salesman tsp-problem

Last synced: 17 Oct 2024

https://github.com/san-theres03/real_estate_pred_banglore

This is a project developed on platforms such as jupyter notebook, pycharm, postman and visual code

flask html-css-javascript jupyter-notebook pycharm

Last synced: 31 Oct 2024

https://github.com/ltfschoen/aind-constraint_satisfaction

Term 1 Lab 9 (Optional) by Luke Schoen for Udacity Artificial Intelligence Nanodegree (AIND)

algorithms artificial-intelligence constraint-satisfaction-problem jupyter-notebook n-queens python36 sympy

Last synced: 17 Oct 2024

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: 11 Oct 2024

https://github.com/ansh-info/hadoop-pipeline

An end-to-end data engineering pipeline to collect, store, process, and analyze property and crime data using Hadoop, Docker, MySQL, Tailscale, and Selenium

docker docker-compose hadoop jupyter-notebook mapreduce python selenium sql tailscale

Last synced: 11 Oct 2024

https://github.com/apuravdivekar2032/real-estate-price-prediction

A real estate price prediction website developed using Python with Numpy and Pandas for data cleaning Matplotlib for data visualization and scikit-learn for model building, featuring a Flask server to handle HTTP requests and integrates a user-friendly UI built with HTML, CSS, and JavaScript

flask html-css-javascript jupyter-notebook matplotlib numpy pandas pycharm python3 sklearn vscode

Last synced: 31 Oct 2024

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: 10 Nov 2024

https://github.com/smahala02/functional-properties

Physics simulations and analysis of phenomena such as Density of States, Electron Drift, and Frequency Response using Python and Jupyter notebooks. The repository contains code and data to help visualize and analyze key physical principles.

densityofstates electromobility jupyter-notebook python quantum-mechanics simulation

Last synced: 31 Oct 2024

https://github.com/jiya19g/marketview

predictive model designed to forecast stock market trends by integrating historical stock price data with sentiment analysis from social media tweets. This model leverages technical indicators and real-time sentiment to provide insights into stock movements and assist in making informed investment decisions.

gan jupyter-notebook lstm machine-learning python sentiment-analysis stock-market twitter-sentiment-analysis

Last synced: 31 Oct 2024

https://github.com/mxsaad/house-price-predictor

Linear regression model to predict the price of houses in Ames, Iowa based on 79 explanatory variables.

jupyter-notebook kaggle-competition linear-regression machine-learning

Last synced: 09 Nov 2024

https://github.com/tgerla/inaturalist-jupyter

A Jupyter notebook to query the iNaturalist API

inaturalist jupyter-notebook

Last synced: 06 Nov 2024

https://github.com/keshav479/realtime_emotion_detection

The real-time emotion detection system built using TensorFlow and Convolutional Neural Networks (CNN). The model was trained on a dataset of images to classify human emotions and achieves an accuracy of 56%. It processes live video feeds to dynamically detect and categorise facial expressions in real time

convolutional-neural-networks jupyter-notebook kaggle python tensorflow

Last synced: 11 Oct 2024

https://github.com/drill-n-bass/ovh-project

The goal of this task is to prepare statistical analysis of set of data from disks.

anaconda analysis data-analysis data-analysis-python jupyter-notebook matplotlib-python pandas python3 seaborn-plots

Last synced: 07 Nov 2024