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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/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/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/andrew2077/ai_in_medical_fields

A ML learning course provided by faculty of engineering Cairo university to 3rd grade students of the Biomedical & software department

jupyter-notebook machine-learning sklearn

Last synced: 19 Nov 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/chdl17/marvelvsdc

This GitHub repository contains Python and Tableau for analyzing Marvel Vs DC superheros.

excel jupyter-notebook numpy pandas python tableau-public

Last synced: 10 Nov 2024

https://github.com/chesterxalan/classwork-pythonmlapplicationdevelopment

The classwork from Python ML Application Development.

ai classwork jupyter-notebook ml python

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/bishopce16/bikesharing

Creating worksheets, dashboards and stories to visualize data with Tableau.

jupyter-notebook pandas python tableau visual-studio-code

Last synced: 10 Nov 2024

https://github.com/bishopce16/cryptocurrencies

An analysis on cryptocurrencies dataset using unsupervised machine learning, PCA algorithm, and K-means clustering.

hvplot jupyter-notebook pandas plotly python scikit-learn unsupervised-machine-learning visual-studio-code

Last synced: 10 Nov 2024

https://github.com/bishopce16/pyber_analysis

The purpose of this project was to complete an exploratory analysis and create visualizations of the 2019 ride sharing data from PyBer.

data-analysis data-visualization jupyter-notebook matplotlib pandas python

Last synced: 10 Nov 2024

https://github.com/bishopce16/school_district_analysis

The school board requested an analysis on the various performance metrics for the school district.

data-analysis jupyter-notebook numpy pandas python visual-studio-code

Last synced: 10 Nov 2024

https://github.com/bishopce16/world_weather_analysis

The project’s objective is to improve a travel app to give customers a way to decide their travel destination and ideal hotel based on weather preferences.

apis citipy datetime gmaps json-traversal jupyter-notebook matplotlib numpy pandas python requests scipy

Last synced: 10 Nov 2024

https://github.com/bishopce16/mission-to-mars

A web-scraping project to build a web application to scrape various website for data related to the mission to mars and present the data and images on a single page.

beautifulsoup4 datetime flask-application html jupyter-notebook mongodb pandas pymongo python splinter webdrivermanager

Last synced: 10 Nov 2024

https://github.com/bishopce16/credit_risk_analysis

An analysis to build and evaluate a dataset from LendingClub to discover credit risk using Supervised Machine Learning Algorithms.

imbalanced-learning jupyter-notebook machine-learning machine-learning-algorithms pandas python scikit-learn visual-studio-code

Last synced: 10 Nov 2024

https://github.com/eifinger/iotp-cost-calculator-jupyter

A notebook for analyzing the data generated by https://github.com/eifinger/iotp-cost-calculator

cloudant jupyter-notebook watson-iot-platform

Last synced: 06 Nov 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/waf/dotnetconfthailand.2020.csharp9

Presentation from .NET Conf 2020, on C# 9.0

csharp dotnetconf dotnetconfthailand jupyter-notebook

Last synced: 15 Oct 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/tiagocavalcante/quantum-computing

Code for Qiskit learning and experiments

jupyter-notebook quantum-computing

Last synced: 14 Oct 2024

https://github.com/nishi1612/computational-and-numerical-methods

SC374 Computational and Numerical Methods : Weekly Assignments in python based on bisection, newton-raphson, secant, jacobi, gauss-seidel methods.

bisection-method colab-notebook gauss-seidel jacobi jupyter-notebook newton-raphson numerical-methods python3 secant-method

Last synced: 06 Nov 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/krassowski/jupyterlab-color-picker

Colo(u)r picker for JupyterLab 4+ and Jupyter Notebook 7+

jupyter-notebook jupyterlab jupyterlab-extension

Last synced: 14 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/kristianperkins/nbrequests

Display requests in Jupyter Notebook

client http json jupyter jupyter-notebook requests rest

Last synced: 14 Oct 2024

https://github.com/abalbekov/nbrshell

Set of "cell magic" functions to remotely execute a shell script typed in a Jupyter Notebook cell, with the shell script output streaming back to the notebook.

jupyter-notebook remote-shell-script

Last synced: 14 Oct 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/chrispsang/healthcare-dataanalysis

Analyze synthetic patient data to identify trends, improve healthcare delivery, and predict patient outcomes using machine learning models. Includes data exploration, preprocessing, model building, and visualizations.

data-analysis data-science data-visualization healthcare jupyter-notebook machine-learning python

Last synced: 06 Nov 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/samarthhchinivar/stock-python

Predicts the stock trend, with the help of LSTM Model

jupyter-notebook lstm machine-learning python3 streamlit

Last synced: 10 Nov 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/the-ethan-hunt/nlp-practice

My journey into Natural Language Processing using nltk

jupyter-notebook natural-language-processing nltk

Last synced: 18 Oct 2024

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

Playground for data visualization notebooks

data-visualization jupyter-notebook python

Last synced: 18 Oct 2024

https://github.com/starlord-daniel/imagegatherer

Jupyter notebook to collect and save images for a specific query.

cognitive-services jupyter-notebook

Last synced: 29 Oct 2024

https://github.com/josecsotomorales/projeto-custos-stn

Projeto Custos Secretaria do Tesouro Nacional (STN)

aws dbt docker json jupyter-notebook postgresql pyspark python spark

Last synced: 15 Oct 2024

https://github.com/cliffordnwanna/financial_inclusion_prediction_app

The Financial Inclusion Prediction project predicts bank account ownership among individuals in East Africa using demographic data. Built with Streamlit and powered by a Random Forest Classifier, the app provides instant predictions based on user inputs, addressing financial accessibility for approximately 33,600 individuals.

algorithms cloud data-science deployment finance financial-modeling jupyter-notebook machine-learning predictive-modeling streamlit

Last synced: 19 Oct 2024

https://github.com/cliffordnwanna/expresso_churn_prediction_app

The Expresso Churn Prediction App is a machine learning-based web application designed to predict customer churn for Expresso, a telecommunications service provider in Africa. This project demonstrates proficiency in data preprocessing, machine learning model training, and deploying interactive web applications using Streamlit.

churn-prediction cloud deployment jupyter-notebook machine-learning modeling preprocessing streamlit

Last synced: 19 Oct 2024

https://github.com/chigurakula-bs/bitcoin-price-prediction-using-lstm

Built a machine learning model to accurately predict the price of the bitcoin. Achieved the prediction accuracy of 90% using LSTM.

jupyter-notebook lstm-model machine-learning-algorithms

Last synced: 06 Nov 2024

https://github.com/teresaromero/palmer-penguins

Mid-Bootcamp project for Core Code school Big Data & Machine Learning course.

docker docker-compose flask jupyter-notebook mongodb mongoshell pandas pymongo python streamlit streamlit-application vega-lite

Last synced: 15 Oct 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/chigurakula-bs/forecasting-time-series-on-covid-19

COVID-19 is one of the most pandemic problems today, many countries suffer tohandle COVID-19 problems. Data mining techniques provide a good quality tool for improving manual analysis identification COVID19 cases per day, deaths per day and number of patients cured per day.

arima-model data-mining-algorithms data-visualization jupyter-notebook sarima-model

Last synced: 06 Nov 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/chesterxalan/licenseplaterecognition-keras

A Taiwanese license plate recognition (LPR) system in Keras.

ai deep-learning jupyter-notebook keras license-plate-recognition python taiwanese

Last synced: 15 Nov 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/manudebuck/python-json-filelogger

📖 log data to json-files from within your code

json jupyter jupyter-notebook logging python3

Last synced: 15 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/andreypomortsev/statistical-list.pop-performance-evaluation

This repository contains a performance comparison of list.pop() versus list.pop(-2) in Python. The project involves measuring execution times of these list operations, performing statistical tests to evaluate the significance of differences, and visualizing the results using histograms and box plots.

jupyter-notebook scipy statistics visualization

Last synced: 15 Oct 2024

https://github.com/bursasha/pandas-numpy-matplotlib-cavies-analysis

Complete statistical analysis of cavy lifetime dataset using Python, Pandas, NumPy, Matplotlib, and SciPy to explore, visualize, and infer the impact of bacilli infection on cavy lifetimes 🦫

cavy dataset-analysis distribution-fitting hypothesis-testing jupyter-notebook matplotlib numpy pandas python-analysis scipy statistical-analysis statistical-methods

Last synced: 15 Oct 2024

https://github.com/c-mohammed-zaid/python

A diverse collection of Python projects showcasing skills in game development, data manipulation, and utility tools, including classic games, encryption, and data analysis.

jupyter-notebook matplotlib numpy pandas python scipy turtle

Last synced: 15 Oct 2024

https://github.com/aanyasaroha/e-mail-spam-detection

Mail are checked whether they are spam or not in the given dataset

emailspamdetection jupyter-notebook python

Last synced: 10 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/mumtaz4118/driver-drowsiness-detection-using-opencv

It is a open-CV based project to detect drowsiness of a driver from video footage

computer-vision cv jupyter-notebook opencv python video-processing

Last synced: 07 Nov 2024

https://github.com/marioreggiori/jupyter-stack

Jupyter Stack including: datascience (R & Julia), xeus-cling (C++) & tensorflow

cplusplus julialang jupyter jupyter-notebook rlang science tensorflow

Last synced: 20 Oct 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/jdacoello/data-camp

Data Camp projects. Solutions to practical exercises (www.datacamp.com)

data-exploration jupyter-notebook

Last synced: 16 Nov 2024

https://github.com/risdenk/apache-lucene-notebooks

Apache Lucene - Jupyter Notebooks

apache jupyter-notebook lucene

Last synced: 16 Oct 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/renatooliveiira/linear_regression_analysis

Projeto de Machine Learning - Regressão Linear

jupyter-notebook jupyterlab python

Last synced: 07 Nov 2024

https://github.com/sebi75/machine-learning

A repository with code for the machine learning specialization course from coursera

coursera gradient-descent jupyter-notebook linear-regression machine-learning

Last synced: 02 Nov 2024

https://github.com/victoriacheng15/all-earthquakes-data

Python fetches earthquake data from an API, storing it in both CSV and PostgreSQL (Docker). Jupyter Notebook will be used for future data visualization.

csv dbeaver docker jupyter-notebook matplotlib pandas python seaborn

Last synced: 21 Oct 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/renatooliveiira/strategic-shopping-insights

Análise de Preferências de Compras no Shopping: Insights Estratégicos para Aumento de Lucros

jupyter-notebook jupyterlab python

Last synced: 07 Nov 2024

https://github.com/renatooliveiira/tesla_analysis

Análise do Desempenho das Ações da Tesla

jupyter-notebook jupyterlab python

Last synced: 07 Nov 2024

https://github.com/pgmccann/carpentry_notebooks

Jupyter notebooks support Software Carpentry

jupyter-notebook python python-3 python-3-6 r software-carpentry

Last synced: 26 Oct 2024

https://github.com/pwildenhain/word-jumble-solver

Solve my daily word jumble puzzle

jumble-solver jupyter-notebook python

Last synced: 21 Oct 2024

https://github.com/encoreshao/data-science

Data analyze examples, using Jupyter notebook and Python!!!

data dataanalysis encore jupyter-notebook

Last synced: 21 Oct 2024

https://github.com/ranocha/convexrelaxationrungekutta

Relaxation Runge-Kutta Methods for Convex Functionals

jupyter-notebook runge-kutta-methods stability

Last synced: 15 Oct 2024

Jupyter Notebook Awesome Lists
awesome-jupyter 205 awesome-google-colab 73 best-of-jupyter 447 Awesome-GEE 200 awesome-scientific-writing 61 awesome-machine-learning-jupyter-notebooks-for-colab 35 awesome-jupyter-resources 632 awesome-stable-diffusion 36 Jupyter-Guide 603
Jupyter Notebook Categories
交互式小部件和可视化 132 JupyterLab扩展 118 Python API 102 Tutorials 100 JupyterLab Extensions 99 Interactive Widgets & Visualization 88 Jupyter内核 72 Jupyter-Notebook分享与格式转换 55 Jupyter-Notebook工具 52 Jupyter拓展 51 JavaScript API 49 Jupyter Kernels 48 Notebook Sharing & Conversion 42 Deep Learning Learning Resources 42 Deep Learning Tools, Libraries, and Frameworks 41 TensorFlow Tools, Libraries, and Frameworks 38 PyTorch Tools, Libraries, and Frameworks 36 Visualization 35 Technologies 35 C/C++ Learning Resources 34