Ecosyste.ms: Awesome

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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/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/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/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/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/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/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/enyaude/california_house_price_prediction

Developed a California house price prediction model utilizing linear regression and Random Forest, and applied machine learning techniques such as Ridge, and Lasso for optimization in Python.

jupyter-notebook linear-regression python random-forest scikit-learn streamlit

Last synced: 31 Oct 2024

https://github.com/s0fft/airline-passenger-satisfaction

Airline-Customer-Model — Machine Learning Project on: Scikit-learn / Pandas / Matplotlib / Seaborn

jupyter-notebook mashine-learning matplotlib pandas python3 scikit-learn seaborn

Last synced: 31 Oct 2024

https://github.com/controldata23/automobiles-data-exploration

An Exploratory Data Analysis done on an Automobiles dataset from kaggle

data-exploration data-visualization eda jupyter-notebook matplotlib python-data-analysis

Last synced: 31 Oct 2024

https://github.com/niths7/facial-points-estimation-along-with-andromorphic-distance-measurement-

This project uses facial landmark detection to calculate anthropometric measurements from images, such as eye width and mouth width, by converting pixel distances to real-world units (centimeters). A custom reference scale is set by the user, allowing for accurate measurements of facial features. The project leverages OpenCV, dlib, and matplotlib.

computer-vision jupyter-notebook opencv python3

Last synced: 31 Oct 2024

https://github.com/zahediparsa/nlp_ta_uok

This repository contains exercises designed for students in the Natural Language Processing (NLP) course at the University of Kurdistan, taught by Dr. Fatemeh Daneshfar. The course took place from February 2024 to July 2024.

cbow jupyter-notebook matplotlib nlp nltk numpy pandas python tf-idf

Last synced: 31 Oct 2024

https://github.com/harshavardh8n/machine-learning-projects

Machine Learning Projects: A collection of machine learning projects developed as part of the curriculum, utilizing libraries such as NumPy, Pandas, Seaborn, and Matplotlib. These projects demonstrate various algorithms, including Apriori and Decision Trees, showcasing practical applications and data analysis techniques.

apriori-algorithm decision-trees jupyter-notebook machine-learning numpy pandas python

Last synced: 31 Oct 2024

https://github.com/controldata23/population-of-countries

An Exploratory Data Analysis done on a Countries dataset from kaggle

data-analysis-python data-cleaning data-exploration eda jupyter-notebook pandas

Last synced: 31 Oct 2024

https://github.com/rushilsharma1/iphonesales_eda

An exploratory data analysis of an Iphone sales in jupyter notebook with the help of python and its libraries

data-science exploratory-data-analysis jupyter-notebook numpy pandas python seaborn

Last synced: 31 Oct 2024

https://github.com/swhors/analyzedata-with-jupyter

쥬피터 노트북을 이용하여 데이터 분석을 연습하는 프로젝트 입니다.

finance-data-analysis jupyter-notebook python sample

Last synced: 31 Oct 2024

https://github.com/yuvrajs2003/chatbot-project

A project regarding the implementation of a simple chatbot

jupyter-notebook keras pickle python tensorflow

Last synced: 31 Oct 2024

https://github.com/rajull-agrawal/customer_analysis

This project is for data analysis on customer-related datasets using PySpark and tablaeu.

csv jupyter-notebook pyspark python tableau

Last synced: 31 Oct 2024

https://github.com/giovanni-ottaviano/genetic-algorithm-survival-game

Develop survival instinct in a population using genetic algorithms

genetic-algorithms jupyter-notebook python survival-game

Last synced: 31 Oct 2024

https://github.com/cordeiroandres/waze-user-churn-prediction

The main objective of this project is to develop a predictive model that can accurately identify users who are at risk of churning from the Waze platform

churn-prediction cnn coursera deep-learning googleadvancedanalyticsprofessionalcertificate gru jupyter-notebook lstm machine-learning-algorithms python random-forest rnn waze xgboost

Last synced: 31 Oct 2024

https://github.com/buddhinik/loan-default-prediction

This project uses HomeEquity dataset (hmeq) to build a classification model to predict clients who are likely to default on their loan and give recommendations to the bank on the important features to consider while approving a loan.

data-science data-visualization decision-trees jupyter-notebook logistic-regression machine-learning python random-forest

Last synced: 31 Oct 2024

https://github.com/vikktor93/global-air-pollution

This repository contains an initial data analysis of the global_air_pollution dataset. This dataset measures air quality levels in different cities around the world.

air-quality anaconda contaminants data-analysis-python data-science jupyter-notebook python python3

Last synced: 31 Oct 2024

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

The classwork from Python DL Application Development.

ai classwork jupyter-notebook ml python

Last synced: 31 Oct 2024

https://github.com/ds-fau-ck/fintech-data-migration

Implementing Change Data Capture for Seamless Fintech Data Migration

adls azure-sql-database azure-synapse delta-tables jupyter-notebook pyspark python3 sql

Last synced: 31 Oct 2024

https://github.com/eliasdeallmeida/dijkstra-algorithm

Implementação do algoritmo de Dijkstra em Python com exemplos

dijkstra-algorithm graph jupyter-notebook python

Last synced: 31 Oct 2024

https://github.com/eliasdeallmeida/ford-fulkerson-algorithm

Implementação do algoritmo de Ford-Fulkerson em Python com exemplos

ford-fulkerson-algorithm graph jupyter-notebook python

Last synced: 31 Oct 2024

https://github.com/srishtityagii/coursework

Ok let me be honest pigga-chan i just learned that internet is real like 2 days ago. So here i'm experimenting and trying not to die during the process. Anyways, check out this repo i have created exclusively for meow pictures.

jupyter-notebook machine-learning predictive-modeling python statistics

Last synced: 31 Oct 2024

https://github.com/sajjad425/excel_to_pdf

This Python script uses the win32com module to automate Microsoft Excel and convert an Excel worksheet into a PDF file.

exceltocsv exceltopdf jupyter-notebook python python-script python3

Last synced: 31 Oct 2024

https://github.com/lavkalsi/celebrityfacematchwebsite

This project is a Celebrity Face Match Website that identifies which Bollywood celebrity you resemble by analyzing your uploaded photo. Using the VGGFace model for facial feature extraction, MTCNN for face detection, and cosine similarity for matching, the app compares your image with a database of celebrity faces to provide the best match.

cnn-model data-science jupyter-notebook machine-learning python streamlit vggface

Last synced: 31 Oct 2024

https://github.com/fg1/ipynb_format

A code formatter for python code in ipython notebooks

jupyter-notebook yapf

Last synced: 31 Oct 2024

https://github.com/psgebeline/b2_plotter

A simple Python package for use by Belle II analysts to make various plots out of pandas dataframes and numpy arrays.

jupyter-notebook matplotlib matplotlib-pyplot numpy pandas pandas-dataframe python uproot visualization-tools

Last synced: 31 Oct 2024

https://github.com/tfiers/tfiers-py

My matplotlib style & notebook setup

jupyter-notebook matplotlib python

Last synced: 31 Oct 2024

https://github.com/erick-bryan-cubas/teste-candidatura-cilia-tecnologia

Este repositório contém a resolução do teste de candidatura para a vaga de Cientista de Dados na Cilia Tecnologia.

airflow google-colab jupyter-notebook postgresql python sqlite3

Last synced: 19 Nov 2024

https://github.com/thecrazymage/network-science-project

:mailbox_with_mail: Social network analysis project

graphs jupyter-notebook network-analysis networkx vk-api

Last synced: 31 Oct 2024

https://github.com/clemsciences/lidar-notebooks

Notebooks for the lidar-processor repository

jupyter-notebook lidar

Last synced: 19 Oct 2024

https://github.com/16maarten/data-science

Data science project

jupyter-notebook python

Last synced: 13 Nov 2024

https://github.com/alexandrehiroyuki/bcc_endofcourseproject

End of course project for "Bases Computacionais da Ciência" class at UFABC.

data-science data-visualization jupyter-notebook python

Last synced: 17 Oct 2024

https://github.com/adirthaborgohain/cord-19-literature-review

A Literature Review using Text Mining methods on a subset of academic research papers published on COVID-19.

clustering jupyter-notebook nlp text-analysis text-mining topic-modeling

Last synced: 23 Oct 2024

https://github.com/rodrigogiraoserrao/mpm

Booklet teaching Mathematica to maths students from my university course.

book education jupyter jupyter-book jupyter-notebook mathematica teaching

Last synced: 27 Oct 2024

https://github.com/darenr/gradientboostingmachines

Notebooks exploring strengths and weaknesses of GBM based classifiers

jupyter-notebook lightgbm pandas scikit-learn xgboost

Last synced: 23 Oct 2024

https://github.com/uts-cic/tap-notebooks-jupyter

Jupyter and Zeppelin notebooks that use the Text Analytics Pipeline (TAP)

jupyter-notebook scala text-analysis writing-analytics

Last synced: 13 Nov 2024

https://github.com/sajalvats/python-hotel-data-analytics

AtliQ Grand Hotels is facing severe challenges from its competitors and is losing market share and revenue. The management wants to implement data-informed decision-making to increase their revenue

jupyter-notebook pandas pandas-dataframe pycharm python

Last synced: 31 Oct 2024

https://github.com/upes-open/open-cryptocurrency-analysis

A web app to visualise and predict the cryptocurrency’s impact by using Web scraping, data exploration, EDA and Data Visualization.

analysis cryptocurrency data-analysis data-science data-visualization jupyter-notebook streamlite visualization

Last synced: 08 Nov 2024

https://github.com/whoislisalisa/ISS-VUT-FIT

Projects for VUT FIT - ISS.

fit iss jupyter-notebook vut vutfit

Last synced: 23 Oct 2024

https://github.com/RaphaelGervaisLavoie/MPTA

Numerical implementation of the Multicomponent Potential Theory of Adsorption in Python

adsorption jupyter-notebook python

Last synced: 28 Oct 2024

https://github.com/mohamedasad10/linearregression-machinelearning

Showcasing the work done for the CSC312 Machine Learning assignment, where linear regression is implemented from scratch and compared with sklearn's library. The project highlights the importance of feature scaling and demonstrates how to optimize models for accurate predictions.

jupyter-notebook linear-regression machine multivariate-regression python

Last synced: 13 Nov 2024

https://github.com/reclaim-the-night-leeds/crime-hotspots-uk

A python script that identifies and produces graphs of assult hotspots within the UK

jupyter-notebook politics produces-graphs python uk

Last synced: 20 Oct 2024

https://github.com/dnlzrgz/uned-glossary-to-anki

Workaround to extract terms and definition from glossary files from the UNED and migrate them to Anki.

anki jupyter jupyter-notebook workflow

Last synced: 05 Nov 2024

https://github.com/ghaiszaher/jumpynn

A trial to train a neural network to play Facebook's Jumpy Jumpy Game

jupyter-notebook machine-learning neural-network

Last synced: 11 Nov 2024

https://github.com/raptorblingx/fastapi_ml_task

This project demonstrates a complete pipeline for building a machine learning model using XGBoost on sustainable energy data, integrated with a FastAPI-based REST API. The application allows users to upload data, train the model, and make predictions via API endpoints. Docker and PostgreSQL are used for containerization and data management.

api-development data-pipeline data-science docker docker-compose fastapi jupyter-notebook machine-learning model-training postgresql python rest-api sustainable-energy xgboost

Last synced: 31 Oct 2024

https://github.com/gfav-cybergeek/prodigy_ml_01

A linear regression model to predict house prices based on square footage, number of bedrooms, and bathrooms. Includes feature engineering, preprocessing, and model evaluation.

ai airtificialintelligence algorithms algorithms-and-data-structures data-structures data-visualization jupyter jupyter-notebook jupyterlab machine-learning machine-learning-algorithms machine-learning-models python

Last synced: 31 Oct 2024

https://github.com/shubhamsoni98/classification-with-random-forest---2

Fraud detection is a critical task for financial institutions and businesses. This document outlines the end-to-end process of predicting fraudulent activities using a Random Forest model. The process includes data preparation, exploration, model training, and evaluation.

algorithms anaconda data data-science dataflow feature-engineering jupyter-notebook machine-learning model modeltraining prediction python random-forest sql visualization

Last synced: 31 Oct 2024

https://github.com/shubhamsoni98/classification-with-random-forest-1

To classify sales into categories (Low, Moderate, High) using Random Forests to inform strategic decisions and optimize marketing strategies.

algorithms anaconda data data-science datacleaning eda jupyter-notebook machine-learning pyhton random-forest scikit-learn visualization

Last synced: 31 Oct 2024

https://github.com/sanchezluys/automatizando-archivo-word-con-datos-de-excel-con-python

Automatizar archivo de word con datos de excel con python, colab

automation excel jupyter jupyter-notebook python word

Last synced: 31 Oct 2024

https://github.com/shubhamsoni98/classification-with-decision-tree

This project predicts iPhone purchases using demographic data (gender, age, salary). A Decision Tree Classifier was used, achieving 88.16% accuracy. Insights from the model can refine marketing strategies, optimize product offerings, and boost sales by targeting key customer segments.

algorithms anaconda classification data data-science descision-tree jupyter-notebook machine-learning prediction python

Last synced: 31 Oct 2024

https://github.com/controldata23/shopping-data-from-istanbul

This analysis is an EDA done on Istanbul Shopping dataset from kaggle.

data-analysis-python data-cleaning data-exploration descriptive-statistics eda jupyter-notebook

Last synced: 31 Oct 2024

https://github.com/lienk-hjonk/bern02_workflowassignment

A simple mathematical function with a test vector

jupyter-notebook mathematical-function simple test-vector

Last synced: 31 Oct 2024

https://github.com/alexsolov28/ml_course

Курс "Технология машинного обучения", бакалавриат, 6 семестр

colab-notebooks jupyter-notebook matplotlib numpy pandas python scikit-learn seaborn

Last synced: 31 Oct 2024

https://github.com/kasraskari/skin-retouching

skin retouching and using mouse-handling with OpenCV

computer-vision inpainting jupyter-notebook mouse-events opencv python skin-retouching

Last synced: 31 Oct 2024

https://github.com/dantesbytes/electrical-grid-data

full-stack web application that provides real-time monitoring and analysis from data generated by electrical grids .

dataengineering docker fastapi jupyter-notebook machine-learning pyspark python terraform

Last synced: 31 Oct 2024

https://github.com/foggysmile/ml_labs_itmo

Лабораторные работы по машинному обучению

bert decision-trees jupyter-notebook machine-learning numpy pandas random-forest xgboost

Last synced: 31 Oct 2024

https://github.com/1ayanabil1/algorithms

Welcome to the Algorithms repository! 🚀 This repository is dedicated to documenting and sharing my journey through algorithm learning, with a special focus on the Grokking Algorithms book.

codewars codewars-solutions data-structures hackerrank hackerrank-solutions jupyter-notebook leetcode leetcode-python leetcode-solutions machine-learning prob python search-algorithm searching searching-algorithms

Last synced: 31 Oct 2024

https://github.com/lauralivers/beyond-the-binary

comprehensive data storytelling about the shortage of female ICT specialists in Switzerland

bar-chart data-visualisation data-visualization data-viz dviz geopandas jupyter-notebook python sankey-plots switzerland women-in-tech

Last synced: 31 Oct 2024

https://github.com/smahala02/magnetism-lab

This repository contains Python scripts and data for analyzing inductance in toroidal coils to calculate the magnetic permeability of ferrite materials. The project helps classify materials as soft or hard magnets based on experimental data.

data-analysis inductance jupyter-notebook magnetism python toroids

Last synced: 31 Oct 2024

https://github.com/smahala02/calorimtery

A calorimetry lab project involving Python and Excel for computing heat transfer from experimental data.

calorimetry chemistry data-analysis excel jupyter-notebook python thermodynamics

Last synced: 31 Oct 2024

https://github.com/hossein-cod/practicing-deep-learning

with keras data set we load a data base and train our machine for test

deep deep-learning jupyter-notebook keras machine-learning matplotlib numpy py python sklearn tensorflow

Last synced: 09 Oct 2024

https://github.com/dendarko/python-programming

Python programming tutorials with downloadable Jupyter notebooks to help learners practice hands-on exercises from my YouTube channel.

coding data-structures jupyter-notebook machine-learning matplotlib numpy oops-in-python pandas programming python tutorials

Last synced: 31 Oct 2024

https://github.com/inessarepeshko/python-data-processing

Acquiring theoretical and practical knowledge of effective work with data using the Python programming language, understanding of methods of data processing, analysis and visualization, as well as the use of data to make informed decisions in software development.

data-processing jupyter-notebook python

Last synced: 31 Oct 2024

https://github.com/fayzankj/airbnb-nyc-data-cleaning

Data cleaning and preprocessing project for the Airbnb NYC dataset from Kaggle. This repository documents the process of handling missing values, removing duplicates, and addressing inconsistencies. The cleaning workflow is detailed in a Jupyter Notebook for clarity.

airbnb data-cleaning data-preprocessing jupyter-notebook kaggle nyc python

Last synced: 31 Oct 2024

https://github.com/parthds02/machine-learning-foundations-for-product-managers-project

Machine learning project predicting the energy output of a power plant using environmental data (temperature, pressure, humidity, vacuum). Linear Regression and Random Forest models were compared, with Random Forest achieving better accuracy. Key steps include data exploration, model building, cross-validation, and performance evaluation.

ai ai-management data-science database energy jupyter-notebook machine-learning powerpoint-presentations random-forest

Last synced: 31 Oct 2024

https://github.com/jupyterphysscilab/jupyter-instructortools

Tools for making JupyterPhysSciLab notebook templates for student handouts

educational-software educational-technology jupyter jupyter-notebook pandas plotting python

Last synced: 09 Oct 2024

https://github.com/dmpe/container-images

Based on https://github.com/jupyter/docker-stacks, create my own fedora based images. A prototype

buildah containers data-science docker fedora jupyter jupyter-notebook

Last synced: 09 Nov 2024

https://github.com/fer-aguirre/taller-python

Cuadernos de Jupyter para aprender los fundamentos de Python 🐍

basics-of-python code-examples jupyter-notebook python

Last synced: 05 Nov 2024

https://github.com/kiendang/homebrew-formulae

Homebrew formulae I maintain for personal use

completion homebrew homebrew-formulae homebrew-tap jupyter jupyter-notebook

Last synced: 28 Oct 2024

https://github.com/robmarkcole/jupyter-raspberry-pi

Using Jupyter notebooks on a raspberry pi

jupyter-notebook raspberry-pi

Last synced: 24 Oct 2024

https://github.com/hdescobarh/simulaciones-ecologia

Simulaciones numéricas en Ecología de poblaciones

ecology espanol jupyter-notebook numerical-simulations python spanish

Last synced: 20 Oct 2024

https://github.com/sadegh15khedry/pneumonia-detection-using-cnn

Classifying chest X-ray images into two categories: Pneumonia or Normal using a Convolutional Neural Network (CNN).

cnn convolutional-neural-networks cv2 deep-learning harris-corners joblib jupyter-notebook keras kmeans-clustering matplotlib numpy orb pandas python seaborn shutil sifit tensorflow

Last synced: 11 Nov 2024

https://github.com/sadegh15khedry/housing-prices-prediction-using-randomforest

This repository contains an implementation of random forest model to predict housing prices using the Boston Housing dataset.

csv joblib jupyter-notebook matplotlib numpy pandas pil python random-forest seaborn sklearn

Last synced: 11 Nov 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 Technologies 35 Visualization 35 C/C++ Learning Resources 34