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/viveksati5143/diabetes-prediction

Binary classification to predict people having diabetes.

jupyter-notebook machine-learning machine-learning-algorithms python3

Last synced: 24 Dec 2024

https://github.com/robertopatino1/oscars2023_data_analysis

A deep data science analysis involving tweets regarding the upcoming Academy Awards

data data-analysis-python data-science data-visualization html jupyter-notebook lda-model machine-learning python trends tweepy twitter

Last synced: 17 Nov 2024

https://github.com/kbdharun/dl-lab

This repository contains the programs that I worked out in the Deep Learning Essentials Laboratory.

college deep-learning dl ipynb jupyter-notebook machine-learning ml python sastra university

Last synced: 13 Nov 2024

https://github.com/is004/eksplorasi-dataset-covid-19

Eksplorasi dataset Covid-19 menggunakan pandas, matplotlib, dan seaborn.

covid-19 ipynb jupyter-notebook matplotlib pandas seaborn

Last synced: 13 Nov 2024

https://github.com/mehmoodulhaq570/bigquery_machine_learning_project

Developed a machine learning model to predict incident groups based on data from the London Fire Brigade service calls.

bigquery bigquery-dataset cloud database jupyter-notebook machine-learning machine-learning-algorithms ml models prediction-algorithm prediction-model python

Last synced: 22 Dec 2024

https://github.com/farrajota/benchmark_mice_algorithms

Benchmark of Multiple Imputation using Chained Equations (MICE) algorithms on missing value imputation

algorithms benchmark docker jupyter jupyter-notebook mice notebook python

Last synced: 17 Nov 2024

https://github.com/mateuschaves/vetores

Resolução dos exercícios da disciplina Vetores do curso de sistemas de informação na Universidade de Pernambuco, utilizando a ferramenta Jupyter Notebook.

algebra document geometry jupyter-notebook resolutions university-project vector

Last synced: 17 Nov 2024

https://github.com/5peaker/engineering-pancake

Tracking personal Python study - includes SeSAc, Kaggle, and so on.

jupyter-notebook kaggle machine-learning python

Last synced: 17 Nov 2024

https://github.com/jefferyustc/codesnippets

Code Snippets that are useful in daily programming, mainly in python or R language

jupyter-notebook python3 r snippets snippets-collection

Last synced: 20 Nov 2024

https://github.com/jaidevd/talentsprint-workshop

TalentSprint workshop on Machine Learning in November 2017

data-science jupyter-notebook machine-learning python sklearn tutorial

Last synced: 06 Dec 2024

https://github.com/sermonzagoto/project_python

Assesment Python from Skill Academy by Ruang Guru

data-science jupyter-notebook pandas-python python

Last synced: 30 Nov 2024

https://github.com/aniketkkajania/instagramautomation

The Instagram Automation project is a Selenium-based automation tool that simplifies tasks on Instagram. It offers functions for logging in, searching, following/unfollowing, liking/unliking posts, extracting followers, checking stories, and analyzing user behavior.

automation instagram instagramautomation jupyter-notebook python selenium webdriver webscraping

Last synced: 20 Nov 2024

https://github.com/beingamanforever/machine-leaning-techniques

The aim of this project is to foster coding and implementing algorithms from scratch. Here I have implemented various Machine Learning Techniques from scratch and compared how well they perform to pre-exisitng trained models.

algorthims jupyter-notebook machine-learning

Last synced: 09 Jan 2025

https://github.com/kanishk3813/plantpath

PlantPath is an advanced plant pathogen detection system leveraging deep learning techniques for early identification and precise classification of plant pathogens. By analyzing images of plant leaves, it empowers farmers with timely insights, minimizing crop damage and optimizing agricultural practices for sustainable farming.

cnn-model deep-learning jupyter-notebook python pytorch tensorflow

Last synced: 24 Nov 2024

https://github.com/dhrupad17/cricmind-t20-world-cup-score-predictor

The T20 World Cup Score Prediction project aims to predict the total runs scored by a team in a T20 cricket match using the XGBoost algorithm. XGBoost is a popular machine learning algorithm used for predictive modeling.

flask-application jupyter-notebook machine-learning python xgboost-algorithm

Last synced: 15 Nov 2024

https://github.com/mattdelaune/saas_cohort_analysis

This project analyzes customer segmentation and behavior using data science and cohort analysis. Key metrics like CRR, NRR, CLR, and CLV are examined through detailed charts, including the cohort layer cake and CLR vs. CLV cost efficiency analysis. Exploratory Data Analysis and systematic data manipulation reveal actionable insights.

anaconda git jupyter-notebook matplotlib numpy pandas python saas-data sales-data sales-data-analysis-project seaborn

Last synced: 30 Dec 2024

https://github.com/aowangphilly/axiomathbf

A PyPi Mathematical Aid Package for Multivariate Calculus (MATH 200)

drexel jupyter-notebook math200 multivariate-calculus python

Last synced: 13 Dec 2024

https://github.com/vtickner/codecademy-data-engineer

These projects were created as part of Codecademy's Data Engineer Career Path course.

csv database json jupyter-notebook postgresql python schema sql

Last synced: 22 Dec 2024

https://github.com/codewithdark-git/ai-ml-dl-notebook

This repository contains a collection of machine learning examples implemented in Jupyter Notebooks. Each notebook demonstrates a different machine learning technique or algorithm, along with explanations and code examples.

algorithms computer-vision deep-learning diffusers docker gemini genai jupyter-notebook llm machine-learning machine-learning-algorithms machine-vision nlp pipieline pythom3 python reinforcement-learning

Last synced: 22 Dec 2024

https://github.com/prachipatel15/fake-news-detection

In this data science project idea, we will use Python to build a model that can accurately detect whether a piece of news is real or fake.

fake-news jupyter-notebook machine-learning python

Last synced: 15 Nov 2024

https://github.com/chrispyles/nbforms-server

Backend server for the nbforms Python package

jupyter jupyter-notebook python

Last synced: 22 Dec 2024

https://github.com/qjs/jupyternotebooks

Quick short and simple notebooks

jupyter-notebook

Last synced: 17 Nov 2024

https://github.com/kamakshi4023/brain-tumour-detection

ML based project which uses various techniques to build a hybrid model for identifying brain tumour in MRI images

jupyter-notebook keras machine-learning ml numpy python seaborn sklearn sklearn-metrics tensorflow

Last synced: 09 Oct 2024

https://github.com/cworld1/da-learning

Some notes and code about CWorld learning Database Analysis

data-analysis data-science jupyter-book jupyter-notebook python r

Last synced: 23 Nov 2024

https://github.com/jasoncobra3/100_days_ml

Embark on my 100-day journey into the world of Machine Learning! Explore daily logs, code snippets, and hands-on projects as I dive into ML fundamentals, advanced concepts, and real-world applications. Join the learning adventure, contribute, and let's shape the future of AI together! 🤖✨

100-days-of-ml-code 100daysofcode jupyter-notebook machine-learning machine-learning-algorithms machinelearning ml pyth python

Last synced: 22 Nov 2024

https://github.com/moindalvs/learn_about_python_dictionary

In Dictionary Keys has to be Immutable values such as tuple,string and numeric as well and¶ Values can be Anything Mutable or Immutable

from-zero-to-hero jupyter-notebook literals python3 string tuples-in-python zip

Last synced: 17 Nov 2024

https://github.com/meetup-python-grenoble/cartographie

Atelier de cartographie en Python - Meetup Python Grenoble du 28/03/2024

cartography folium jupyter jupyter-lite jupyter-notebook meetup plotly

Last synced: 20 Nov 2024

https://github.com/erikerlandson/1-pass-data-science

Demo notebook and data for Spark Summit Dublin 2017: One-Pass Data Science with Generative T-Digests

apache-spark feature-importance jupyter jupyter-notebook pyspark python t-digest variable-importance

Last synced: 06 Jan 2025

https://github.com/erikerlandson/moc-ray-demo

A demonstration of using the Ray distributed computing platform with Jupyter on Open Data Hub.

jupyter jupyter-notebook opendatahub operate-first ray

Last synced: 06 Jan 2025

https://github.com/owengombas/genyus

🐍 Lyrics analysis with genius.com, Python and Jupyter Notebooks

api data data-science genius jupyter-notebook lyrics python statistics

Last synced: 18 Dec 2024

https://github.com/mateuschaves/calculo-diferencial-e-integral-i

Resolução dos exercícios da disciplina Cálculo diferencial e integral I do curso de Sistemas de Informação na Universidade de Pernambuco

calculus derivatives integral jupyter-notebook latex-document limits resolution

Last synced: 17 Nov 2024

https://github.com/rakumar99/sales-prediction-analysis-using-machine-learning

This project predicts customer purchase amounts during Black Friday sales using machine learning models. The analysis leverages customer and product data, applying algorithms like Linear Regression, Decision Trees, and Random Forests. Future improvements include hyperparameter tuning, new feature creation, and experimenting with additional models.

jupyter-notebook machine-learning-algorithms predictive-modeling python

Last synced: 19 Dec 2024

https://github.com/goulu/python_finesses

Les finesses de Python

french jupyter-notebook python tutorial

Last synced: 22 Dec 2024

https://github.com/meetptl04/imagestyletranfer

This project demonstrates how to apply neural style transfer using TensorFlow and a pre-trained VGG19 model. The goal is to combine the content of one image with the style of another to create a stylized image. The repository includes code for image processing, loss computation, style transfer, and visualization

image-processing jupyter-notebook keras matplotlib tenserflow

Last synced: 21 Dec 2024

https://github.com/wadiebenabdouh/socialmedia-usage-pipeline

Data from Kaggle, containing wide range of users with different age, gender, and interest.

apache-spark data-visualization jupyter-notebook kaggle pyspark python spark

Last synced: 15 Nov 2024

https://github.com/anvesham/machinelearning_models_using_matlab

Stepwise Multiple Linear Regression (With Interactions) and Random Forest Regression on predicting the Productivity of the Garment Factory Workers

bagging-ensemble bayesian-optimization decision-trees jupyter-notebook machine-learning matlab multiple-linear-regression-model numpy python random-forest-regression

Last synced: 15 Nov 2024

https://github.com/garciparedes/matrix-decomposition

Set of techniques to factor arbitrary shape matrices taking advantage on some way.

garciparedes jupyter jupyter-notebook math mathematics matrix-factorization python python3 university-of-valladolid

Last synced: 15 Nov 2024

https://github.com/garciparedes/castile-and-leon-crops

Data Analysis of Castile and Leon Crops Area over the last years

castile-and-leon crops data-analysis data-science jupyter jupyter-notebook notebook spain

Last synced: 15 Nov 2024

https://github.com/asifdotexe/timeseriesanalysis

This repository serves as a central hub for all of my projects related to time series analysis. Here, you'll find a collection of projects, code samples, and resources that explore various aspects of time series data and its analysis.

data-analysis feature-engineering jupyter-notebook pandas python time-series-analysis visualization

Last synced: 15 Nov 2024

https://github.com/a-r007/totally-human-typer

This project automates typing tasks on the MonkeyType website using Selenium WebDriver. It simulates different typing methods (e.g., letter-by-letter, word-by-word) at a customizable speed and retrieves typing statistics such as words per minute (WPM), accuracy, and consistency.

jupyter-notebook monkeytype python selenium web-driver-chrome

Last synced: 09 Jan 2025

https://github.com/nirmalyabag20/diabetes-prediction-using-machine-learning

This project focuses on predicting diabetes using machine learning algorithms based on health metrics like glucose levels, blood pressure, and BMI. By comparing different models, the goal is to identify the most accurate approach for early diabetes detection, showcasing the potential of machine learning in healthcare.

decision-tree-classifier jupyter-notebook kneighborsclassifier logistic-regression matplotlib numpy pandas python random-forest-classifier scikit-learn seaborn svc

Last synced: 19 Dec 2024

https://github.com/yothgewalt/twitter-sentimental-analysis-with-tweepy

Sentiment analysis (also known as opinion mining or emotion AI) is the use of natural language processing, text analysis, computational linguistics, and biometrics to systematically identify, extract, quantify, and study affective states and subjective information. Sentiment analysis is widely applied to voice of the customer materials such as reviews and survey responses, online and social media, and healthcare materials for applications that range from marketing to customer service to clinical medicine. With the rise of deep language models, such as RoBERTa, also more difficult data domains can be analyzed, e.g., news texts where authors typically express their opinion/sentiment less explicitly.

jupyter-notebook sentiment-analysis twitter

Last synced: 29 Nov 2024

https://github.com/avs123a/image-color-spaces-morphology-demo

Simple demo that shows extracting RGB and HSV channels, converting from RGB to HSV and reverse converting. There are 4 main morphological operations used: erosion, diletion, opening and closing image

demo image-processing jupyter-notebook numpy opencv python3

Last synced: 15 Nov 2024

https://github.com/mounishvatti/fedcustom

Comparing centralised machine learning and federated learning using flower framework. Building a custom strategy over the base FedAvg called FedCustom which has a higher learning rate and several other hyper parameters to increase the accuracy.

cnn decentralized fedavg federated-learning flower hypertuning jupyter-notebook logistic-regression machine-learning python

Last synced: 15 Nov 2024

https://github.com/waleedgeorgy/deep_learning_pytorch

Contains .ipynb and other files related to deep learning (building models, transfer learning, training / testing models, data preparation, visualization, predictions, etc...).

deep-learning jupyter-notebook machine-learning python

Last synced: 22 Dec 2024

https://github.com/waleedgeorgy/ml_sklearn

Implementation of various machine learning algorithms for regression and classification & feature engineering.

data-visualization jupyter-notebook machine-learning python

Last synced: 22 Dec 2024

https://github.com/dunkelstern/electret_preamp

Electret Microphone Preamp based on Texas Instruments Single-Supply, Electret Microphone Pre-Amplifier Reference Design by John Caldwell

electret jupyter-notebook kicad microphone pcb-layout preamp schematic

Last synced: 05 Dec 2024

https://github.com/waleedgeorgy/deep_learning_tensorflow

Various different TensorFlow DL projects and materials for development, studying and referencing.

deep-learning jupyter-notebook machine-learning python

Last synced: 22 Dec 2024

https://github.com/ehvenga/ece565

ECE565 - Machine Learning : Assignments and Coursework

datascience jupyter-notebook machine-learning python regression

Last synced: 30 Nov 2024

https://github.com/kiritoind/neural-network-for-cat-image-classification

This script defines essential functions for constructing a deep neural network from scratch for image classification. It includes activation functions like sigmoid and ReLU, data loading from H5 files, parameter initialization, forward and backward propagation for training, gradient descent for parameter updates, and functions for prediction

classification computer-vision deep-learning deep-neural-networks jupyter-notebook numpy python

Last synced: 05 Jan 2025

https://github.com/craft-ai/craft-ai-starterkit-jupyter

Start using craft ai in a Python Jupyter Notebook app using the official client, in a NYC taxi context.

craft-ai jupyter-notebook machine-learning machine-learning-api python taxi

Last synced: 15 Nov 2024

https://github.com/bydevmar/jupyter_neo4j

This repository demonstrates Python integration with Jupyter Notebooks and Neo4j, showcasing a basic social media network model and database interaction.

jupyter-lab jupyter-notebook neo4j neo4j-database python3

Last synced: 21 Dec 2024

https://github.com/ashwinvis/jupyter-wordcloud

:speech_balloon: Generate wordclouds from jupyter notebooks

jupyter jupyter-notebook wordcloud

Last synced: 18 Dec 2024

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

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

apache-cassandra data-engineering data-modeling etl-pipeline jupyter-notebook python udacity-nanodegree

Last synced: 19 Nov 2024

https://github.com/shettysach/handwriting-calculator

A calculator that uses handwritten digits and operators to calculate the result, using contour detection and CNN model prediction. Tensorflow (Keras) is used to create, train and load the neural network model used for predictions. CustomTKinter is used to provide the GUI. OpenCV and Pillow (PIL) are used for contour detection.

basic-arithmetic-operations calculator cnn cnn-keras convolutional-neural-networks digit-recognition handwriting-calculator handwritten-digit-recognition jupyter-notebook keras keras-models keras-neural-networks mnist mnist-classification mnist-handwriting-recognition opencv opencv2 pillow tensorflow tensorflow-models

Last synced: 21 Dec 2024

https://github.com/34j/ut-course-catalog

Python package for fetching UTokyo Online Course Catalogue (Unofficial)

catalog course dataset hacktoberfest itc-lms itclms jupyter-notebook python syllabus university utas utokyo

Last synced: 28 Oct 2024

https://github.com/araobp/pic-mcu

Application components for Microchip PIC 8bit MCUs

jupyter-notebook mplabx mpu9250 mpu9255 physics-experiments pic16f tensorflow-experiments

Last synced: 17 Nov 2024

https://github.com/ahmedshahriar/telco-customer-churn-prediction-streamlit-app

This streamlit app predicts the churn rate using Gradient Boosting models (XGBoost, Catboost, LightGBM) on IBM Customer Churn Dataset

binary-classification binary-classifiers data-science jupyter-notebook machine-learning pandas python scikit-learn sklearn stacking-ensemble streamlit streamlit-webapp

Last synced: 16 Nov 2024

https://github.com/faizantkhan/kaggle-eda-ml-feature-engineering

Explore the Kaggle Codes Repository for concise and powerful code snippets covering the essentials of data science and machine learning. From Kaggle competitions to real-world projects, discover insights into exploratory data analysis, machine learning models, feature engineering, and data science mathematics.

data-science eda jupyter-notebook kaggle kaggle-competition kaggle-dataset kaggle-scripts kaggle-solution machine-learning machine-learning-algorithms mathematics python python-library

Last synced: 15 Nov 2024

https://github.com/ewertondrigues02/previsao-de-vendas

Previsão de vendas de uma empresa fictícia onde foi feita análise com ferramentas como Jupyter Notebook, Google Colab, Python e bibliotecas de Machine Learn como: regressão linear, arvore de decisão, scikit-learn

analise-de-dados analise-exploratoria arvore-de-decisao ciencia-de-dados colab excel google-colab jupyter jupyter-notebook machine-learning previsao previsao-de-vendas python3 regressao-linear scikit-learn

Last synced: 18 Nov 2024

https://github.com/nekruzash/regression-correlation

This is from CS2023 - AI/DS/ML class, trained a model based on different categories of data and predicted using a linear regression for the best feature that has the greatest effect on the housing prices.

jupyter-notebook python scikit-learn

Last synced: 15 Nov 2024

https://github.com/mdaffailhami/customer-data-analysis

This repository contains code and analysis for exploring customer data, focusing on profiling and contact preferences. The project includes various stages of data processing, from raw data preparation to final cleaned datasets, and employs Python and popular data analysis libraries to uncover insights and trends.

data-analysis data-cleaning data-science data-visualization jupyter jupyter-notebook pandas plotly python

Last synced: 13 Nov 2024

https://github.com/fennifith/markdowntojupyter

NodeJS script to execute & convert code blocks in markdown files to a JupyterLab Notebook.

cli jupyter jupyter-notebook nodejs

Last synced: 22 Dec 2024

https://github.com/kharizzakaye/image-segmentation

Image Segmentation using Python and Unsupervised Learning

image-segmentation jupyter-notebook python unsupervised-learning

Last synced: 16 Nov 2024

https://github.com/x-actions/python3-nbctl

将ipynb文件转化为hugo markdown文件。Convert ipynb to hugo markdown files

github-actions hugo jupyter-notebook python3

Last synced: 22 Dec 2024

https://github.com/tsu2000/bank_churn_analysis

A basic classification machine learning project to predict which customers in a bank will churn.

classification jupyter-notebook machine-learning sklearn university-project

Last synced: 15 Nov 2024

https://github.com/bajajcodes/packetanalysis

Packet Analysis using Wireshark Utilite i.e tshark . Here it is done in two parts One is DNS Packets Analysis which creates a Profile based on DNS Queries and Duration of Watch && Compares with other Profiles. Second IP_Addresses and Port Numbers Analysis in General View.

analysis jupyter-notebook python3 tshark wireshark

Last synced: 21 Dec 2024

https://github.com/ivanhercaz/canarybot

CanaryBot works in the Wikimedia projects mainly in maintenance tasks!

jupyter-notebook maintenance-tasks mediawiki-bot pywikibot wikidata wikidata-bot wikimedia

Last synced: 21 Dec 2024

https://github.com/mirsazzathossain/dockerized-jupyter

This repo 📚 contains a `docker-compose.yml` file for running a Jupyter notebook 📓 server in a Docker container 🐳. Easily save your notebooks and conda environments 🐍 to your local machine for simple access and restoration. Say goodbye to dependency issues and installation headaches 🤕 and start using Jupyter now! 🚀

anaconda-environment conda-environment docker docker-compose docker-container docker-image docker-jupyter docker-jupyter-env dockerfile jupyter jupyter-client jupyter-docker jupyter-kernels jupyter-notebook jupyter-server jupyterlab

Last synced: 21 Dec 2024

https://github.com/maastrichtu-ids/business-analytics

Business Analytics module part of Data Science certification

graph-analytics jupyter-notebook turicreate

Last synced: 21 Dec 2024

Jupyter Notebook Awesome Lists
awesome-jupyter 205 awesome-google-colab 73 best-of-jupyter 435 Awesome-GEE 200 awesome-scientific-writing 61 awesome-machine-learning-jupyter-notebooks-for-colab 35 awesome-jupyter-resources 632 awesome-stable-diffusion 49 Jupyter-Guide 603
Jupyter Notebook Categories
交互式小部件和可视化 173 JupyterLab扩展 143 JupyterLab Extensions 124 Interactive Widgets & Visualization 114 Python API 112 Tutorials 100 Jupyter内核 85 Jupyter-Notebook工具 71 Jupyter拓展 68 Jupyter-Notebook分享与格式转换 67 Jupyter Kernels 55 Notebook Sharing & Conversion 50 JavaScript API 49 JupyterHub认证 45 👑Stable Diffusion 44 Deep Learning Learning Resources 42 Deep Learning Tools, Libraries, and Frameworks 40 Technologies 39 TensorFlow Tools, Libraries, and Frameworks 39 Notebook Tools 38