Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

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/blurred-machine/hackerearth-ml-challenge-june-2020

HackerEarth Machine Learning Challenge to Predict the employee attrition rate in organizations. This repository contains my solution of achieving rank 300 (best 161)

elasticnet elasticnetregression hackerearth jupyter-notebook machinelearning python

Last synced: 11 Nov 2024

https://github.com/incubated-geek-cc/mental-healthcare-predictors

Analysis and Machine Learning Regression Model to Predict Likelihood of Seeking Mental Healthcare Treatment

jupyter-notebook machine-learning python

Last synced: 15 Nov 2024

https://github.com/jusce17/runtimecheck

Runtimecheck is an efficient Python library to help you quickly measure your functions's running time on a jupyter noetbook

jupyter-notebook library pypi python running runtime runtime-library runtime-metrics

Last synced: 27 Sep 2024

https://github.com/marc2332/sardana-jupyter

Mirror of https://gitlab.com/sardana-org/sardana-jupyter

jupyter-lab jupyter-notebook python

Last synced: 19 Oct 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/metalim/adventofcode.links

Links to my solutions for each year of Advent of Code

advent-of-code coffeescript go golang jupyter-notebook lang python

Last synced: 16 Oct 2024

https://github.com/geo-y20/loan-approval-automation-using-mongodb-and-pymongo

This project demonstrates the implementation of a loan approval system that utilizes MongoDB for distributed data storage and management, and PyMongo for database operations. The project aims to automate the assessment of loan eligibility using customer details from online applications.

crud-application data data-analysis data-science data-visualization deployment jupyter-notebook loan-default-prediction loan-prediction-analysis machine-learning machine-learning-algorithms matplotlib mongodb pymongo streamlit web

Last synced: 10 Nov 2024

https://github.com/imsahil007/kmeansimage

Python package to compress images in python using KMeans-Clustering technique

clusters image-compression jupyter-notebook kmeans-clustering pypi-package python python3

Last synced: 20 Oct 2024

https://github.com/costasak/icassp2023

Jupyter Notebook associated with our submission for the 2023 ICASSP, "Sensor Selection for Angle of Arrival Estimation Based on the Two-Target Cramér-Rao Bound"

angle-of-arrival array-processing icassp icassp2023 jupyter jupyter-notebook multi-target notebook sensor-selection signal-processing sparse-sensing

Last synced: 12 Nov 2024

https://github.com/mekhyw/modeling-and-simulation-of-the-physical-world

Discrete and continuous mathematical modeling of 1st and 2nd order dynamical systems, numerical simulation of models of dynamical systems using Python, principles of scientific methodology. Credits to professors Fabio Pelicano, Fabio Bobrow and Fabio Hage

excel jupyter-notebook object-tracking scipy simulation

Last synced: 12 Nov 2024

https://github.com/qhdwight/stanford-intern-2019

My project for my 2019 Stanford summer internship

awscli django golang jupyter-notebook postgresql python

Last synced: 08 Oct 2024

https://github.com/dakshaau/image_classifier

Classify images as 'spam' or 'not spam' and measure performance

image-classification jupyter-notebook python3 scikitlearn-machine-learning

Last synced: 07 Nov 2024

https://github.com/germanpaul12/my-chess-com-games-analyzed-and-presented-on-streamlit

My Streamlit Web App in which I show the findings of analyzing all my chess.com games 😮 Analyze your own games by just providing the username 😍

api automation chess exploratory-data-analysis jupyter-notebook pandas streamlit

Last synced: 08 Nov 2024

https://github.com/hacker-anakin/python-ai

This AI Python Jupyter Notebook project guides users through setting up, data manipulation with numpy/pandas, and upcoming advanced AI phases.

ai jupyter jupyter-notebook numpy python pythonai

Last synced: 05 Nov 2024

https://github.com/trallard/bad_days

Bioinformatics Awareness Days

bioinformatics genetics jupyter-notebook r rna-seq

Last synced: 09 Nov 2024

https://github.com/qjs/jupyternotebooks

Quick short and simple notebooks

jupyter-notebook

Last synced: 17 Nov 2024

https://github.com/westurner/nbmeta

RDF, JSON-LD, YAML-LD metadata support for Jupyter Notebook, Sphinx

jsonld jupyter-notebook linked-data linkedreproducibility rdfa rdfs schema-org

Last synced: 12 Nov 2024

https://github.com/kalaschnik/video-image-composer

🎬 Use Python (and MoviePy) to compose video files with image files

jupyter-notebook moviepy python video-processing

Last synced: 30 Oct 2024

https://github.com/eman288/sign-language

The signs that the app translates include: busy, take care, I don't know, I am fine, who, chair, internet, I am tired, excuse me, and goodbye.

ai hand-gesture-recognition jupyter-notebook mediapipe python python3 tenso

Last synced: 10 Nov 2024

https://github.com/eman288/ai-coach

The app helps you detect if the exercise is right or not. currently, we support push-ups, crunches, and squats.

ai jupyter-notebook mediapipe pose-detection python python3 tensorflow

Last synced: 10 Nov 2024

https://github.com/matthewfeickert/jupyter-notebook-basics

Some examples of how to do some core things in Jupyter

binder jupyter jupyter-notebook tutorial

Last synced: 16 Oct 2024

https://github.com/ssciwr/jupyter-data-exploration

Data Exploration with Python and Jupyter [SSC Compact Course]

jupyter-notebook pandas python ssc-compact-course

Last synced: 09 Nov 2024

https://github.com/ireneflorez/bikeshare

Exploring US Bike-Share data of 3 major cities - Using Jupyter Notebooks and Python scripts

bike-share chicago jupyter-notebook python-script

Last synced: 12 Nov 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: 12 Oct 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/kyrcha/ml-rants

Various machine learning and statistics notebooks and pipelines

jupyter-notebook machine-learning python python3 r

Last synced: 14 Nov 2024

https://github.com/nishnha/title-ix-call-for-comments-analysis

An analysis of the Title IX comments publically hosted on regulations.gov.

analysis ipython-notebook jupyter-notebook nlp-parsing python

Last synced: 27 Oct 2024

https://github.com/trainingbypackt/beginning-application-development-with-tensorflow-and-keras-elearning

Learn to design, develop, train, and deploy TensorFlow and Keras models as real-world applications

css javascript jupyter-notebook juypter makefile python vue

Last synced: 14 Nov 2024

https://github.com/trainingbypackt/beginning-data-science-with-python-and-jupyter-elearning

Perform reproducible data analyses with these data exploration tools

dataanalysis datascience html jupyter jupyter-notebook python

Last synced: 14 Nov 2024

https://github.com/anonymous-leviathan/hf_transformers

Hugging Face Transformers is an open-source library that provides pre-trained models for natural language processing (NLP) tasks like text classification, translation, and question answering. It supports popular transformer models like BERT, GPT, and T5, making it easy to fine-tune and deploy models for various NLP applications.

huggingface jupyter-notebook machine-learning natural-language-processing python transformer

Last synced: 31 Oct 2024

https://github.com/johnpaulada/datascience-experiment-notebooks

📔 A bunch of Jupyter Notebooks of my data science explorations.

data-science jupyter-notebook python

Last synced: 16 Nov 2024

https://github.com/dpgitaccount/file-handling-data-analytics-toolkits

In this repo File handling, Inventory management system and data toolkits resources are provided these are essential for managing, storing, and manipulating data in various formats, such as JSON files. JSON (JavaScript Object Notation), is widely used for data exchange due to its simplicity and readability. also File Handling included in this repo.

filehandling inventory-management json jupyter-notebook numpy os

Last synced: 31 Oct 2024

https://github.com/betulcfb/music_recommender_system

A music recommender system using Python, NLP (TF-IDF), and machine learning (content-based filtering) to analyze video descriptions and suggest similar music. Built with pandas, scikit-learn, and NLTK.

jupyter-notebook python visual-studio-code

Last synced: 31 Oct 2024

https://github.com/harrydulaney/ai-machine-learning-finance

Project work from AI and Machine Learning Python

jupyter-notebook machinelearning-python python3

Last synced: 09 Nov 2024

https://github.com/sathviksai002/youtube_video_trending_analysis

We have implemented the analysis using python programming language and Jupyter notebooks. We have used many libraries available for data visualization, data scraping, analysis in python. Use of data visualization has lead to creation of data plots or diagrams which can lead to better analysis of trends in pictorial form.

analysis bokeh jupyter-notebook matplotlib-pyplot numpy pandas-dataframe python3 shell-script visualization youtube

Last synced: 09 Nov 2024

https://github.com/mayankyadav23/t20i-world-cup-2024-analysis

Explore my Jupyter Notebook 📊 featuring comprehensive datasets and visualizations from the 2024 T20 World Cup analysis. Discover key insights into player performances 🏏, match statistics 📈, and team dynamics, making it a valuable resource for cricket enthusiasts and analysts alike! 🌟et enthusiasts and analysts alike!

cricket data-cleaning-and-preprocessing data-visualization icc insights jupyter-notebook t20-world-cup

Last synced: 31 Oct 2024

https://github.com/fredrikaverpil/jugs

Jupyter Notebook with Google Compute Storage access

dockerfile google-storage-bucket jupyter-notebook

Last synced: 10 Nov 2024

https://github.com/mahmoudnamnam/nyc_taxi_trip_duration_predection

The project aims to predict NYC taxi trip durations using advanced regression techniques. We utilized Polynomial Linear Regression, Ridge Regression, and Lasso Regression for feature extraction and achieved a validation R² score of 0.67. Feature engineering included KMeans clustering, Haversine distance calculation, and date-time feature extraction

clustering jupyter-notebook lasso-regression pandas polynomial-regression ridge-regression sklearn

Last synced: 10 Oct 2024

https://github.com/serhatderya/house-prices---advanced-regression-techniques

This machine learning model was developed for "House Prices - Advanced Regression Techniques" competition in Kaggle by using several machine learning models such as Random Forest, XGBoost and LightGBM.

ai artificial-intelligence data-science ju jupyter-notebook lightgbm lightgbm-regressor machine-learning machinelearning prediction python random-forest random-forest-regression regression scikit-learn xgboost xgboost-regression

Last synced: 09 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: 31 Oct 2024

https://github.com/abdylganiwu/malariaafricaanalysis

Analysis of malaria incidence across African countries, focusing on various aspects such as trends over time, correlation with prevention strategies, and the impact of sanitation and water services.

excel jupyter-notebook pandas-python

Last synced: 09 Nov 2024

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

This project uses PyCaret to classify cancer as malignant or benign based on cell nucleus features from fine needle aspirate (FNA) images. The best-performing model achieved an AUC score of 99.47%, ensuring accurate detection for early diagnosis.

classification jupyter-notebook machine-learning pycaret python vscode

Last synced: 31 Oct 2024

https://github.com/1300sarthak/sjfit

SJFit.Ai is designed for San Jose State University students and anyone looking to lead a fit lifestyle. This application tracks users' physical activity by analyzing joint angles. By implementing APIs such as MediaPipe, OpenCV, and AI algorithms, SJFit.Ai automatically counts workout repetitions during the user's exercise routines.

ai jupyter-notebook mediapipe python tensforflow

Last synced: 31 Oct 2024

https://github.com/cano1998/eda-survival-of-the-titanic

This project focuses on Exploratory Data Analysis (EDA) to identify the key determinants that influenced survival during the infamous Titanic accident.

data-analysis data-cleaning data-preprocessing data-visualization exploratory-data-analysis jupyter-notebook titanic-survival-exploration

Last synced: 09 Nov 2024

https://github.com/ireneflorez/marketing_ab_analysis

Analyze results from A/B testing, to identify enrollment rates, completion rates, average classroom time, average landing page reading time, and A/B test results overall.

ab-testing analysis education jupyter-notebook marketing-analytics python

Last synced: 12 Nov 2024

https://github.com/sosiristseng/template-juliabook-literate

Publishing Julia notebooks with Literate and Jupyter Book

github-actions julia jupyter-book jupyter-notebook literate template

Last synced: 10 Nov 2024

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: 31 Oct 2024

https://github.com/esperanca-leonardo/late-pay-notify

late-pay-notify automates overdue payment notifications by identifying late payments and sending email reminders to customers.

datetime dotenv excel gmail-smtp jupyter-notebook pandas python

Last synced: 09 Nov 2024

https://github.com/1ayanabil1/healthcare-machine-learning

Explore our open-source repository focused on healthcare machine learning. We've developed predictive models for cardiovascular disease, diabetes, breast cancer, and more. Our projects employ diverse machine learning algorithms and data science techniques, enhancing early detection, diagnosis, and patient outcomes.

data-analysis data-science deep-learning disease disease-detection disease-modeling disease-prediction eda healthcare-application heathcare jupyter-notebook machine-learning machine-learning-algorithms machinelearning-python python

Last synced: 10 Nov 2024

https://github.com/leomsgit/extrator-de-parametros-analise-hemograma-e-bioquimico

Software em Python para varrer arquivos PDF e extrair parâmetros diretamente para arquivo Excel

analysis data excel excel-export google-colab hemogram jupyter-notebook pdf pdf-document-processor pdf-viewer python python3

Last synced: 31 Oct 2024

https://github.com/benitomartin/birds-classification

Computer Vision (Pytorch) Birds Classification

efficientnet gradio jupyter-notebook python pytorch

Last synced: 08 Nov 2024

https://github.com/zzampax/binary-classification-classifiers

Very Basic implementation of Binary Classifiers in a Jupyter Notebook environment

banana classifier-training jupyter-notebook machine-learning machine-learning-algorithms python3

Last synced: 08 Nov 2024

https://github.com/gbennnn/learn-data-science

Repo Kuliah Pengantar Data Science

data-science jupyter-notebook python

Last synced: 31 Oct 2024

https://github.com/flojud/movie-recommender

Jupyter Notebook to combine my Netflix and Amazon Prime Video watch history

data-science jupyter-notebook pandas-dataframe

Last synced: 09 Nov 2024

https://github.com/alejo1630/video_tracking

This Python Notebook allows you to perform a video tracking of an object and obtain its kinematic information such as displacement, speed and acceleration.

computer-vision jupyter-notebook kinematics python video-tracking

Last synced: 08 Nov 2024

https://github.com/anshumansinha3301/occupational-hazard-analysis

The Occupational Hazard Analysis Using Industry Data project aims to analyze safety metrics across various industries to identify trends in reported incidents, injuries, and fatalities.

consulting-services data-science industrialisation jupyter-notebook python

Last synced: 31 Oct 2024

https://github.com/alejo1630/4bar_mechanism

This Python Notebook is a tool to calculate the kinematic model (position, velocity and acceleration) for a 4-bar mechanism in several configurations

4barmechanism jupyter-notebook kinematic-modeling python

Last synced: 08 Nov 2024

https://github.com/alejo1630/tensile_test

This Python notebook is used to compute mechanical properties based on a tensile test data for a metallic material

jupyter-notebook mathematical-methods mechanical-properties python tensile-test

Last synced: 08 Nov 2024

https://github.com/alejo1630/sport_stats

Data analysis of information from the summer and winter Olympic games over the years. UC Davis SQL Specialization Final Project

data-analysis jupyter-notebook olympics-dataset plotly python seaborn sql

Last synced: 08 Nov 2024

https://github.com/johnsesana/pyspark-better-show

Small Function that displays Spark Dataframes "df.show()" in a better UI (similar to Pandas) in a notebook

html jupyter-notebook pyspark

Last synced: 31 Oct 2024

https://github.com/FranzDiebold/jawsume

Use AWSume in Jupyter.

awsume jupyter jupyter-notebook jupyterlab

Last synced: 08 Nov 2024

https://github.com/gauravsingh9356/machine_learning

All my practical learning work involved in MACHINE LEARNING (Data Processing to Deep Learning)

deep-learning jupyter-notebook machine-learning machine-learning-algorithms nlp-machine-learning python scikit-learn

Last synced: 09 Nov 2024

https://github.com/aiday-mar/keras-image-classification

Jupyter Notebook created for classifying images using neural networks, done for EPFL

deep-learning jupyter-notebook keras machine-learning neural-networks python university-project

Last synced: 09 Nov 2024

https://github.com/juliencrn/data-sci-sandbox-example

Example of data-science project - could be used as a starter

bot data-science docker jupyter-notebook python trading trading-bot

Last synced: 26 Oct 2024

https://github.com/alejo1630/grades_college_analysis

A Jupyter Notebook with the analysis and prediction of Final Grades (Pass/Fail) for students of mechatronics engineering in several mechanic courses.

binary-classification college-grade cross-validation data-visualization exploratory-data-analysis feature-engineering jupyter-notebook recursive-feature-elimination regression-models

Last synced: 08 Nov 2024

https://github.com/farahibrar/programming-in-python

Explore a comprehensive collection of Python programming for diverse data analysis and data science projects. This repository covers data exploration, visualization, statistical analysis, machine learning, NLP, and model deployment. Perfect for enthusiasts looking to delve into practical examples and advanced techniques.

beautifulsoup dataanalysis docker flask folium jupyter-notebook machine-learning matplotlib nltk numpy pandas python pytorch scikit-learn scikitlearn scipy seaborn spacy statsmodels tensorflow

Last synced: 15 Oct 2024

https://github.com/shubhranpara/heart-disease-predictor

I have created this project as my Python term assignment. In this project I have trained a ML model to predict the heart disease using Scikit-learn library in python.

google-colab jupyter-notebook machine-learning medical prediction-model python scikit-learn

Last synced: 09 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: 09 Nov 2024

https://github.com/juliasouz/python-projects

This repository contains 4 projects: Data Analysis with Pandas, Automate Tasks Project, Salary Calculator with GUI library, and Budget Generator.

jupyter-notebook openpyxl pandas plotly pyperclip python3 time tkinter webbrowser yfinance

Last synced: 08 Nov 2024

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: 09 Nov 2024

https://github.com/fabien0102/labs-bundle-typescript-test

Nothing interesting here, just a test with jupyter-labs and typescript.

jupyter-notebook testing typescript

Last synced: 25 Oct 2024

https://github.com/myles/docker-jupyter

Docker configuration for my Jupyter Notebook setup.

jupyter-notebook

Last synced: 29 Oct 2024

https://github.com/esvs2202/credit-card-lead-prediction-model

A classification model built using Gradient Boosting classifier algorithm and deployed using flask framework, gunicorn and Heroku.

banking-application exploratory-data-analysis flask-application gunicorn-web-server heroku-deployment jupyter-notebook machine-learning-algorithms pycharm-ide python3

Last synced: 08 Nov 2024

https://github.com/maribelacosta/dief-notebooks

Jupyter Notebooks to reproduce analysis with dief R package

benchmarking dief diefficiency-metrics efficiency jupyter-notebook r reproducible-analysis

Last synced: 09 Nov 2024

https://github.com/alejo1630/titanic_kaggle

This Python Notebook is a proposal to analyse the Titanic dataset for the Kaggle Competition, using several data science techniques and concepts.

data data-science jupyter-notebook notebook python titanic-survival-prediction

Last synced: 08 Nov 2024

https://github.com/manav-khandurie/breast-cancer-ml-models

A repo containing the collab notebook and research work regarding breast cancer prediction using ML Algos

jupyter-notebook machine-learning neural-network

Last synced: 31 Oct 2024