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/ireneflorez/medical-data-analysis

Data collected on 100k medical appointments in Brazil focused on the question of which factors can help predict if a patient will miss their scheduled appointment.

jupyter-notebook matplotlib pandas python

Last synced: 12 Nov 2024

https://github.com/2kabhishek/ml-primer

Basic Machine Learning & Data Science in Python/ 📈🐍

jupyter-notebook machine-learning matplotlib numpy pandas python

Last synced: 12 Nov 2024

https://github.com/psydok/googlestore__rating_prediction

Предсказание оценки приложения в Google Play по неигровым категориям.

jupyter-notebook ml

Last synced: 17 Nov 2024

https://github.com/ireneflorez/nypd-mvc

Analysis of NYPD Motor Vehicle Collisions

basemap data-analysis folium jupyter-notebook matplot pandas python

Last synced: 12 Nov 2024

https://github.com/ireneflorez/vocab-tool

Vocab tool to obtain dictionary information for lists of words scraped from the net. Extracted data (word list) scraped from websites using Python, pytests, argparse, beautifulsoup, and pycharm. Data is downloaded into an indexed sqlite3 list using frequency count and length.

dictionary-information jupyter-notebook python vocab

Last synced: 12 Nov 2024

https://github.com/dina-hosny/investigate-a-dataset-project

Investigate a Dataset project - Udacity Data Analysis Professional Track. In this project, I used the Python libraries NumPy, Pandas and Matplotlib to analyze a dataset and communicate my findings about it.

csv data-analysis jupyter-notebook matplotlib numpy pandas python

Last synced: 14 Nov 2024

https://github.com/nxhawk/mln

Machine learning is a branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

decision-tree-classifier genetic-algorithm jupyter-notebook machine-learning-algorithms numpy pandas sklearn-library

Last synced: 13 Nov 2024

https://github.com/dina-hosny/import-preprocess-and-visualize-a-dataset-project

A simple project to practice importing a dataset, data cleaning and preparation processes, and visualize the results to answer some given questions.

data-cleaning data-engineering data-science data-visualization jupyter-notebook matplotlib numpy pandas python

Last synced: 14 Nov 2024

https://github.com/kadnan/dw_pakistan_foods_1961_2013

This repo is part of the blog series I have started with the name "Data Words"

data-stories food-products jupyter-notebook pakistan pakistandataset python

Last synced: 19 Nov 2024

https://github.com/simeonhristov99/ati

Ati is a web-based application for predicting which famous classic Bulgarian novelist wrote a piece of text (short or long).

authorship-attribution embeddings jupyter-notebook multiclass-classification nlp optuna pycaret python3 scraping-websites spacy transformer

Last synced: 14 Nov 2024

https://github.com/aarryasutar/credit_eda

This project focuses on cleaning and analyzing a loan application dataset to gain insights into the factors influencing loan defaults. Through systematic data cleaning, visualization, and merging with previous application data, it provides a robust foundation for further predictive modeling.

binning boxplot correlation-matrix data-cleaning data-splitting dataframe feature-engineering heatmap jupyter-notebook matplotlib numpy pandas python scikit-learn seaborn

Last synced: 13 Nov 2024