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Jupyter Notebook
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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.
- GitHub: https://github.com/topics/jupyter-notebook
- Wikipedia: https://en.wikipedia.org/wiki/Project_Jupyter#Jupyter_Notebook
- Repo: https://github.com/jupyter/notebook
- Created by: Fernando Pérez, Brian Granger, and Min Ragan-Kelley
- Released: December 2011
- Related Topics: ipython, python, machine-learning, data-visualization, kernel,
- Aliases: jupyter, ipython-notebook, ipynb, ipynb-jupyter-notebook, ipynb-notebook,
- Last updated: 2025-02-19 00:16:34 UTC
- JSON Representation
https://github.com/nrhartnett/titanicmachinelearning
This project, part of my Master's in Business Analytics at The State University of New York at Buffalo, utilizes Python, SQL, and machine learning algorithms to analyze the RMS Titanic disaster, revealing insights into survival rates by gender, age groups, and socio-economic class.
data-processing jupyter-notebook normalization python sql sqlite3
Last synced: 27 Jan 2025
https://github.com/marknature/opencv-bootcamp
If you are looking to take your first steps towards learning Computer Vision and AI using OpenCV, this is the best OpenCV course to jumpstart your career.
anaconda computer-vision cv2-library ffmpeg jupyter-notebook matplotlib numpy opencv os urllib zipfile
Last synced: 13 Jan 2025
https://github.com/marknature/computer-vision-project
This project focuses on developing a deep learning model for image classification to diagnose medical conditions using chest X-ray images. The goal is to classify images as either normal or pneumonia.
computer-vision cv jupyter-notebook opencv pandas python
Last synced: 13 Jan 2025
https://github.com/djdhairya/football-match-prediction
In this project, we'll predict the winner of football matches in the English Premier League (EPL).
jupyter-notebook machine-learning pandas python3 requests scikit-learn vscode
Last synced: 07 Jan 2025
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: 11 Feb 2025
https://github.com/rock12231/data-science-using-python-jupyter-notebook
Data Science Using Python Jupyter Notebook
data-science jupyter jupyter-notebook numpy pandas python
Last synced: 21 Jan 2025
https://github.com/arnabd64/amazon-bestselling-books
data-science eda jupyter-notebook matplotlib-pyplot python3
Last synced: 14 Nov 2024
https://github.com/rushilsharma1/titanic_analysis
Here Is an EDA of the titanic.
jupyter-notebook python regression statistics
Last synced: 05 Jan 2025
https://github.com/dnlzrgz/super_mario_rl
ai jupyter jupyter-notebook machine-learning openai openai-gym-environments ppo python python3 pytorch
Last synced: 15 Feb 2025
https://github.com/nfordumass/nbafinalsmvp_ml
A python machine learning analysis of who should've won NBA Finals MVP each year.
jupyter-notebook machine-learning python scikit-learn
Last synced: 02 Feb 2025
https://github.com/cle-b/notebook-httpdbg
A notebook extension to trace the HTTP requests.
httpdbg jupyter-notebook notebook python rest-api
Last synced: 16 Dec 2024
https://github.com/shankhadweep/ollama-pdf-reader
A demo Jupyter Notebook showcasing a simple local RAG (Retrieval Augmented Generation) pipeline to chat with your PDFs.
chromadb jupyter-notebook langchain llama3 mistral ollama ollama-gui python streamlit
Last synced: 22 Dec 2024
https://github.com/rociobenitez/ai-ml-datascience-bootcamp
Curso práctico de Machine Learning y Ciencia de Datos
ai bootcamp classification-models data-mining data-science jupyter-notebook machine-learning matplotlib python regression-models seaborn sklearn
Last synced: 09 Feb 2025
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/wekeo/multicloud
This repository contains all code and resources relevant for demonstrations of multi-cloud exploitation of EUMETSAT data.
atmospheric-composition cloud-computing copernicus data-proximate-computing earth-observation eumetsat jupyter-notebook marine python
Last synced: 17 Feb 2025
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/zakideep/object-detection_model_with_transfer_learning-
The goal of this project is to develop an object detection model using the KITTI dataset, sourced from TensorFlow Datasets. This project will leverage Python and the TensorFlow library to build, train, and evaluate the model, focusing on detecting various objects in urban street scenes as captured in the KITTI dataset using Transfer Learning.
jupyter-notebook kitti-dataset object-detection tensorflow tensorflow-datasets tensorflow-lite tensorflow-models transfer-learning
Last synced: 13 Feb 2025
https://github.com/augsmachado/jupyter_notebooks_study
This repository is designed to solidify data science concepts and the practice of programming logic using Python with Jupyter Notebooks.
data-science jupyter-notebook python
Last synced: 07 Jan 2025
https://github.com/srjchsv/datacamp-projects
Projects from DataCamp as part of my Data Science learning journey.
data-science data-visualization datacamp-projects jupyter-notebook matplotlib pandas python statistics
Last synced: 26 Jan 2025
https://github.com/eshaan7/uhack2019project
Uhack 2019 Project
angular flask flask-api jupyter-notebook ml nebular ngx-admin
Last synced: 14 Feb 2025
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/skitij-kumar/all-data-projects
This file contains all the data related projects
excel jupyter-notebook pivot powerbi python sql sqlite
Last synced: 13 Jan 2025
https://github.com/alloc7260/grip-tsf
Various tasks performed as a Data Science & Business Analytics intern for Graduate Rotational Internship Program (GRIP) at The Sparks Foundation
business-analytics data-science jupyter-notebook machine-learning python
Last synced: 21 Jan 2025
https://github.com/benmizrahi/paperless
A papermill implementation to run notebooks inside dataproc serverless
dataproc gcp jupyter jupyter-notebook notebook python serverless
Last synced: 18 Feb 2025
https://github.com/yalai92/master_academic_projects
This repository is dedicated to showcasing the academic projects completed during my Master in Data Science & AI. The main objective is to show a collection of projects in various data science fields, including: data cleaning & preprocessing, data analysis, data visualization, machine learning, clustering, among others.
automation clustering data-merging google-colab jupyter-notebook machine-learning matplotlib numpy pandas powerbi python sklearn xgboost
Last synced: 20 Jan 2025
https://github.com/gallo13/qrcode
QRCode Generation
jupyter-notebook pillow python3 qrcode
Last synced: 26 Jan 2025
https://github.com/dscmatter/medianalytics
The MediAnalytics project focuses on analyzing the physical, psychological, and cognitive performance of older adults through the Virtual Patient Model Assessment dataset. The dataset provides comprehensive tracking of various health parameters, enabling in-depth exploration and analysis.
analytics first-contribution jupyter-notebook python
Last synced: 11 Feb 2025
https://github.com/arv-anshul/notebooks
My Jupyter notebooks in which I practice data science.
classification data-analysis data-science jupyter-notebook machine-learning matplotlib numpy pandas python3 regression seaborn visualization
Last synced: 17 Feb 2025
https://github.com/ingpleb/vkf-physics-seminare
Summary of projects for VKF physics seminar at GBN (Gymnázium Benešov)
graph jupyter-notebook physics python
Last synced: 20 Jan 2025
https://github.com/betultugce/linearregressionmodel
This project analyzes the effect of television advertising on sales by linear regression.
jupyter-notebook linear-regression machine-learning ml sales tv-ads
Last synced: 18 Feb 2025
https://github.com/betultugce/diabetesdiagnosis
This is a project work on diabetes diagnosis using KNN, one of the machine learning algorithms.
diabetes-prediction jupyter-notebook knn knn-classification machine-learning machine-learning-algorithms ml
Last synced: 18 Feb 2025
https://github.com/aryanj-nyc/vehicle-detection
A pipeline that detects vehicles in an image or video.
jupyter jupyter-notebook python scikit-image self-driving-car udacity udacity-self-driving-car vehicle-detection
Last synced: 18 Feb 2025
https://github.com/lioncat2002/jupyter-notebook-md-parser
A parser to seperate the exported md file of jupyter notebook into individual python files
jupyter jupyter-notebook md-parser parser python3
Last synced: 09 Feb 2025
https://github.com/an4pdm/exercicios-de-numpy
Repositório com exercícios básicos de Numpy para praticar.
exercicios-python exercicios-resolvidos exercises jupyter-notebook jupyterlab numpy numpy-exercises numpy-python python study tutorials
Last synced: 13 Jan 2025
https://github.com/an4pdm/jupyter-notebook-basico
Repositório para armazenar meus estudos básicos de Jupyter Notebook.
jupyter-notebook python python3 study studying-moment studying-programming-languages
Last synced: 13 Jan 2025
https://github.com/an4pdm/basico-de-numpy
Repositório com meus estudos sobre a biblioteca Numpy. Estou utilizando o livro "Python para análise de dados" do autor Wes MCKinney como principal recurso para estudar.
analise-de-dados dados jupyter-notebook python study-notes
Last synced: 13 Jan 2025
https://github.com/vidushibhadana/eda-on-nyc-taxi-data
About Conducting an Exploratory Data Analysis (EDA) on New York City taxi data and visualizing it through countplots, distribution plots (displot), and histograms using Python and it's libraries.
data data-visualization jupyter-notebook matplotlib numpy pandas python seaborn
Last synced: 02 Feb 2025
https://github.com/edochiari/waze-project
This project develops a churn prediction model to identify Waze users at high risk of stopping app usage. By analyzing user data, the model aims to reveal factors contributing to churn, helping Waze retain more users through targeted engagement strategies.
churned-users dataanalysis datacleaning hypothesis-testing jupyter-notebook machine-learning regression retained-users waze
Last synced: 04 Feb 2025
https://github.com/jfmdev/simple_ml
Simple examples of Machine Learning notebooks
artificial-intelligence jupyter-notebook kaggle machine-learning python
Last synced: 14 Jan 2025
https://github.com/jillmpla/get_jupyter_notebook_dependencies
Get Jupyter notebook dependencies.
jupyter jupyter-notebook jupyter-notebook-dependencies jupyter-notebooks
Last synced: 14 Jan 2025
https://github.com/vishal-verma-96/pre-owned-car-price-prediction-using-streamlit-app
Capstone Project by skill Academy- Exploratory Analysis, Visualization and Prediction of Used Car Prices. Deploying the highest-scoring model with Streamlit web app
data-analysis data-science jupyter-notebook machine-learning machine-learning-algorithms matplotlib numpy pandas python3 regression-algorithms scikit-learn seaborn streamlit
Last synced: 02 Feb 2025
https://github.com/jonad/titanic_survival
Basic decision tree model for Titanic dataset. Predict who will survive.
jupyter-notebook matplotlib numpy pandas python3 titanic-survival-prediction
Last synced: 18 Feb 2025
https://github.com/jonad/quora_questions
Udacity machine learning Nanodegree Proposal
Last synced: 18 Feb 2025
https://github.com/jonad/titanic_exploratory_analysis
Exploratory Data Analysis on Titanic Dataset
jupyter-notebook numpy pandas python3
Last synced: 18 Feb 2025
https://github.com/jonad/boston_housing_price
Predicting Boston Housing Prices.
boston-housing-dataset jupyter-notebook matplotlib numpy pandas python3 scikit-learn
Last synced: 18 Feb 2025
https://github.com/jonad/chicago_crime_analysis
Exploratory data analysis on Chicago Crime dataset.
jupyter-notebook matplotlib numpy pandas python3
Last synced: 18 Feb 2025
https://github.com/jonad/customer_segment
Creating customer segments using unsupervised machine learning algorithm.
clustering clustering-algorithm gaussian-mixture-models jupyter-notebook kmeans-clustering matplotlib numpy pandas python scikit-learn
Last synced: 18 Feb 2025
https://github.com/emanoelcampos/python-onemonth
This repository contains educational materials and projects developed during a Python course offered by OneMonth. It covers Python basics, intermediate concepts, web development with Flask, and data analysis with pandas. The course is structured into weeks, each focusing on a different aspect of Python programming and its applications.
data-analysis flask jupyter-notebook onemonth python python3
Last synced: 18 Feb 2025
https://github.com/edochiari/tiktok-project
This project builds a predictive model to help TikTok classify user-reported content claims, improving moderation efficiency by identifying and prioritizing content that may need review. Insights from this model enable TikTok to manage reports more effectively, ensuring a safer and more engaging platform.
content-claims dataanalysis datacleaning hypothesis-testing jupyter-notebook regression tiktok
Last synced: 04 Feb 2025
https://github.com/louiscklaw/python-playlist
python-playlist
jupyter jupyter-notebook python python3
Last synced: 02 Nov 2024
https://github.com/nhoiyee/atliq-data-analytics-hospitality-domain-using-python
AtliQ Grands is a well-established hotel chain. Use data to get deep insights into what is causing the decline in its revenue and market share.
analysis analytics jupyter jupyter-notebook jupyter-notebooks python3 visualisation
Last synced: 07 Jan 2025
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: 24 Jan 2025
https://github.com/wesgtox/computer-theory
College "Computer Theory" exercises.
algorithms colab-notebook computer-theory djikstra djikstra-algorithm google-api google-maps-api jupyter-notebook python traveling-salesman
Last synced: 13 Jan 2025
https://github.com/wesgtox/intelligent-systems
College "Intelligent Systems" exercises.
artificial-intelligence backpropagation cnn-classification cnn-keras colab-notebook deep-learning iris-dataset jupyter-notebook machine-learning multi-perceptron perceptron python
Last synced: 13 Jan 2025
https://github.com/vlorente/la-fede-teams-analytics
Webscraping y análisis de datos de la web de la federación murciana de baloncesto.
api fastapi jupyter-notebook pandas python scrapy sqlite3 webscraping
Last synced: 07 Feb 2025
https://github.com/null-none/docker-jupyter
Docker Jupyter
docker jupyter jupyter-notebook
Last synced: 26 Jan 2025
https://github.com/the-ethan-hunt/nlp-practice
My journey into Natural Language Processing using nltk
jupyter-notebook natural-language-processing nltk
Last synced: 02 Feb 2025
https://github.com/mobinabatebi/electricity_consumption_project
The project aimed at estimating electricity consumption in administrative offices, along with analyzing the impacts of such consumption on power outages, is critical for addressing the pressing issue of summer electricity shortages.
jupyter-notebook numpy pandas python
Last synced: 18 Jan 2025
https://github.com/slowikj/warsaw-transport
A Data Processing Project
jupyter-notebook pandas python
Last synced: 20 Jan 2025
https://github.com/slowikj/data-processing
5 projects done during Data Processing course at Warsaw University of Technology
jupyter-notebook pandas python r rcpp
Last synced: 20 Jan 2025
https://github.com/s-h-i-v-i-s/bangalore-housing-price-prediction
A Machine Learning Project to predict Bangalore House Prices.
jupyter-notebook machine-learning matplotlib numpy pandas python pythonflask sklearn
Last synced: 05 Jan 2025
https://github.com/sridharyadav07/data-science-project-british-airways-reviews-
This project showcases skills in web scraping, data preprocessing, sentiment analysis, machine learning, and data visualization, making it a comprehensive example of applying data science techniques to real-world problems.
data-scraping jupyter-notebook matplotlib nltk pandas python seaborn sentiment-analysis sklearn wordcloud
Last synced: 17 Feb 2025
https://github.com/shockz-offsec/computacion-cuantica
Introducción a la computación cuántica con Qiskit en dispositivos reales de computación cuántica proporcionados por IBM Quantum
ibm jupyter-notebook programming python qiskit qiskit-tutorial quantum quantum-computing script
Last synced: 05 Jan 2025
https://github.com/lkethridge/sdt_project
Software Development Tools Project from TripleTen
anaconda-distribution command-line development-environment file-io intermediate-python jupyter-notebook web-api web-application
Last synced: 02 Feb 2025
https://github.com/amaanwanie/jupyter_notebook
contains all of the machine_learning projects
artificial-intelligence jupyter-notebook keras machine-learning machine-learning-algorithms pandas tensorflow
Last synced: 11 Jan 2025
https://github.com/ianhomer/house-prices
UK House Price analysis with a Jupyter Notebook
house-prices jupyter-notebook python
Last synced: 09 Feb 2025
https://github.com/ireneflorez/bayes-practice
Bayes Theorem practice using the Candy Conundrum set of questions.
Last synced: 11 Jan 2025
https://github.com/ireneflorez/python_statistics_practice
Sampling distribution practice, and others, with Python
Last synced: 11 Jan 2025
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: 11 Jan 2025
https://github.com/brishikiran/data-analysis-jupyterbooks
dataanalysis jupyter-notebook machine-learning python
Last synced: 18 Jan 2025
https://github.com/akashjain04/fpgrowthalgorithm
Usage of FPGrowth Algorithm to find frequent item sets
association-rule-mining association-rules datacleaning datamining fp-tree fpgrowth frequent-itemsets frequent-pattern-mining jupyter-notebook python3 retail-data
Last synced: 24 Jan 2025
https://github.com/feenix100/notebook_templates
Jupyter Notebook Templates for Math with LaTeX
jupyter-notebook latex math matplotlib
Last synced: 13 Feb 2025
https://github.com/erenisci/python
Python
algorithms data-structures fundamentals jupyter-notebook python
Last synced: 16 Feb 2025
https://github.com/tatmorenno/python_para_data_science
Python para Data Science Introdução à linguagem e Numpy 🌎💻
Last synced: 03 Jan 2025
https://github.com/ireneflorez/nypd-mvc
Analysis of NYPD Motor Vehicle Collisions
basemap data-analysis folium jupyter-notebook matplot pandas python
Last synced: 11 Jan 2025
https://github.com/gattopandacorno/bigdata
Graph data science project
docker-compose gds jupyter-notebook neo4j
Last synced: 09 Feb 2025
https://github.com/alphasecio/langchain-helicone
A sample Streamlit web application to demo LLM observability using LangChain and Helicone.
google-colab jupyter-notebook langchain llm notebook observability openai python streamlit
Last synced: 05 Jan 2025
https://github.com/jungstershark/p-median-problem
The P-Median Problem project uses metaheuristic optimization to solve the p-median location problem, with Jupyter notebooks implementing random sampling and local search algorithms to minimize service distances.
alogorithms jupyter-notebook local-search metaheuristic metaheuristic-algorithms metaheuristic-optimisation metaheuristics optimization optimization-algorithms optimization-methods p-median p-median-problem python python3 random-sampling
Last synced: 17 Feb 2025
https://github.com/srishtityagii/coursework
jupyter-notebook machine-learning predictive-modeling python statistics
Last synced: 11 Feb 2025
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/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: 11 Feb 2025
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/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: 11 Feb 2025
https://github.com/erictleung/format-sakai-upload
:outbox_tray: Python script to help automate bulk upload of graded Jupyter notebook assignments
automation bulk-upload helper jupyter-notebook python sakai
Last synced: 09 Feb 2025
https://github.com/sshh12/nb_autoimports
Automatically add imports when a notebook raises a NameError.
auto-import data-science-tools jupyter-notebook
Last synced: 14 Feb 2025
https://github.com/farizsidki/proyek-analisis-data
Submission Dicoding Indonesia "Proyek Analisis Data"
data-analysis data-visualization exploratory-data-analysis jupyter-notebook python streamlit
Last synced: 31 Oct 2024
https://github.com/mateuschaves/algebra-linear
Resolução dos exercícios da disciplina Álgebra Linear do curso de sistemas de informação na Universidade de Pernambuco, utilizando a ferramenta Jupyter Notebook.
algebraic-calculations jupyter-notebook latex university
Last synced: 18 Jan 2025
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/mateuschaves/calculo-diferencial-e-integral-ii
Resolução dos exercícios da disciplina Cálculo diferencial e integral II do curso de Sistemas de Informação na Universidade de Pernambuco
calculus exercise-solutions integral jupyter-notebook university
Last synced: 18 Jan 2025
https://github.com/akshaiprasanth/analysis-of-uber-data
By analyzing this data, Uber can gain insights into how to improve its services, optimize its operations, and make informed business decisions.
jupyter-notebook matplotlib-pyplot numpy pandas-dataframe python seaborn
Last synced: 30 Dec 2024
https://github.com/siddharthbadal/youtubeapi-dataanalysis
YoutubeAPI-Data Analysis
data-analysis jupyter-notebook matplotlib pandas python seaborn
Last synced: 26 Jan 2025
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: 16 Jan 2025
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/fitzy1321/py.scripts
Collection of python examples, scripts, side projects, and tutorials.
flask ipython jupyter jupyter-notebook jupyter-notebooks pipenv python python3
Last synced: 20 Jan 2025
https://github.com/jbayardo/dip-tps
coursework image-processing introduction jupyter-notebook matplotlib notebook numpy python scikit-image scipy
Last synced: 02 Feb 2025
https://github.com/geugenm/satellite-weather-impact-analysis
Analyze solar impact on satellites using machine learning, focusing on capacity estimation and defect detection.
automation data-science docker jupyter-notebook katai machine-learning python satnogs xgboost
Last synced: 18 Feb 2025