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/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/ankitjha2202/wind-power-prediction

Wind Power Prediction using Stacking Ensemble Machine Learning Algorithm

jupyter-notebook machine-learning stacking-ensemble

Last synced: 11 Nov 2024

https://github.com/psmths/bigram-file-analysis

Proof of concept that leverages machine learning to classify files based on their bigram frequency distributions.

bigrams file-analysis jupyter-notebook machine-learning matplotlib numpy 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/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/aloiscrr/iss-position-prediction

Tracking position of International Space Station with Open Notify API, also trying to predict it's future position.

jupyter-notebook open-notify python3

Last synced: 12 Nov 2024

https://github.com/kevinadhiguna/find-s-algorithm

Implementation of one of algorithms in Machine Learning, Find-S Algorithm, in Python.

find-salgorithm jupyter-notebook machine-learning python

Last synced: 12 Nov 2024

https://github.com/xymoh/discord-hutao

Hu Tao Chatbot made for Discord app! Chat with the bot who talks just like Hu Tao from Genshin Impact!

chatbot discord jupyter-notebook model python

Last synced: 11 Nov 2024

https://github.com/kevinadhiguna/line-automation

A python script that allows you to send a message and an image through a LINE Notify account 📨

jupyter-notebook line line-automation line-notify python

Last synced: 12 Nov 2024

https://github.com/abeldiress/heart-disease-prediction

A deep neural network built from the UC Irvine Dataset used to predict heart disease.

health heart-disease-prediction jupyter-notebook ml science

Last synced: 11 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/nirmit27/dog-vs-cat-classification

A binary image classification model based on Transfer Learning for distinguishing images of dogs from cats.

binary-classification deep-learning glob image-classification image-processing jupyter-notebook machine-learning opencv opencv2 python tensorflow transfer-learning

Last synced: 11 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/chriskyfung/pandas_stock_notebook

使用Pandas和Pandas Datareader的查詢香港股票的Jupyter Notebook範例

hkex hong-kong jupyter-notebook pandas pandas-datareader python quandl stock-prices

Last synced: 11 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/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/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/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/piinalpin/research-collection

Collection of Any Research of Data and Text Mining

jupyter-notebook python python3 research research-project text-mining

Last synced: 19 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/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/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/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/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/gbennnn/learn-data-science

Repo Kuliah Pengantar Data Science

data-science jupyter-notebook python

Last synced: 31 Oct 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/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/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/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/trallard/bad_days

Bioinformatics Awareness Days

bioinformatics genetics jupyter-notebook r rna-seq

Last synced: 09 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/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/lifeomic/phc-sdk-py

The phc-sdk-py is a developer kit for interfacing with the PHC API on Python 3.8 and above.

developer-kit jupyter-notebook pypi python sdk team-clinical-intelligence

Last synced: 12 Nov 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/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/samimbr/tp-m1-rsd-usthb-

TP M1 RSD USTHB 2023 2024 , Scripts et Rapports , ALGO , ASGBD , SE , ALGO REPARTIE , MULTIMEDIA

algorithms-and-data-structures c complexity compression cv2 image-processing java jupyter-notebook linux oracle parallelism plsql python rle rmi semaphore socket sql tcp udp

Last synced: 29 Oct 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/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/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/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/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/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/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/fredrikaverpil/jugs

Jupyter Notebook with Google Compute Storage access

dockerfile google-storage-bucket jupyter-notebook

Last synced: 10 Nov 2024

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

Docker configuration for my Jupyter Notebook setup.

jupyter-notebook

Last synced: 29 Oct 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: 26 Oct 2024

https://github.com/swimshahriar/heart-attack-prediction

Heart attack prediction from 13 features.

jupyter-notebook pandas python3 scikit-learn

Last synced: 02 Nov 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/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/masuduzzaman811/aqi-deployment

In the repo, I calculated efficiency of some Machine Learning algorithms such as 1. Linear regression 2. SVM algorithm 3. KNN algorithm 4. Random forest algorithm and some more based on an AQI dataset. Technologies: Python, Jupyter Notebook , HTML

html jupyter-notebook python

Last synced: 21 Oct 2024

https://github.com/cdcgov/lpsubp

LpSubP is a rapid subtyping tool for Legionella pneumophila with core gene set

bioinformatics coregene dendrogram heatmap jupyter-notebook legionella matplotlib pipeline python subtyping

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

https://github.com/justincpresley/ibm-quantum

An archive repository that holds all protocols learned in the Intro to Quantum Computing course (CSC-5903) at TTU.

ibm ibm-quantum-computer ipython-notebook jupy jupyter-notebook protocol qds quantum quantum-algorithms quantum-computing quantum-mechanics quantum-otp quantum-security quantum-teleportation

Last synced: 27 Sep 2024

https://github.com/build-on-aws/jupyter-notebook-ml-batch-amazon-eks

Container-ready Jupyter Notebook application based on a TensorFlow 2.12.0/Python 3.10 image, utilizing XGBoost model training for structured data

docker jupyter-notebook python tensorflow xgboost

Last synced: 07 Nov 2024

https://github.com/szilvia-csernus/openai-audio-api-calls

Speech-to-text and text-to-speech API call examples, using OpenAI's whisper-1 and tts-1 models.

jupyter-notebook openai openai-api tts-1 whisper

Last synced: 09 Oct 2024

https://github.com/baccega/flower-classifier

🌷🧠 A convolutional neural network coded in Python, using PyTorch, to classify Oxford's 102 Category Flower Dataset

convolutional-neural-networks deep-learning flower-classification jupyter-notebook neural-network python pytorch

Last synced: 15 Oct 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/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/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/benitomartin/birds-classification

Computer Vision (Pytorch) Birds Classification

efficientnet gradio jupyter-notebook python pytorch

Last synced: 08 Nov 2024

https://github.com/saani765/book-recommender-system

This is a book recommender system I created as a learning project for machine learning :)

flask-application jupyter-notebook machine-learning pycharm-ide python

Last synced: 31 Oct 2024

https://github.com/xoriantopensource/jupyter-webcomponents

This repository contains examples of how to supercharge your Jupyter Notebooks with Dynamic Behaviour via Web Components

jupyter-notebook python webcomponents

Last synced: 09 Nov 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/siddhant-k-code/happyindependenceday

Creation of Indian National Flag with Python, From a Newbie Python Programmer / Student

day flag happy independence india jupyter-notebook python

Last synced: 07 Nov 2024

https://github.com/edydkim/dse-interview

This dataset is part of the Give Me Some Credit Kaggle competition. The data contains loan applicant information collected by a US credit bureau. Each row represents a single loan application and the information gathered on the applicant at the time of the application. This project does ETL into a specific database in batch scheduler and web API as well. Then, it presents how the data looks and feels in jupyter notebook (markdown) for Data Scientist Engineer interview.

jupyter-notebook plpgsql spring-boot

Last synced: 26 Sep 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/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/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/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/pxr687/jupyprint

A simple python package to print markdown and LaTeX equations from code cells in Jupyter notebooks.

jupyter-notebook jupyter-notebooks latex markdown

Last synced: 15 Oct 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 Deep Learning Learning Resources 42 Notebook Sharing & Conversion 42 Deep Learning Tools, Libraries, and Frameworks 41 TensorFlow Tools, Libraries, and Frameworks 38 PyTorch Tools, Libraries, and Frameworks 36 Visualization 35 Technologies 35 C/C++ Learning Resources 34