NumPy
NumPy is an open source library for the Python programming language, adding support for large, multidimensional arrays, and matrices, along with a large collection of high-level mathematical functions to operate on these arrays.
- GitHub: https://github.com/topics/numpy
- Wikipedia: https://en.wikipedia.org/wiki/NumPy
- Repo: https://github.com/numpy/numpy
- Created by: Travis Oliphant
- Related Topics: python, scipy,
- Last updated: 2026-06-26 00:18:09 UTC
- JSON Representation
https://github.com/tdeepa20/heart-disease-prediction-using-ml
Machine Learning models to predict heart disease using patient medical data
datascience jupyer-notebook machinelearning numpy python sklearn
Last synced: 28 Apr 2026
https://github.com/yanyan69/acss-techlaro
arduino-uno automation numpy opencv prototype python raspberry-pi raspberry-pi-camera ultralytics yolo
Last synced: 28 Apr 2026
https://github.com/ronverse17/automate-data-cleaning
This project automates messy data cleaning tasks - like fixing column names, filling missing values, and spotting outliers, so analysts and data scientists can spend more time on insights, not preprocessing.
Last synced: 28 Apr 2026
https://github.com/varun-khorgade/salesense-e-commerce-analytics
Analyzed e-commerce datasets to discover customer behavior trends and business insights. Performed EDA, data cleaning, and visualizations to help stakeholders make data-driven decisions.
customer-behavior-analysis dashboards datacleaning exploratory-data-analysis feature-engineering jupyter-notebook matplotlib numpy pandas python seaborn sql time-series-trend visulaization
Last synced: 28 Apr 2026
https://github.com/dwade-eng/amazon-product-recommender-prototype-
This project is a content-based product recommendation engine inspired by Amazon's "Customers who viewed this item also viewed" feature. It uses a dataset of product metadata and user interactions to suggest similar items based on product titles, brands, and categories using TF-IDF vectorization and cosine similarity.
html numpy pandas python3 scikit-learn
Last synced: 28 Apr 2026
https://github.com/rajivaleaakash/customer-churn-prediction
A machine learning project focused on predicting customer churn using various data analysis and modeling techniques. The repository includes data preprocessing, feature engineering, exploratory data analysis (EDA), model training, evaluation, and visualization to help businesses identify customers at risk of leaving.
churn-prediction classification customer-churn data-analysis data-science gridsearchcv imblearn machine-learning numpy pandas pyhton randomsearchcv scikit-learn
Last synced: 28 Apr 2026
https://github.com/varakanthamsaihruthikreddy975/avocadopricesanalysis
This data analysis finds out the trends and analysis of avocado data by year
matplotlib-pyplot numpy pandas scipy scipy-stats seaborn sklearn-preprocessing
Last synced: 28 Apr 2026
https://github.com/abdeldjalilchafai/us-flight-delay-eda
Structured EDA on 2015 US flight delay data. Clean, reproducible notebook using a 6-step data analysis framework for real-world datasets.
data-analysis data-cleaning eda exploratory-data-analysis flight-delays kaggle matplotlib numpy pandas python seaborn
Last synced: 28 Apr 2026
https://github.com/robinhosz/traffic-data-analyzer
This repository presents a project for urban traffic signal optimization using Reinforcement Learning (RL) to improve traffic flow, increase safety at intersections, and promote energy efficiency in cities. Using the "Traffic Volume Counts" dataset from Kaggle.
data-analysis-python kaggle-dataset numpy pandas python traffic-analysis
Last synced: 28 Apr 2026
https://github.com/iv4n-ga6l/crowd-move-simulation
Crowd move simulation in python
matplotlib numpy python simulation
Last synced: 28 Apr 2026
https://github.com/shreeparab1890/indian-elections-2019-analysis-eda
This ipython notebook is the Exploratory data analysis (EDA) of the Indian Lok Sabha Elections 2019.
data data-analysis data-science data-visualization eda exploratory-data-analysis matplotlib numpy pandas plotly python python3 visualization
Last synced: 28 Apr 2026
https://github.com/semanticdata/traffic-studies
Comprehensive traffic analysis dashboard for Crystal, Minnesota, built with Streamlit.
matplotlib numpy pandas plotly python seaborn streamlit
Last synced: 28 Apr 2026
https://github.com/ddeepanshu-997/datascience--olympics-games
in this repository i am going to perform some datascience techinques on the datasaet in order to get the valuable insights with the help of python libraries , packages etc.
data-science exploratory-data-analysis insights matplotlib-pyplot numpy pandas-dataframe problem-solving python visualization
Last synced: 28 Apr 2026
https://github.com/khalidkhankakar/numpy-for-data-science
Exploring the full Numpy library for DS
data-science dataexploration jupyter numpy python
Last synced: 28 Apr 2026
https://github.com/mahmood-anaam/wheeled-robot-simulation
A Python simulation of a robot equipped with four Swedish wheels, focusing on accurately modeling its kinematics and dynamics to analyze specific motion scenarios.
kinematics-dynamics matplotlib-python numpy python robotics-simulation roboticstoolbox-python swedish-wheels
Last synced: 28 Apr 2026
https://github.com/keyurparalkar/knn-for-cifar-10
K-nearest neighbour algorithm for CIFAR-10 dataset
Last synced: 28 Apr 2026
https://github.com/ksprugevics/galton-board
Python implementation of the Galton board
galton-board numpy pygame pymunk python
Last synced: 29 Apr 2026
https://github.com/santiagoenriquega/game_of_life
This repository contains simulates Conway's Game of Life using Pygame for graphics and Numpy for array operations. The game simulates cellular automata where cells evolve based on simple rules.
conways-game-of-life numpy pygame python python3
Last synced: 29 Apr 2026
https://github.com/shefreenkaur/nlp_query_documents
This repository contains two implementations of an NLP document query system that processes PDF documents and ranks them based on relevance to user queries.
easyocr naive-bayes nlp numpy ppmi pymupdf tf-idf
Last synced: 29 Apr 2026
https://github.com/cuuupid/better-tensorflow
MNIST classifier api
graph-model machine-learning neural-network numpy pickle sigmoid
Last synced: 29 Apr 2026
https://github.com/thekartikeyamishra/interactive-ai-model-trainer
A Google Colab notebook for interactively training simple AI/ML classification models. Features CSV upload, dummy data generation, feature/target selection, model choice, and basic evaluation. Includes a user-friendly UI. Ideal for educational purposes. See screenshots below!
google googlecolab ipywidgets matpl numpy pandas python scikit-learn seaborn
Last synced: 29 Apr 2026
https://github.com/rand-asswad/controle_optimal
Une étude d'un problème de contrôle optimal avec visualisation 3D
controle-optimal numpy optimal-control python sympy
Last synced: 29 Apr 2026
https://github.com/freya135/smart-traffic-system
A Python-based system leveraging a Raspberry Pi to capture and process traffic images, dynamically control traffic lights and servo motors based on real-time vehicle detection using edge detection, and optimize traffic flow intelligently.
canny-edge-detection gpiozero image-processing numpy open-cv python raspberry-pi-5 real-time-processing servo-motor signal-duration smart-traffic-light
Last synced: 29 Apr 2026
https://github.com/muazify/pyequationsolver
A Python script that solves mathematical equations for the variable 'x' using a hybrid approach, combining symbolic solving (for exact solutions) with numerical methods (for approximations when symbolic solving is insufficient).
equation-solver numpy python3 sympy
Last synced: 29 Apr 2026
https://github.com/bilgeswe/datascience
Using Statistics and Data Science Project in Python using Google Colab tools, CVS and XLSX
box-plot colab-notebook cvs data-science data-scraping data-visualization heatmaps numpy python statistical-analysis statistics xlsx
Last synced: 29 Apr 2026
https://github.com/w13b3/ssim-py
Structural Similarity (SSIM) index, where the only core dependency is NumPy
image-comparison numpy opencv-python pillow python3 ssim tested unittests
Last synced: 29 Apr 2026
https://github.com/ujjvalrajput/data-analysis-python-practise
Practise with matplotlib, pandas, and numpy.
matplotlib numpy pandas python
Last synced: 29 Apr 2026
https://github.com/thaisgarcia/analise-exploratoria
Respondendo 10 perguntas de negócio a partir de um dataset sobre uma rede de varejo que comercializa diversos produtos em diversas cidades dos EUA.
Last synced: 29 Apr 2026
https://github.com/romerorodriguezd/homography-with-opencv
Homography operations applied to insert images inside others regardless of the perspective.
computer-vision homography matrices-transformation numpy opencv opencv-python
Last synced: 29 Apr 2026
https://github.com/04bhavyaa/machine-learning-from-scratch
machine-learning matplotlib numpy pandas seaborn
Last synced: 29 Apr 2026
https://github.com/unknownman/101-numpy
learning numpy by 101 short videos and jupyter notebook
Last synced: 29 Apr 2026
https://github.com/thaivincent/fft_image_compression
A simple image compression program using FFT and numPy
Last synced: 29 Apr 2026
https://github.com/ovsidee/psm
Fundamentals of Mathematical Simulations using Python
Last synced: 29 Apr 2026
https://github.com/solomonbaez/koios
Neural Network Framework, built from scratch in NumPy.
machine-learning neural-network neural-networks numpy
Last synced: 29 Apr 2026
https://github.com/amulya20010418/zomato_data_analysis
Analyze Zomato restaurant data all the world and find the insights by using Python libaries and also visualize the dataset by using Power-bi
cleaning-data-in-python dashboard numpy pand powerbi python visualization
Last synced: 29 Apr 2026
https://github.com/al-ghaly/e-commerce-a-b-testing
A Statistical Analysis project in which I Performed an A/B test to analyze the effect of changing the user interface for an E-Commerce company's Website.
data-analysis matplotlib numpy pandas python python-data-analysis seaborn statistical-analysis statistics
Last synced: 29 Apr 2026
https://github.com/matheusvazdata/retail-sales-forecast-linreg-sklearn
Minimal project for retail sales forecasting using linear regression (scikit-learn).
forecasting linear-regression machine-learning matplotlib numpy pandas scikit-learn
Last synced: 29 Apr 2026
https://github.com/chandkund/predicting-student-grades
This project predicts student grades (G1, G2, G3) based on various features such as demographic information, study habits, family background, and other academic factors. The aim is to develop a predictive model that can assist in identifying students who may need additional support.
classification-algorithm ensemble-learning exploratory-data-analysis machine-learning matplotlib numpy pandas regression-models seaborn
Last synced: 29 Apr 2026
https://github.com/armahdavi/ai_ml_assisted_breast_cancer_tumor_detection
Consolidating tutorial codes for breast cancer tumor detection, covering ML fundamentals like classification, feature engineering, training, evaluation, and key performance metrics.
bias-variance feature-engineering logistic-regression machine-learning machine-learning-algorithms medical-application numpy pandas python random-forest recall-precision sklearn xgboost-classifier
Last synced: 29 Apr 2026
https://github.com/hanchiang/python-data-science-handbook
Learn data science with python, numpy, pandas from the book "Python Data Science Handbook: Essential Tools for Working with Data"
data-science numpy pandas python
Last synced: 29 Apr 2026
https://github.com/jack-thesparrow/tube-color-detect
A Python program that detects the colors stored in tubes and returns a JSON file.
matplotlib-pyplot numpy opencv python3 sklearn
Last synced: 29 Apr 2026
https://github.com/mukeshthenraj/fraud-detection-model
Logistic Regression, Grid Search, and ROC-PR curve evaluation on fraud detection dataset
classification fraud-detection machine-learning numpy pandas scikit-learn
Last synced: 29 Apr 2026
https://github.com/adalbertobrant/fundamentalista
Analise de Graham e de Greenblatt para escolha de ações baratas e com bom potencial de crescimento ao longo prazo
graham greenblatt matplotlib numpy pandas python3 streamlit
Last synced: 29 Apr 2026
https://github.com/yimethan/basics-of-data-analysis
2023-2 Basics of Data Analysis
data-analysis numpy pandas python
Last synced: 29 Apr 2026
https://github.com/michaelzheng67/farmsa-programming-for-finance-spring2021
Source files for the programming for finance presentation (complements the material covered)
excel jupyter-notebook matplotlib numpy pandas python sql yahoo-finance-api
Last synced: 29 Apr 2026
https://github.com/alfastrek/textinsight-pro
Webscraper with Natural Language Processing
beautifulsoup jupyter-notebook nltk numpy pandas python webscraping
Last synced: 29 Apr 2026
https://github.com/christs8920/data-science-py
A collection of data science projects made in python.
data-science data-visualization machine-learning matplotlib nltk numpy pandas python sklearn svm-classifier visualization
Last synced: 29 Apr 2026
https://github.com/laipching/sprint6_module1
Exploratory Data Analysis with Python (Pandas/Matplotlib/Seaborn). Business questions, metrics and clear visualizations.
data-visualization eda matplotlib numpy pandas python seaborn
Last synced: 29 Apr 2026
https://github.com/monddavila/online-retail-data-analysis
Online Retail Exploratory Data Analysis with Python
data-analysis jupyter-notebook matplotlib numpy pandas python seaborn
Last synced: 29 Apr 2026
https://github.com/abideen-olawuwo/sign-language-lambda
A model deployed to AWS Lambda
aws aws-lambda keras lambda numpy requests serverless
Last synced: 29 Apr 2026
https://github.com/gvatsal60/ds-on-kaggle
A collection of data science projects, experiments, and insights from Kaggle competitions and datasets
data data-science data-visualization numpy pandas python3
Last synced: 29 Apr 2026
https://github.com/mohamed15058/cognifyz-data-science-internship-restaurant_data_analysis_and_prediction-
Restaurant_Data_Analysis_and_Prediction
fature-engineering machine-learning matplotlib numpy pandas sklearn
Last synced: 29 Apr 2026
https://github.com/sophiaas/transform-datasets
Datasets for modeling transformations in data.
Last synced: 29 Apr 2026
https://github.com/hansalemaos/create_empty_image
Creates new/empty cv2 images/numpy arrays
Last synced: 30 Apr 2026
https://github.com/ola-kaznowska/sigmanoid-function
Sigmanoid function. Written in Python 3.13.1 with matplotlib library and numpy
mathmatics matplotlib numpy python python3
Last synced: 30 Apr 2026
https://github.com/victor-gp/tfg-h16b
The code for my bachelor's thesis, a numerical exploration of the second part of Hilbert's 16th problem
bachelor-thesis dynamical-systems matplotlib-pyplot numpy odeint
Last synced: 30 Apr 2026
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: 30 Apr 2026
https://github.com/vishal-verma-96/honey_production_analysis_using_python
In this project, I analyzed U.S. honey production from 1998 to 2021 across different U.S. cities, explored yields, and examined production values using Matplotlib and Seaborn visualizations.
matplotlib numpy pandas python-3 python-visualization seaborn
Last synced: 30 Apr 2026
https://github.com/maguids/supervised-learning---video-games
This project consists on exploratory data analysis and the application of supervised learning models for classification using a Video Games dataset. Second Semester of the First Year of the Bachelor's Degree in Artificial Intelligence and Data Science.
jupyter-notebook machine-learning matplotlib numpy pandas scikit-learn seaborn supervised-learning
Last synced: 30 Apr 2026
https://github.com/padmavathi2905/machine-learning-projects
Sentiment and Regression Analysis
machine-learning matplotlib numpy pandas python regression-analysis sentiment-analysis visualization
Last synced: 30 Apr 2026
https://github.com/tapishr/numpy-rnn
Implementation of an RNN using numpy library in python
numpy python recursive-neural-network rnn
Last synced: 30 Apr 2026
https://github.com/tinaland101/credit-risk-classification
The purpose of this project is to build a credit risk classification model using machine learning techniques. This model helps identify the creditworthiness of borrowers based on historical lending data. Specifically, it uses a logistic regression model to predict whether a loan is healthy (0) or high-risk (1).
numpy pandas pathlib scikit-learn
Last synced: 30 Apr 2026
https://github.com/scholarchen20/pythonlp
Python保姆级教学附有对应的demo项目（成绩管理系统），适合小白打基础。此外还包含Numpy,Tensorflow,Pytorch示例代码提供学习使用上手
image-classification image-processing numpy pands python pytorch system tensorflow
Last synced: 30 Apr 2026
https://github.com/shakhthi/network_security
matplotlib numpy pandas pymongo seaborn sklearn
Last synced: 30 Apr 2026
https://github.com/fikri-rouzan/student-stress-levels-classification
Proyek pemodelan machine learning untuk mengklasifikasikan tingkat stres mahasiswa berdasarkan parameter input akademik dan psikologis.
joblib jupyter-notebook matplotlib numpy pandas python scikit-learn seaborn streamlit
Last synced: 08 Jun 2026
https://github.com/gabboraron/python_nyelvtan
Egy python nyelvi elemekkel fogallkozó kurzus jegyzete.
ai matplotlib-pyplot numpy pandas
Last synced: 30 Apr 2026
https://github.com/yashbhutwala/pong-ai
Deep Q-Learning Networks vs. Policy Gradient Learning in OpenAI Gym's Pong Environment
deep-q-learning numpy openai-gym policy-gradient pong python tensorflow
Last synced: 30 Apr 2026
https://github.com/favalos/myway-to-nn
Project to store my understanding of Neural Networks.
jupiter-notebook neural-network numpy
Last synced: 30 Apr 2026
https://github.com/poltanek/crane-random-search
Skeleton code for a simulation of a problem similar to the Crane problem however, implementing using random search algorithm expending random nodes
numpy python python3 random-search-algorithm
Last synced: 01 May 2026
https://github.com/hansalemaos/stridesduplicatefinder
Calculate overlapping values between two arrays and return the results as a DataFrame
duplicates fast numexpr numpy strides
Last synced: 07 Mar 2026
https://github.com/zakircodearchitect/intent-classifiers-on-regression-models
This project compares five optimization algorithms (GD, SGD, Momentum, RMSProp, and Adam) on Univariate Linear Regression and a neural network for Intent Classification with the ATIS dataset. It evaluates convergence speed, stability, and final loss, showing that Adam delivers the best performance across both models.
atis-dataset intent-classification jupyter-notebook keras keras-neural-networks matplotlib numpy python regression-models tenserflow
Last synced: 02 May 2026
https://github.com/lefteris-souflas/economic-connectedness-analysis
Jupyter notebook, replicating studies on social capital from Nature journal, analyze economic connectedness, upward income mobility, and more. Python and relevant datasets are utilized to recreate figures and analyses.
analytics choropleth-map json jupyter-notebook matplotlib matplotlib-pyplot numpy pandas plotly-express python3 regplot scatterplot seaborn stata visualization
Last synced: 07 Apr 2026
https://github.com/bearddan2000/python-web-3d-matplotlib-scatter-parametric-curve-graph
A demo of creating a 3d scatter parametric curve graph.
3d curve graph matplotlib numpy pandas parametric python scatter web
Last synced: 09 Apr 2026
https://github.com/zuhairzia/titanic-survival-project
This is a Titanic Survival Prediction Model developed using Python, Pandas, Scikit-learn, and Jupyter Notebook. The model predicts whether a passenger survived the Titanic disaster based on features such as age, gender, and passenger class.
csv-dataset flask jupyter-notebook matplotlib numpy pandas pandas-library python scikit-learn seaborn streamlit
Last synced: 11 Apr 2026
https://github.com/orthoin3d/django-ndarrayfield
New Django field to store numpy ndarray.
django django-fields numpy numpy-arrays
Last synced: 07 Mar 2026
https://github.com/hi-shekhar/data_science
Data science
algorithm-comparison decision-trees keras kmeans linear-regression logistic-regression numpy pandas python sentiment-analysis svm time-series visualization webcrawler
Last synced: 05 Apr 2026
https://github.com/xkomil/datasciencesummerstudy
I want to document in this repository all my studying data science topics
data-science data-visualization machine-learning meteostat numpy pandas seaborn sklearn streamlit-webapp
Last synced: 05 May 2026
https://github.com/toon-van-berkel/imagetovideofx
ImageToVideoFX is a simple Python project that takes an image (JPG/PNG) and transforms it into a short video with a smooth zoom effect. You can optionally add background music. This is perfect for content creators or developers who want to automate turning images into engaging video content.
imagetovideo moviepy numpy pillow python
Last synced: 08 May 2025
https://github.com/trups39/nyc-green-taxi-trip-analysis
Analyze NYC Green Taxi data, predicting fares and optimizing pickup locations using Regression machine learning models uncover travel patterns.
numpy pandas predictive-modeling python3 regression-models skit
Last synced: 17 Feb 2026
https://github.com/bbergerud/tenops
Creating a common interface for numpy, pytorch, tensorflow, etc.
Last synced: 20 Jan 2026
https://github.com/djdhairya/crop-recommendation
Crop Recommendation System is a powerful tool for enhancing agricultural decision-making. By leveraging data-driven insights, it empowers farmers to maximize yield and ensure sustainable practices.
adaboostclassifier bagging-classifier csv decision-trees gaussian html knn-classification logistic-regression machine-learning machine-learning-algorithms matplotlib model numpy pandas random-forest random-forest-classifier scikit-learn seaborn svc
Last synced: 11 Apr 2026
https://github.com/rajesh9943/developing-a-bike-buyer-sales-report-dashboard-using-excel
This dataset has details of 1000 users from different backgrounds and whether or not they buy a bike. This data can be used to build the dashboard in Google Sheets. There are some NA (Null / Empty) values injected in the dataset. Use this dataset for Data Cleaning, Exploration, and Visualization.
excel google-sheets numpy pandas-library python3
Last synced: 17 May 2026
https://github.com/wondermongering/nonlineardatagen
A flexible Python framework for generating, fitting, and visualizing noisy nonlinear data. Perfect for educational purposes, algorithm testing, and demonstrating statistical concepts. Includes tools for various noise models, custom function fitting, robust error metrics, and publication-quality visualizations
curve-fitting data-simulation data-visualization education educational-tool interpolation mathematical-modelling matplotlib noise-modeling numpy regression-analysis scientific-computing scipy signal-processing statistics teaching-resource time-series-analysis
Last synced: 22 Aug 2025
https://github.com/aminkhavari78/-maternal-health-risk-data-set
In this part I'm working on Maternal Health Risk Prediction
data-science linearsvc machine-learning matplotlib numpy pandas scatter-plot sklearn
Last synced: 05 May 2026
https://github.com/nermeenkamal/population_growth_analysis_and_visualization
Python
analysis data-science dataset matplotlib numpy pandas python seaborn visualization
Last synced: 02 May 2026
https://github.com/nikhilfuke1/movies-recommendation-system-python-project-
This project is a simple movie recommendation system built using Python. It suggests movies based on the similarity of titles and a predefined similarity score matrix.
difflib numpy pandas python sklearn
Last synced: 30 Dec 2025
https://github.com/armahdavi/analytics-data-pipelines-statistics-plotting---dust-extraction-hvac-filters---phase-1
PhD Technical Paper 1 - Phase 1 - Mahdavi & Siegel (2020) (Aerosol Science & Technology; AS&T) - Sharing all the data pipelines, processing codes, descriptive statistics, statistical modellings, and plotting/visualizations - Project Miestone: 2017 - 2020 - Full-length article is available
matplotlib numpy pandas pandas-dataframe pyplot python scipy-stats sklearn
Last synced: 13 Apr 2026
https://github.com/hamishivi/denserflow
A basic numpy neural net library. This achieved high marks in a uni assignment!
deep-learning neural-network numpy
Last synced: 18 May 2026
https://github.com/johanntf/direccion_maximo_crecimiento
Dirección de máximo crecimiento en una función multivariable dado un punto de partida
customtkinter matplotlib numpy python
Last synced: 18 May 2026
https://github.com/sanjanahombal/study-on-sentiment-analysis
This project explores the optimal combination of Bag-of-Words and TF-IDF vectorization with Naive Bayes and SVM for sentiment analysis. It evaluates performance using accuracy, precision, recall, and F1-score, addressing ethical concerns like data privacy and bias to improve sentiment classification in real-world applications.
bag-of-words confusionmatrix googlecollab gridsearch-crossvalidation matplotlib-pyplot naive-bayes-classifier numpy pandas seaborn sklearn svm-classifier tfidf-vectorizer
Last synced: 07 Jan 2026
https://github.com/sultanazhari/customer-habit-analysis-model
Megaline company wants to develop a model that can analyze consumer behavior and recommend one of Megaline's two new plans: Smart or Ultra. In this classification task, we need to develop a model that is able to choose the right package
accuracy-score decision-tree-classifier logistic-regression matplotlib-pyplot numpy pandas python3 random-forest-classifier seaborn train-test-using-sklearn
Last synced: 11 Apr 2026
