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

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.

https://github.com/sakhileln/multimodal-agent

A beginner-friendly project to build a simple multimodal AI agent. 🦾

agent agents ai keras nlp nlp-machine-learning numpy opencv pillow spacy-nlp tensorflow

Last synced: 07 Apr 2026

https://github.com/fioraz/ml-project

Salary Prediction Using Multiple Machine Learning Approaches

machine-learning ml natural-language-processing numpy pandas prediction pytorch tensorflow

Last synced: 12 Apr 2026

https://github.com/kimi0230/pstocks

Python 爬股市

crawler numpy pandas python python3 stocks

Last synced: 07 Apr 2026

https://github.com/artuk009/numericalprogramming

Notes and Code examples for Numerical Programming.

matplotlib numpy pandas python scipy sympy

Last synced: 07 Apr 2026

https://github.com/ksharma67/partial-dependent-plots-and-individual-conditional-expectation-plots

Individual Conditional Expectation (ICE) plots display one line per instance that shows how the instance's prediction changes when a feature changes. The Partial Dependence Plot (PDP) for the average effect of a feature is a global method because it does not focus on specific instances, but on an overall average.

eda gradient-boosting individual-conditional-expectation linear-regression matplotlib numpy pandas partial-dependence-plot python seaborn sklearn xgboost

Last synced: 12 Apr 2026

https://github.com/NoumanAhmad448/linux_windows_mysql_php_python_cheatsheet

A cheatsheet resource that covers the deep learning libraries.

matplotib numpy panda pytorch torchvision

Last synced: 16 Jul 2025

https://github.com/yash-dave/creditcard-fraud-detector

An end-to-end Streamlit app for detecting credit card fraud using unsupervised anomaly detection techniques like Isolation Forest, One-Class SVM, LOF, and Autoencoders.

numpy pandas plotly python seaborn streamlit tensorflow

Last synced: 07 Apr 2026

https://github.com/priyanshii1511/edge-detection-methods

Repo for implementation of various edge detection techniques.

cv2 edge-detection image-processing matplotlib numpy opencv python

Last synced: 07 Apr 2026

https://github.com/hoyirul/flask-starter

Flask-Starter provides a streamlined foundation for Flask web development, ensuring a quick setup and optimal configuration. Simplify your Flask project initiation with Flask-Starter.

flask numpy pandas python rest-api

Last synced: 07 Apr 2026

https://github.com/luona-zhang/kaggle-data-science-competitions

This repository contains code developed for participating in Kaggle Data Science competitions.

fitting-algorithm machine-learning model-evaluation numpy pandas scikit-learn seaborn tensorflow

Last synced: 07 Apr 2026

https://github.com/Udacity-MachineLearning-Internship/Support-Vector-Machine

Implementing SVM's using pandas and sklearn in python

numpy pandas sklearn support-vector-machines svm

Last synced: 17 Jul 2025

https://github.com/hannah-aji/predictive-modeling-to-identify-high-risk-areas

Predictive Modeling to Identify High-Risk Areas for Targeted Interventions in Chicago, Illinois

machine-learning matplotlib numpy supervised-learning visualization

Last synced: 17 Jul 2025

https://github.com/shubhs27/snap-n-solve

A real-time Sudoku puzzle solver that uses computer vision and machine learning to detect, solve, and overlay solutions on Sudoku puzzles captured through your webcam.

keras numpy opencv python sudoku-scanner sudoku-solver tensorflow

Last synced: 07 Apr 2026

https://github.com/rahulchouhan1/car-theft-data-in-india

This project analyzes car theft incidents in India using Python and data visualization techniques. It provides insights into theft trends, frequently stolen car models, recovery statistics, and the impact of security measures like GPS and CCTV.

matplotlib numpy pandas python

Last synced: 13 Apr 2026

https://github.com/genndy007/ad_python_labs

Analysis of Data Laboratory Works of Sikorsky KPI, 3 year 2 semester

jupyter-notebook matplotlib numpy pandas python scipy seaborn sklearn

Last synced: 14 Apr 2026

https://github.com/kishankrishna1/spam-classifier

Developed a Machine Learning-based Spam Classifier using Multinomial Naive Bayes to identify and filter spam messages with high precision

matplotlib numpy pandas python scikit-learn seaborn

Last synced: 02 Apr 2026

https://github.com/saikiran-erukonda/drug-labels-side-effects-analysis--a-ml-approach

An end-to-end real-time project on pharmaceutical data, focused on exploring statistical modeling, hypothesis testing, machine learning, and business intelligence techniques.

datascience-machinelearning matplotlib-figures numpy pandas python seaborn

Last synced: 17 Feb 2026

https://github.com/chator3/three-body-problem-simulator

Three-Body Problem Simulation - A Python-based simulation of the Three-Body Problem with both 2D and 3D visualizations. Uses `matplotlib` and `scipy` to model gravitational interactions and animate orbital trajectories. 🚀🔭

academic astrophysics gravity-simulation mplot3d newtonian-mechanics numerical-methods numpy orbital-mechanics physics physics-education science three-body-problem three-body-simulation threebodyproblem

Last synced: 18 Jul 2025

https://github.com/elifftosunn/rfm-customers-analysis

RFM analysis focuses on identifying and segmenting customers based on their purchasing behavior. Analyzed to understand and interact with customers. It can be used together for more effective marketing and customer management strategies.

apriori-algorithm association-rules cohort-analysis datetime fpgrowth kmeans-clustering matplotlib-pyplot minmaxscaler numpy pandas python3 rfm rfm-analysis seaborn silhouette-score sklearn tableau

Last synced: 09 Apr 2026

https://github.com/henrique-efonseca/salary-range-distribution-tool

A web application to help job applicants propose an optimal salary within a given range using a normal distribution approach. Built with Python, Flask, Numpy, Scipy and JavaScript.

flask javascript numpy python scipy

Last synced: 02 Feb 2026

https://github.com/lefteris-souflas/the-algorithmic-approach-to-winning-guess-who

This repository provides a systematic approach to winning the "Guess Who?" game through advanced machine learning techniques. It offers a comprehensive methodology for enhancing gameplay strategy and optimizing decision-making processes with meticulous attention to detail.

decision-tree drawio gradient-boosting graphviz-dot lightgbm machine-learning matplotlib numpy pandas python random-forest scikit-learn

Last synced: 09 Apr 2026

https://github.com/ibrahimhabibeg/multimedia-project

Turn images monochrome and create transition between two images

canvas image-processing multimedia numpy pillow python react typescript vite

Last synced: 11 Apr 2026

https://github.com/ahmedabdalkreem/diabetes

Complete project of people that have diabetes and show what features that explain that person be sick.

bagging-ensemble classification descision-tree ensemble logistic-regression matplotlib numpy pandas python3 sklearn svm voting-classifier

Last synced: 05 Apr 2026

https://github.com/pradeep-r04/attendiq

AttendIQ is a Face Recognition Attendance System designed to automate and streamline the attendance process with precision and ease. By leveraging real-time face detection and recognition technology, AttendIQ eliminates the need for manual roll calls or ID-based check-ins. The system captures facial data during a quick registration process .

csv cv2 kneighborsclassifier numpy os pandas pickle python scikit-learn streamlit time

Last synced: 02 Apr 2026

https://github.com/sandyg6/breast-cancer-classification

Building a Breast cancer classification model using Random Forest Classifier and deploying it to a web application using Flask framework

flask html-css-javascript numpy pandas python random-forest-classifier

Last synced: 05 Apr 2026

https://github.com/adirbella37/safety-analytics-project

Final project in Safety Management: analytics and predictive modeling for occupational incidents. Includes EDA, logistic regression, Poisson/Negative Binomial with overdispersion checks, ROC/AUC, and prediction exercises.

classification data-visualization drunk-and-drive eda logistic-regression matplotlib negative-binomial numpy occupational-safety overdispersion pandas poisson-regression python road-safety roc-auc scikit-learn seaborn statmodels

Last synced: 09 Apr 2026

https://github.com/redinfinitypro/ai_projects

Rating (7/10) The code is a chatbot that interacts with users based on article content. However, issues include incorrect sorting, typos, incorrect indentation, and lack of explanations for each part, potentially affecting the bot's robustness and understanding of context.

newspaper nltk numpy python random sklearn string warnings

Last synced: 20 Jul 2025

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/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/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/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/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/krishbharadwaj5678/clearbg

Instantly remove backgrounds from any image with Clear BG. Upload your photos, remove the unwanted backdrop, and download the result in seconds.

background-remove background-remover deployment numpy onnxruntime pillow python python3 rembg streamlit

Last synced: 07 Apr 2026

https://github.com/elmezianech/email-spam-ham-classifier-nb-simple

Count Vectorizer Naive Bayes Email Classifier: This Python project utilizes a simple Naive Bayes approach with Count Vectorizer to classify emails as spam or ham. The implementation focuses on word frequency for classification.

countvectorizer emails jupyter-notebook machine-learning ml naive-bayes naive-bayes-classifier numpy pandas python spam-detection spam-filtering

Last synced: 07 Apr 2026

https://github.com/ediloaz/machine-learning-study-and-tests

Some codes for testing new features in Machine Learning while I'm studying and understand how to works it.

cv2 jupyter-notebook machine-learning numpy python pytorch tensorflow

Last synced: 08 Apr 2026

https://github.com/subhamsarangi/visualize

Data Visualizations using Python

bokeh matplotlib numpy pandas pyplot python3 seaborn

Last synced: 07 Apr 2026

https://github.com/avs123a/image-edge-detection-demo

Demo of image edges detection using different operators, norms and custom masks

demo edge-computing edge-detection image-analysis image-manipulation image-processing jupyter-notebook numpy python python27 python3

Last synced: 04 Feb 2026

https://github.com/lokranjanp/mnist-classifier

Mnist handwritten digit classifier from scratch using numpy only and also with CNN-tf. The aim is to make the models of almost equal accuracy.

mnist mnist-classification mnist-classifier numpy pandas tensorflow

Last synced: 02 May 2026

https://github.com/anuragkush2527/vibesync-3.0

Sentiment analysis in social media involves using natural language processing (NLP) and machine learning to analyze users' opinions, emotions, and attitudes expressed in posts, comments, and reviews. It helps in understanding public sentiment, monitoring trends, and making data-driven decisions.

expressjs fastapi mongodb nltk nodejs numpy pandas python reactjs scikit-learn sentiment-analysis tensorflow

Last synced: 16 Oct 2025

https://github.com/charanchellu/movie-recommend-system

content Based movie recommend system

machine-learning numpy pandas python sklearn

Last synced: 02 Apr 2026

https://github.com/lasithaamarasinghe/youtube-comment-analysis

Sentimental Analysis of comments on YouTube videos. Classify comments as positive, negative, or neutral. Provide visualizations to display the distribution of the sentiments.

comment-analysis css3 emoji flask google-api-client html5 matplotlib negative neutral numpy positive python sentiment-analysis sentiment-classification vadersentiment visualization youtube-video

Last synced: 04 Apr 2026

https://github.com/rafinha0rafinha/web-analyzer-backend

(Legacy) This is the backend for Mazaoro SARLU's lead magnet "Web Analyzer". This project analyzes websites using Google Lighthouse and returns a detailed report consumed by the frontend.

azure-app-service azure-devops chartjs cicd data-analysis data-science data-visualization express flask hacktoberfest lighthouse numpy sentiment-analysis vader-sentiment-analyzer

Last synced: 10 Apr 2026

https://github.com/musamairshad/numpy-learning

This repository contains material related to the NumPy Learning.

matrices multidimensional-arrays numpy python

Last synced: 18 May 2026

https://github.com/coder5omkar/LendingClubCaseStudy

Performed exploratory data analysis (EDA) on the loan dataset from the Lending Club Case Study to identify the key factors influencing loan defaults.

bivariate-analysis data-science exploratory-data-analysis matplotlib numpy pandas seaborn univariate-analysis

Last synced: 21 Jul 2025

https://github.com/shoaib1522/data-science-in-python

"Unlock the power of data science with my curated collection of Python projects—your gateway to insights, analysis, and hands-on learning! 🌟"

analytics confusion-matrix data-science kaggle-dataset matplotlib mlp-classifier notebook numpy pandas python regression streamlit

Last synced: 04 Apr 2026

https://github.com/asherk7/neural-network-from-scratch

Creating a Convolutional Neural Network from scratch, modeled after ResNet

classification cnn ml neural-network numpy python resnet

Last synced: 18 May 2026

https://github.com/dipakxettri/numpy

This Repo is dedicated on learning NumPy a first step of learning DataScience/Machine Learning!

numpy python

Last synced: 18 May 2026

https://github.com/h12m54am/numpy-matplotlib

Best for people who are using it for mathematical and statistical work. Not really a tutorial, but rather a bunch of examples that can help you understand Numpy and Matplotlib

jupyter-notebook learning-by-doing numpy pandas python

Last synced: 18 Apr 2026

https://github.com/prarthana-singh/heart-attack-prediction-model

A Machine Learning model that predicts the risk of a heart attack based on health parameters like cholesterol levels, blood pressure, BMI, smoking habits, and age. Built using Classification models, Scikit-Learn, Pandas, and Python.

classification data-analysis data-science heart-attack-prediction logistic-regression machine-learning numpy pandas python scikit-learn

Last synced: 25 Jun 2025

https://github.com/hansalemaos/colorcountcython

This module provides functionality to count unique colors in an image represented as a NumPy array and, optionally, group their coordinates. It includes a Cython-based implementation for improved performance.

colors colour colours count cv2 numpy

Last synced: 01 May 2026

https://github.com/akshaypatra/cardiovascular_disease_detection

AI-driven ECG classification model that detects cardiovascular abnormalities such as arrhythmia and atrial fibrillation using a hybrid CNN-LSTM deep learning approach.

keras matplotlib numpy pandas python3 scikit-learn seaborn tensorflow wfdb

Last synced: 14 Apr 2026

https://github.com/chandkund/titanic-survival-prediction

Welcome to the Titanic Survival Prediction project! 🌊 This project predicts passenger survival on the Titanic using machine learning models. By analyzing features like class, gender, and age, we aim to uncover the factors that influenced survival rates during this historic event. Dive in to explore the insights and models developed!

data-science machine-learning matplotlib numpy python seaborn sklearn visualization

Last synced: 07 Apr 2026

https://github.com/hoyirul/flask_test

This is a Python programming using flask and has been set up with the MVC concept and can connect to the database

flask mysql numpy python3 restful-api

Last synced: 07 Apr 2026

https://github.com/simon2k/stock-price-prediction-evaluation

This project is indented to present a small evaluation of different types of regression models for predicting stock prices for AAPL.

evaluation machine-learning numpy pandas predicting-stock-prices scikit-learn

Last synced: 07 Apr 2026

https://github.com/manikantasanjay/emotion_prediction_kaggle_cnn

Real time Facial Emotion Recognition System with CNN Model Architecture making use of Transfer Learning, Data Augmentation, and Regularization Techniques.

cnn convolutional-neural-networks dataset deep-learning jupyter-notebook matplotlib numpy pandas python3 pytorch transfer-learning

Last synced: 11 Apr 2026

https://github.com/satheesh-meadi/real_time_financial_risk_dashboard

Financial Risk Analysis Dashboard 🚀. An interactive Streamlit dashboard designed for analyzing and visualizing portfolio performance. Features include CAPM analysis, portfolio optimization, efficient frontier visualization, and real-time stock data to help optimize investments.

numpy pandas plotly plotly-express python3 scikit-learn streamlit yfinance

Last synced: 05 Apr 2026

https://github.com/youngermaster/coulomb-superposition-principle

Principio de Superposición de Coulomb y Ley de Biot-Savart

coulomb-law matplotlib numpy simulation

Last synced: 18 May 2026

https://github.com/dmarks84/coursework_project_data-analysis-apache-spark

Project for IBM Data Engineering & Python course on ETL & Big Data -- Read in data, wrote to SQL database and performed queries, performed statistical analysis and issued reports

apache-sprk automation dag data-modeling eda elt etl numpy pandas pipelines python sql statistics visualization

Last synced: 11 Apr 2026

https://github.com/ramyacp14/sentimentanalysis

Implements a sentiment analysis model to determine the emotional tone behind text, helping understand attitudes, opinions, and emotions in online mentions.

machine-learning natural-language-processing nltk numpy pandas python scikit-learn

Last synced: 07 Apr 2026

https://github.com/myahninsi/credit_card_fraud_detection

This repository is for the Neural Networks and Deep Learning Course - Assignment 1, focusing on credit card fraud detection. The project utilizes a machine learning model to predict whether a transaction is fraudulent using a synthetic credit card dataset.

matplotlib numpy pandas pickle python scikit-learn seaborn streamlit

Last synced: 09 Apr 2026

https://github.com/maxbleu/f1analisys

A Python repository for analyzing and visualizing Formula 1 data. Includes tools for race statistics, performance comparisons, and custom visualizations.

data-science f1 f1-analisis f1api fastf1 formula1-analysis formula1-data-analysis matplotlib-python motorsport numpy pandas python seaborn

Last synced: 12 Sep 2025

https://github.com/andreazoccatelli/light_permanova

A lightweight implementation of PERMANOVA based on Euclidean distance from centroid

computervision numpy permanova pytorch statistics tabular-data

Last synced: 08 May 2026

https://github.com/philcs/electromag

Électromagnétisme, Université Laval, 2017

matplotlib numpy python

Last synced: 18 May 2026

https://github.com/exclowd/gg

A library for creating terminal based games in python.

numpy python

Last synced: 18 May 2026

https://github.com/muzahid0408/student_marks_analysis_using_numpy

This project analyzes a student marks dataset to calculate key statistical measures such as mean, median, standard deviation, and more.

datasets jupyter-notebook numpy numpy-arrays pythoh

Last synced: 04 May 2026

https://github.com/gdg-a-coruna/inteligencia-artificial-en-la-deteccion-del-cancer

Repositorio con recursos sobre la charla Build with AI: Inteligencia Artificial en la Detección del Cáncer

ann breast-cancer breast-cancer-prediction breast-cancer-wisconsin keras lasso matplotlib ml numpy pandas python r svm tensorflow

Last synced: 17 Feb 2026

https://github.com/abhisek-13/diabetes-prediction

The Diabetes Prediction Web App uses machine learning to predict if someone has diabetes based on their health data. Trained on the Kaggle diabetes dataset, it offers real-time predictions through a user-friendly Streamlit interface.

machine-learning matplotlib numpy pandas python sklearn streamlit

Last synced: 11 Apr 2026

https://github.com/mr-talhailyas/histogram-equalization-and-contrast-stretching

Histogram equalization and contrast stretching without using builtin library functions.

contrast-stretching histogram-equalization image-enhancement image-processing numpy

Last synced: 29 Apr 2026

https://github.com/jhaabhijeet864/numpy_for_machine_learning

It's a collection of python notebooks comprising of learning materials of numpy for machine learning

notebooks-jupyter numpy numpy-arrays numpy-library python

Last synced: 18 May 2026

https://github.com/amnydv17/algorithm-visualizer

This project aims to offer a visual representation of how different algorithms work, making it easier for developers, students, and enthusiasts to understand their functionalities and behaviors through graphical demonstrations.

matplotlib numpy python3 seaborn

Last synced: 18 May 2026

https://github.com/pzuehlke/hands-on-numpy

An introduction to NumPy for undergraduate students, focusing on basic linear algebra

linear-algebra numpy numpy-tutorial python scipy

Last synced: 18 Apr 2026

https://github.com/ljadhav25/django-data-analyzer

Django Data Analyzer is a web application built using the Django framework, designed to streamline data analysis tasks. Users can upload CSV files containing data for analysis. The application utilizes the powerful data manipulation capabilities of Python libraries like pandas and numpy to perform various analyses on the uploaded data.

data-analysis data-visualization django-application matplotlib numpy pandas python seaborn

Last synced: 01 Mar 2026

https://github.com/akku-1206/spotify_data_analysis

Spotify Tracks Analysis Overview This project performs an exploratory data analysis (EDA) on Spotify music data to uncover insights and correlations related to song features, popularity, and genre.

matplotlib numpy pandas python seaborn

Last synced: 13 Apr 2026

https://github.com/saket-sk/data-science-lab

List of Assignments I have performed as a part of Honorary Course of Data Science and Machine Learning Lab.

data-cleaning data-science jupyter-notebook jupyter-notebook-extension numpy numpy-arrays pandas pandas-dataframe pandas-python python

Last synced: 16 Apr 2026

https://github.com/nambukeerthi/phonepe_project

This project will create a live geo-visualization dashboard using data from the PhonePe Pulse GitHub repository.

matplotlib numpy pandas python sklearn sql streamlit

Last synced: 07 Apr 2026

https://github.com/werctfourth/python-border-autocrop

A Python script that crops borders from images.

border crop image-processing numpy pillow python python3

Last synced: 18 May 2026

https://github.com/samankhamesian/rating-prediction-system

This project is an implementation of simple rating prediction systems for items from user

latent-factor-model machine-learning numpy pattern-recognition python rating-prediction

Last synced: 18 May 2026

https://github.com/chandkund/time-series-forecasting

A time series forecasting project using the Airline Passenger dataset. This project leverages ARIMA modeling to predict future passenger numbers by analyzing historical trends and seasonality from 1949-1960. The results demonstrate effective forecasting for better business planning.

arima-forecasting arima-model data-science numpy pandas python seaborn

Last synced: 07 Apr 2026

https://github.com/lmizner/codecademy_auto_evaluation

Summarized categorical variables in Python using numerical summary statistics.

categorical-data frequency jupyter-notebook median numpy pandas proportion python

Last synced: 07 May 2026

https://github.com/05afreen/indian-job-market-analysis

This repository focuses on 🔍 scraping, 🧹 cleaning, and 📊 visualizing job market data in India. It automates job listing collection from platforms like 🌐 Naukri, Indeed, and LinkedIn using 🐍 BeautifulSoup/Selenium. The scraped data is then 🛠️ cleaned and standardized, handling ❌ missing values, 🏷️ formatting inconsistencies, and 🔎 extracting

numpy pandas powerbi selenium

Last synced: 11 Apr 2026

https://github.com/alexsolov28/ml_nir

Научно-исследовательская работа на тему «Прогнозирование цен на жилье»

jupyter-notebook matplotlib numpy pandas python seaborn

Last synced: 20 Jan 2026

https://github.com/ghsaboias/glasses-ai

Real-time object detection system using Meta Ray-Ban AI Glasses and YOLOv8 Nano, processing Instagram livestream for visual analysis

ai meta-ai mss numpy object-detection ultralytics

Last synced: 18 May 2026