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/shibam120302/dog_breed_prediction_app

The Dog Scanner app will identify your dog's breed reliably in just a few seconds! Besides taking a picture, you can also record a video or upload an image from your gallery. Got a mixed breed? No problem, the Dog Scanner app also recognizes mixed breeds!

keras numpy opencv python

Last synced: 06 Apr 2026

https://github.com/kartmaan/fire-simulation

A realistic simulation of fire propagation using thermodynamic and combustion principles, developed in Python with Pygame and NumPy

combustion combustion-models fire fire-simulation heat-transfer ignition materials materials-science numpy pygame simulation thermal-capacity thermal-conductivity

Last synced: 19 Aug 2025

https://github.com/pwojcieszak/taxidataanalyzer

Analysis of NYC taxi trips data using Ansible, Terraform, GCP, Spark, Hadoop and Kafka

ansible gcp hdfs kafka numpy pandas parquet pyarrow spark terraform

Last synced: 08 Apr 2026

https://github.com/kaka-lin/audio-analysis-tools

Audio tools for audio processing and audio analysis

audio-analysis audio-tools matplotlib numpy scipy

Last synced: 22 Jul 2025

https://github.com/1ayanabil1/100-days-of-python-bootcamp

Join me on my journey to code in Python every day for 100 days! 🐍 This challenge is designed to sharpen my programming skills, explore Python libraries, and build cool projects along the way.

data-structures data-structures-and-algorithms data-visualization django flask machine-learning matplotlib numpy pandas python seaborn web-development

Last synced: 09 Apr 2026

https://github.com/manuethomas/traffic-accident-analysis-us

The project provides a comprehensive analysis of traffic accidents in the US from 2016-2023 aiming to identify key factors contributing to accidents. The analysis also focussed on finding features that could be used to develop a predictive model

exploratory-data-analysis feature-engineering feature-selection matpllotlib numpy pandas seaborn

Last synced: 20 Mar 2025

https://github.com/mukhtarmid/data-science

This repository is for the knowledge of data science.

datascience eda numpy pandas

Last synced: 10 May 2026

https://github.com/chaitanyac22/cross_platform_product_mapping_algorithm_for_products

This repository contains a product ID mapping solution using TF-IDF vectorizer for weighted text vectors, Facebook AI Similarity Search (FAISS) for coarse filtering with cosine similarity, and Levenshtein distance for refined matching against the Blinkit catalog. Achieved 11.45% match for Zepto and 11.48% for Instamart.

exploratory-data-analysis faiss levenshtein-distance nlp numpy pandas similarity-search tf-idf-vectorizer

Last synced: 20 Mar 2025

https://github.com/ansh2709/customer-segmentation-ml-project

Project segregates the customers on the basis of their spending score and annual income using K-Means Clustering that is a part of unsupervised learning

clustering-algorithm k-means-clustering machine-learning matplotlib-pyplot numpy pandas python unsupervised-machine-learning wcss

Last synced: 01 May 2026

https://github.com/kristijanh1998/reu-summer-internship

Helium Network Blockchain Data Analysis - Big data mining research project for Cybersecurity Research in a Multidisciplinary Environment internship program (Old Dominion University, Summer 2022)

analytics api big-data blockchain-technology cryptocurrency data-mining data-science helium-blockchain helium-network internet-of-things json matplotlib numpy pickle python requests-library-python

Last synced: 10 Apr 2026

https://github.com/alanmenchaca/numpy-notes

collection of notes to learn numpy!

jupyter-notebooks numpy python

Last synced: 08 May 2026

https://github.com/kientech/breast-cancer-classification-using-machine-learning

The goal is to leverage data-driven models to assist in the early detection and diagnosis of breast cancer, potentially aiding healthcare professionals in making informed decisions

data-science machine-learning numpy pandas python3 scikitlearn-machine-learning seaborn

Last synced: 22 Mar 2025

https://github.com/offthetab/gans

Just testing out different GAN models

gans matplotlib numpy seaborn torch torchvision

Last synced: 19 May 2026

https://github.com/abdelrahman-amen/attendance_system

An AI-driven system leveraging real-time face recognition to automate attendance, ensuring accuracy, scalability, and seamless CSV logging of names and timestamps.

cmake cv2 dlib face-recognition numpy python

Last synced: 20 May 2026

https://github.com/carlescn/snake_game

An implementation of the classic Snake game using Pygame and NumPy.

numpy pygame python snake-game

Last synced: 15 Apr 2026

https://github.com/sultanazhari/factors-that-affect-vehicle-prices.

Crankshaft List Company want to know what the factors that affect to vehicles prices. As a data Analyst we're giving list of factor that affect with vehicle prices.

matplotlib-pyplot numpy python3 seaborn vehicles

Last synced: 11 May 2026

https://github.com/abhay-kanwasi/ml-learning

Discover a repository brimming with machine learning insights and projects. Dive into comprehensive documentation of ML concepts, algorithms, and techniques. Explore hands-on projects spanning sentiment analysis, image classification, recommendation systems, and more.

ml numpy pandas python recommender-system sklearn streamlit-webapp themoviedb-api

Last synced: 02 Apr 2026

https://github.com/emanuelefavero/machine-learning

This repository contains code for various machine learning concepts and algorithms

algorithms machine-learning numpy pandas python

Last synced: 13 Apr 2026

https://github.com/hansalemaos/stridessequencefinder

finds sequences [3, 4, 5] in NumPy arrays [1, 2, 3, 4, 5, 1, 2, 3, 4, 5] - result: [2 7]

arrays find numexpr numpy sequence

Last synced: 08 Apr 2026

https://github.com/hotequil/fish_classification

Identify the fish specie with Machine Learning.

classification fish keras numpy python tensorflow

Last synced: 27 Mar 2025

https://github.com/fwcd/minq

Tiny quantum gate library based on NumPy

numpy python quantum-computing

Last synced: 02 Jan 2026

https://github.com/swat1563/recommendation-system

This repository features a recommendation system and analytics engine using datasets on users, organizations, contents, contacts, events, and recommendations. It includes data preprocessing, building a recommendation system, and creating visual reports with Power BI.

analytics data-analysis data-visualization engine kaggle numpy pandas powerbi powerbi-dashboards powerbi-desktop powerbi-reports python recommendation-engine recommendation-system recommender-systems scikit-learn scipy

Last synced: 07 Jan 2026

https://github.com/thiagohrcosta/calculator-app

Calculator APP is a Python-based API developed as part of the Rockeseat specialization in Python. The project simulates a real-world application while applying best practices in software design, architecture, and scalability. The main focus is on:

api design-patterns flask numpy python

Last synced: 08 May 2026

https://github.com/ravi0529/e-commerce-annual-spend-model

A basic Linear Regression model for predicting annual customer's spending

jupyter-notebook linear-regression matplotlib numpy pandas python scikit-learn scipy

Last synced: 09 Apr 2026

https://github.com/armandomtz05/optikit

Solution of the paraxial wave equations using different coordinates systems

fourier-transform holography numerical-methods numpy optics-code optics-simulation pillow

Last synced: 02 Feb 2026

https://github.com/danwild/bike-share-prediction

Predict bike sharing time-series with numpy for Deep Learning

artificial-intelligence artificial-neural-networks deep-learning neural-network numpy

Last synced: 16 May 2026

https://github.com/adnaen/water-quality-analysis

End-to-end Ground Water Quality Prediction app using Streamlit.

classification-model machine-learing matplotlib notebook numpy pandas plotly python sklearn streamlit

Last synced: 30 Dec 2025

https://github.com/a-poor/qgates

Small helper library for working with quantum matrices

bell-states numpy pypi pypi-package python quantum-computing

Last synced: 04 May 2026

https://github.com/vinit-source/csl7382-medical-image-clustering-assignment.py

The IPython notebook contains the questions as well as the related code. Only numpy has been used.

bioimage-analysis kmeans-clustering numpy slic spectral-clustering

Last synced: 22 May 2026

https://github.com/Kikobuf/3d-file-toolkit

Pure-Python toolkit for inspecting, editing, converting, and analyzing 3D print files, supports 3MF, STL, OBJ, PLY, and GLB. Detects source software (Bambu, Orca, Prusa, Cura, Fusion 360, etc.), checks compatibility across 15 CAD and slicer programs, and works with any AI coding agent (Claude, Cursor, ChatGPT, Manus). Zero dependencies beyond numpy

3d-printing 3mf ai-agent bambu chatgpt cluade cluade-code gemini manus numpy obj orca-slicer prusaslicer python stl

Last synced: 20 May 2026

https://github.com/anathonic/big-data-mining-project

This repository contains the implementation of a machine learning project aimed at predicting movie ratings based on user reviews and tags. The data used for this project comes from the MovieLens dataset, which includes ratings and tags for over 9000 movies collected from 1995 to 2016.

decision-tree-regression gradient-boosting-regressor linear-regression machine-learning matplotlib mlp-regressor numpy pandas python random-forest-regression scipy sklearn

Last synced: 26 Jun 2025

https://github.com/open-risk-academy/academy-course-dat31055

Support material for Academy course DAT31055

linear-algebra matrix-libraries ndarray numpy

Last synced: 20 May 2026

https://github.com/gitw1n/japandemographicsinsights

JapanDemographicsInsights is an ongoing project aimed at providing comprehensive insights into the demographic trends of Japan. The project is focused on analyzing and visualizing population data, age distribution, migration patterns, birth and death rates, and other related demographic factors that shape the current and future landscape of Japan.

indevelopment jypyternotebook numpy python3 scientific-visualization

Last synced: 11 May 2026

https://github.com/badranalyst/restaurant-reviews-sentiment-analysis-nlp-case-study

This project analyzes restaurant reviews using Natural Language Processing (NLP) for sentiment analysis. It covers data exploration, pre-processing (NLTK text cleaning), model building, prediction, and deployment. The goal is to predict sentiment from reviews using Python libraries such as Pandas, NumPy, Matplotlib, and Seaborn.

data-analysis data-science eda exploratory-data-analysis matplotlib-pyplot model model-building numpy pandas pre-processing predictive-modeling python seaborn

Last synced: 13 Apr 2026

https://github.com/badranalyst/udemy-course-data-analysis-with-pandas-and-visualization-libraries

Explores Udemy course data using NumPy and Pandas for data manipulation. Provides insights into course topics, ratings, and pricing with visualizations created using Matplotlib, Seaborn, and Plotly.

data-science dataset eda exploratory-data-analysis matplotlib matplotlib-pyplot numpy pandas plotly python seaborn

Last synced: 16 Apr 2026

https://github.com/Akhil-krishnan-r/super_market_analysis

The growth of supermarkets in most populated cities are increasing and market competitions are also high. This dataset is one of the historical sales of supermarket company which has recorded in 3 different branches for 3 months data. Predictive data analytics methods are easy to apply with this dataset

data-visualization matplotlib numpy pandas seaborn

Last synced: 03 Feb 2026

https://github.com/myahninsi/housing-price-prediction-ml

Final project for Big Data Visualization for Business Communications 01 (DSMM Group 1). Analyzes housing data, identifies key price factors, and builds predictive models using machine learning. Includes Power BI dashboards for interactive visualizations and Flask for deployment.

elastic-net lasso-regression linear-regression matplotlib numpy pandas ridge-regression scikit-learn seaborn

Last synced: 14 Apr 2026

https://github.com/linsanity03/particle-in-potential-well

Visualizing the Wavefunction and Probability density of a Particle in a 1D Infinite Potential Well

jupyter-notebook matplotlib-pyplot numpy probability-density schrodinger-equation wavefunction-visualisation

Last synced: 28 Apr 2026

https://github.com/nermeenkamal/image-processing-system

This Python application provides a graphical user interface (GUI) for performing various image processing operations. Users can upload, manipulate, and save images using a range of techniques, including grayscale conversion, binary conversion, histogram equalization, and more.

matplotlib numpy opencv python tkinter

Last synced: 01 May 2026

https://github.com/iv4n-ga6l/geometric-shapesrecognizer-in-image

Geometric shapes recognizer API built in python

api-rest flask numpy opencv python shaperecognitionapi

Last synced: 20 Apr 2026

https://github.com/separatrixxx/tmandcm_labs_3_sem

πŸ‘“ Laboratory works for 3 semester of MAI on theoretical mechanics

matplotlib numpy python theoretical-mechanics

Last synced: 20 May 2026

https://github.com/NishuMehta/Netflix-Data-Analytics

Netflix Data: Cleaning, Analysis and Visualization

jupyter-notebook matplotlib-pyplot numpy pandas python python3 seaborn vscode

Last synced: 14 Mar 2025

https://github.com/HarshilChampaneri/Titanic_Survival_Prediction

I have Created a Machine Learning Model based on the Logistic Regression algorithm. This Model is capable of predicting whether the person will survive or not survive based on the given data of that particular person.This Model is highly accurate in predicting the result.

artificial-intelligence jupyter kaggle logistic-regression machine-learning matplotlib numpy pandas python seaborn titanic-kaggle titanic-survival-prediction

Last synced: 30 Dec 2025

https://github.com/jigyasag18/fake-news-prediction-project

The Fake News Prediction App Repository offers a machine learning project that focuses on identifying the authenticity of news articles as fake or real. It uses a dataset of 20,000 articles and employs methods such as TF-IDF vectorization and the Porter stemming algorithm, achieving around 97% classification accuracy with logistic regression model.

data datapreprocessing logistic-regression machine-learning machine-learning-algorithms numpy pandas prediction stemming vectorization

Last synced: 08 Jun 2026

https://github.com/anas436/exploratory-data-analysis-of-cars

Exploratory Data Analysis of Cars in Python

matplotlib numpy pandas python seaborn

Last synced: 12 Apr 2026

https://github.com/pyfig/s21_data-science-bootcamp

School21 Bootcamp Data Science

data data-science numpy pandas python school21

Last synced: 26 Jun 2025

https://github.com/MuhammedMorad/Egypt-Premier-Fashion-Sales-Analysis

Egypt’s Premier Fashion Sales Analysis is a data-driven project that provides interactive sales insights using Streamlit, Power BI, and Pandas. It analyzes sales trends, customer behaviors, and product performance while offering real-time dashboards and downloadable reports. helping businesses make informed, data-driven decisions. πŸš€

matplotlib numpy pandas plotly python seaborn streamlit

Last synced: 30 Dec 2025

https://github.com/sandy-07/breast-cancer-detection-using-histopathological-images

Using Histopathological images identifying the type of cancer Benign and Malignant tumors.

flask-application html-css numpy pyhton3 tensa tensorflow

Last synced: 11 May 2026

https://github.com/josewebdev2000/mean-variance-calculator

My Solution to the first challenge of the Data Analysis with Python certification of Freecodecamp

data-science freecodecamp-challenge numpy python

Last synced: 20 May 2026

https://github.com/anodicpassion/printing-accuracy-analyzer

This project provides a web-based application for analyzing the print quality of scanned documents by comparing them against a template. It identifies issues such as misalignment and blur, providing visual feedback and quantitative metrics.

numpy opencv-python print

Last synced: 20 May 2026

https://github.com/iankitnegi/datapy

Welcome to DATAPy! This repo contains my Python coding projects for data science, featuring data manipulation, analysis, and visualization. Stay tuned for updates and new content!

basic-programming matplotlib numpy pandas python seaborn

Last synced: 30 Apr 2026

https://github.com/bilalm04/email-spam-classifier

A machine learning project that classifies emails as spam or not spam using Logistic Regression, with a deployable Flask API for real-time classification.

api flask jupyter-notebook machine-learning matplotlib nlp numpy pandas python scikit-learn

Last synced: 06 Mar 2026

https://github.com/ola-kaznowska/first-steps-in-numpy

My first steps in the NumPy library

mathematics numpy python python3

Last synced: 20 May 2026

https://github.com/elifftosunn/textdataclean

Kirli veri çekildiğinde ân işleme adımlarına gerek kalmadan model eğitimi için hazır hale getirmek amacıyla yapılan uygulamadır.

corpus deasciifier morphological-analysis ngram nltk numpy pandas sentence-embedding sentence-tokenizer stemmer stopwords string turkish turkish-sentence-tokenizer word-tokenizer

Last synced: 20 May 2026

https://github.com/saattrupdan/neural_network

Homemade neural network from scratch in numpy.

neural-network numpy

Last synced: 20 May 2026

https://github.com/kr1shnasomani/genagenet

Gender and Age recognition from face images

computer-vision deep-learning neural-network numpy opencv

Last synced: 21 Jul 2025

https://github.com/kr1shnasomani/speedvision

Vehicle speed detection using Computer Vision, Deep Learning and Neural Network

bytetrack computer-vision deep-learning neural-network numpy opencv pytorch supervision tqdm yolo

Last synced: 05 Mar 2025

https://github.com/nikkiaung/ml-in-prod

Exploring around with ML/AI tool, implementing mini side projects like classifying fruit type and extracting text in index. πŸ§‘πŸ»β€πŸ”§

google-cloud image-processing jupyter-notebook matplotlib numpy pandas python

Last synced: 16 Jun 2025

https://github.com/wassimoubaziz/sad-project

This project aims to predict weekly sales for Walmart stores using machine learning algorithms. The dataset contains various features such as store type, size, department, temperature, fuel price, CPI, unemployment rate, and markdowns.

ai artificial-intelligence machine-learning matplotlib numpy oubaziz pandas python sklearn wassim

Last synced: 08 Apr 2026

https://github.com/jt4v4res/neural-networks-and-deep-learning

Some neural networks implementation with purpose of understanding the use of this learning algorithm and deep learning.

deep-learning machine-learning machine-learning-algorithms neural-networks numpy perceptron-learning-algorithm

Last synced: 16 Jan 2026

https://github.com/toddbirchard/crossword-solver

Finds all words in a crossword puzzle along the vertical or horizontal axises.

data-engineering numpy python3

Last synced: 15 May 2026

https://github.com/davgiles/ML-Projects

This repository contains my projects from the Data Science & Business Analytics Post-Graduate Program through UT Austin.

eda matplotlib numpy pandas python scikit-learn scipy seaborn visualization xgboost

Last synced: 20 Jan 2026

https://github.com/makoczoro/credit-default-risk-analysis-eda

This repository contains the detailed EDA Analysis of Home Credit Group Dataset. The analysis aims to find demographic and financial factors associated with higher or lower default risks, providing actionable insights for risk mitigation and improved lending practices

bivariate-analysis correlation-analysis data-preprocessing exploratory-data-analysis exploratory-data-visualizations matplotlib numpy pandas seaborn univariate-analysis

Last synced: 20 May 2026

https://github.com/chaman2003/parkinson-detection

Al-powered Parkinson's Disease Detection System leveraging smartphone sensors (voice and motion) for real-time analysis. Combines ensemble machine learning models (SVM, Random Forest, Gradient Boosting, XGBoost) with advanced feature extraction to provide accurate early detection, sub-second processing, and detailed reporting.

ai flask html-css-javascript librosa ml numpy pandas pydup python scikit-learn

Last synced: 08 Apr 2026

https://github.com/pzuehlke/ml-with-numpy

Basic ML algorithms using only NumPy

deep-learning machinelearning numpy

Last synced: 20 May 2026

https://github.com/redinfinitypro/circuitpythonprojects

Rating: (4/10) This Python script simulates circuits using PySpice, importing libraries like NumPy and Matplotlib. It defines voltage divider, diode circuits, subcircuit definitions, DC sweep analysis, and simulates each circuit using the simulator.

matplotlib numpy os pyspice sys

Last synced: 15 May 2026

https://github.com/xames3/xsnumpy

Basic and bare-bones functionality of NumPy just using pure Python.

numpy numpy-arrays numpy-library python

Last synced: 15 May 2026

https://github.com/viivianreine/carbon-footprint-calculator-using-advanced-machine-learning-cnn-

🌍 An AI-powered Carbon Footprint Calculator built with Python, TensorFlow (CNNs), and Streamlit. Delivers real-time emission predictions, visual insights, and country-wise comparisons from user lifestyle data. Adaptive, scalable, and designed to drive sustainability through intelligent software solutions.

api-based-ai-integration cloud-ready convolutional-neural-networks data-featuring data-preprocessing ipcc keras keras-tensorflow matplotlib model-optimization numpy pandas python realtime-database seaborn streamlit streamlit-deployment streamlit-webapp supervised-machine-learning tensorflow

Last synced: 08 Apr 2026

https://github.com/rahulraimau/credit-card-fraud-detection

This project develops a real-time credit card fraud detection system using the Kaggle Credit Card Fraud Detection Dataset, containing 284,807 transactions with 31 features (Time, Amount, V1-V28, Class).

imbalanced-learn- matplotlib numpy pandas python pytorch scikit-learn- tensorflow

Last synced: 08 Apr 2026

https://github.com/csengupta1101/python-concepts

All basic to advanced Python Concepts Will be covered here in depth.

data-science django dsa-algorithm flask machine-learning numpy pandas python rest-api software-development

Last synced: 08 Apr 2026

https://github.com/udayraj04/facialemotion_musicrecommendations

A web application that detects facial emotions via webcam and recommends music tracks that match the user’s mood in real-time. Built with Flask, TensorFlow/Keras, OpenCV, and a React frontend.

cnn flask machine-learning numpy opencv pil reactjs tensorflow

Last synced: 08 Apr 2026

https://github.com/amiriiw/speech_recognition

Welcome to the Speech Recognition Project! This project is designed to train a model for recognizing voice commands and using it to control a simple Snake game in real-time. The project involves training a TensorFlow model for speech recognition and integrating it with a Pygame-based game.

key-word-recognition numpy pygame queue random sounddevice speech-recognition tensorflow threading

Last synced: 13 Mar 2025

https://github.com/sridharyadav07/ai--powered-task-management-system

An intelligent Task Management System that integrates Sentiment Analysis, Task Optimization, and Forecasting to streamline project and task handling. This AI-powered tool is designed to assist teams and project managers in making data-driven decisions by understanding emotional context, forecasting productivity, and optimizing workload distribution

arima flask joblib jupyter-notebook naive-bayes-classifier nltk numpy pandas pickle-file python randomforestregressor scikit-learn stopwords-removal streamlit tfidf-vectorizer

Last synced: 08 Apr 2026

https://github.com/pramodyasahan/house-price-prediction

This repository contains the code for a machine learning model aimed at predicting housing prices. The model is based on the RandomForestRegressor algorithm from the scikit-learn library and utilizes feature selection, preprocessing, and pipeline techniques for improved performance.

machine-learning numpy pandas python scikit-learn

Last synced: 08 Apr 2026

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: 08 Apr 2026