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/gauravcodepro/numpy-builder

A numpy shell builder to extract and how to use the numpy across the arrays.I am putting the entire manual for those who like to search immediately rather than looking here and there.

bash-prompt bash-script bash-scripting data-analysis data-mining data-science numpy numpy-arrays shell-prompt shell-script

Last synced: 16 Jun 2025

https://github.com/quantum-software-development/statistical-measures

This repository contains a statistical analysis of customer service ratings for Biscobis Ltd

machine-learning mathematics mathp mathplotlib measurements numpy pandas puthon3 seaborn statisctics

Last synced: 12 Apr 2025

https://github.com/yunfanjiang/ml_interview_with_numpy

Implementation of ML algorithms using NumPy from scratch

from-scratch interview machine-learning machine-learning-algorithms numpy

Last synced: 03 Mar 2025

https://github.com/furkankayar/hybridneuralnet

Decision tree powered artificial neural network library.

cpp decision-tree neural-network numpy pybind11 python3

Last synced: 02 Mar 2025

https://github.com/khaymanii/customer_segmentation_model

This model was built using Python and KMeans Clustering algorithm

matplotlib numpy pandas python sckit-learn seaborn

Last synced: 16 Jun 2025

https://github.com/pratishtha-abrol/principlecomponentanalysis

Principle Component Analysis with Numpy and Python

numpy principal-component-analysis python

Last synced: 10 Sep 2025

https://github.com/vbharadwaj-bk/python_cpp_tutorial

Code for a Tutorial on Writing C++ Extensions for Python.

cpp numpy pybind11 python

Last synced: 12 Apr 2025

https://github.com/msthamizh/singapore-resale-flat-prices-predicting

Developing a Streamlit application that allows users to interactively predict the resale prices of flats in Singapore using machine learning. The application supports regression tasks, enabling users to input various features, such as location, flat type, floor area, and lease start date, and receive predictions for resale prices.

exploratory-data-analysis machine-learning matplotlib numpy pandas python seaborn streamlit

Last synced: 30 Dec 2025

https://github.com/datascience-py/speechrecognition

This repo create STT (ASR) models for you can use pre-training models or training self model

asr machine-learning matplotlib microphone models neural-network numpy python3 pytorch sklearn speech-recognition speech-to-text stt tensorflow-lite tensorflow2 web

Last synced: 05 Apr 2025

https://github.com/jinkogule/multi-analyst

O Multi Analyst é uma ferramenta de análise de dados com uma usabilidade simples, que utiliza inteligência artificial para interpretar os resultados das análises realizadas, retornando insights úteis aos usuários.

apriori-algorithm bootstrap css data-analysis django html numpy open-ai pandas python web-application

Last synced: 22 Feb 2025

https://github.com/serhatderya/fall_detection

This project implements a computer vision-based fall detection system using deep learning techniques. The system can detect whether a person has fallen in images or video frames.

ai artificial-intelligence artificial-neural-networks computer-vision deep-learning deep-neural-networks deeplearning falldetection matplo neural-network numpy opencv pil pillow pytorch tensorflow yolo yolov5 yolov8

Last synced: 30 Dec 2025

https://github.com/petitgrizzlies/metaheuristiques

Travaux pratiques de meta heuristique. Unige 2016-2017

cffi cpp golang heuristic-algorithm matplotlib numpy python35

Last synced: 21 Feb 2025

https://github.com/eljandoubi/landmark-classification-tagging-for-social-media

a CNN-powered app to automatically predict the location of the image based on any landmarks depicted in the image.

cnn-classification numpy pytest pytorch transfer-learning

Last synced: 18 Mar 2025

https://github.com/dulajkavinda/live-sketching

✍️ Converting live video stream from webcam into a sketch using OpenVC and Keras

added image-filtering keras machinelearning matplotlib numpy opencv python

Last synced: 30 Dec 2025

https://github.com/alicbm/learnlytics-code

Repositorio oficial de LearnLytics, una plataforma de tutoriales sobre análisis de datos, ciencia de datos, programación y economía. Aquí encontrarás los códigos y bases de datos utilizados en nuestros tutoriales, junto con documentación detallada para su implementación. 🚀

analisis-de-datos automation economia estadistica machin matplotlib mysql numpy pandas programming python r selenium webscraping

Last synced: 30 Dec 2025

https://github.com/sun-data/named-arrays

Python library that implements named tensors with Astropy Quantity support.

astropy named-arrays named-tensor numpy python scientific-computing

Last synced: 28 Oct 2025

https://github.com/prodev717/neurogen

A simple Python library to build and train deep neural networks (SLP and MLP). It includes functions for forward propagation, backpropagation, loss calculation, and model saving/loading.

ai backpropagation deep-learning machine-learning mlp neural-networks numpy python slp

Last synced: 21 Jun 2025

https://github.com/Asit-14/Python-Programming

This repository contains all the programs and resources we will use to learn Python programming. It also includes various modules, Python libraries, and several project examples to enhance our learning experience.

matplotlib modules numpy pandas python tkinter

Last synced: 29 Oct 2025

https://github.com/naharashu/num.js

Fast and big library for mathematics and science work(analog of numpy for js)

arrays cdn javascript library math maths numjs numpy open-source web website

Last synced: 07 May 2025

https://github.com/otakmager/projectml-clusteringweb

This repo is the result of a project assignment for a machine learning course at my university which was assisted by other group members. This project is to create a website that can cluster from the models that have been made. This model was created using the KMeans algorithm with 3 clusters that were trained with the seed dataset

bahasa-indonesia clustering-algorithm flask jupyter-notebook kmeans-clustering numpy pandas pickle python scikit-learn seed-dataset

Last synced: 26 Mar 2025

https://github.com/aryansk/mnist-deep-learning-exploration

This repository contains implementation of various deep learning approaches for the MNIST handwritten digit classification task, using both scikit-learn and Keras frameworks.

keras machine-learning machine-learning-algorithms mnist-classification numpy python scikit-learn tensorflow

Last synced: 27 Mar 2025

https://github.com/haloapping/ml-workflow

Template alur kerja machine learning.

mahine-learning numpy pandas python3 scikit-learn

Last synced: 20 Jul 2025

https://github.com/pycraftdeveloper/visual-music

This is a short program that takes the input from your microphone and uses OpenGL to draw a live colourful pattern.

art music numpy open-source opengl pip programming python python3 python310 python37 python38 python39 sensors simple tkinter visual-studio visual-studio-code

Last synced: 14 Jun 2025

https://github.com/aryansk/fake-news-detection

A sophisticated machine learning solution to detect fake news using multiple classification algorithms. Identify the credibility of news articles with advanced text analysis techniques!

fake-news-detection machine-learning machine-learning-algorithms matplotlib numpy pandas python random-forest-classifier scikit-learn seaborn

Last synced: 30 Dec 2025

https://github.com/cs-joy/numpyv1.25.2

@numpy

numpy

Last synced: 23 Feb 2025

https://github.com/hamdaniqhmqd/project-predict-saham-bbri

Repository Project-Predict-Saham-BBRI is a group assignment project that uses Streamlit, scikit-learn, and related technologies to build a BBRI stock price prediction application based on day, week, and month input.

data-visualization numpy pandas python sklearn streamlit

Last synced: 07 May 2025

https://github.com/artikumari28/movie-recommender-system

This project is a content-based movie recommendation system, where movies are recommended based on their similarity in content. The system analyzes various features such as genres, cast, and descriptions to suggest similar movies.

google-colab machine-learning nltk numpy pandas pickle scikit-learn streamlit

Last synced: 30 Dec 2025

https://github.com/itdaniher/snr

Lin1 Finale

chirpz dsp numpy python svd sympy

Last synced: 27 Mar 2025

https://github.com/aryansk/geometric-transformation-visualizer

A comprehensive toolkit for visualizing various geometric transformations on both 2D shapes and images using Python. This project demonstrates fundamental geometric operations through interactive visualizations.

computer-vision matplotlib numpy opencv python

Last synced: 09 Jul 2025

https://github.com/paulo-santos-ds/rotatividade_de_clientes

A operadora de comunicações InternetGO está interessada em prever a rotatividade de seus clientes (churn). Se for identificado que um usuário está planejando trocar de operadora, a empresa poderá oferecer códigos promocionais e opções de planos especiais para evitar a perda desse cliente.

catboost numpy pandas pyplot python seaborn sklearn

Last synced: 30 Dec 2025

https://github.com/sharan-vj/python_for_datascience

Resources for revising basic concepts in Numpy, Pandas, Matplotlib, and Seaborn. along with SQL Database.

matplotlib numpy pandas seaborn sql

Last synced: 02 Mar 2025

https://github.com/yuanx749/complex_systems

A Python package for studying complex systems.

jupyter matplotlib networkx numpy pep8 project scipy streamlit

Last synced: 30 Dec 2025

https://github.com/mahmud-kandawala/programming-paradigms-coursework

This repository covers major computer programming paradigms like imperative, functional, logic, and object-oriented, using Python and its libraries to apply these concepts.

abstract-factory-pattern builder-design-pattern chain-of-responsibility facade-pattern numpy object-oriented-programming pandas programming-paradigm proxy-pattern python singleton-pattern

Last synced: 30 Dec 2025

https://github.com/hk-kumawat/house-price-predictor

🏡 An ML-based tool predicting U.S. house prices based on income, house age, room count, and area population.

data-science house-price-prediction linear-regression linear-regression-models machine-learning matplotlib numpy pandas python real-estate seaborn streamlit

Last synced: 30 Dec 2025

https://github.com/li-plus/tinynn

An educational PyTorch-like neural network framework based on NumPy

autograd deep-learning machine-learning neural-network numpy python

Last synced: 11 Apr 2025

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

Zomato Restaurant Data Scraper This script uses Selenium to scrape restaurant information from the Zomato NCR delivery page.

chromewebdriver numpy pandas python selenium

Last synced: 23 Feb 2025

https://github.com/dhakalnirajan/python-for-research

“Python for Academic Research” is a program launched by NRCC to provide short training in the python programming language. This course will teach students to use python in research and implement such learnings in their practical classes. Mr. Kshitiz Regmi will be teaching the course.

data-science numpy pandas plotly python python3

Last synced: 21 Mar 2025

https://github.com/batthulavinay/predictive-maintenance-for-industrial-equipment

This project focuses on Predictive Maintenance for industrial equipment using machine learning. The goal is to predict potential machine failures before they occur, enabling proactive maintenance and reducing downtime.

accuracy data-visualization datapreprocessing exploratory-data-analysis feature-engineering jupyter-notebook machine-learning-algorithms matplotlib modeldevelopment modelevaluation numpy pandas python recall scikit-learn seaborn

Last synced: 30 Dec 2025

https://github.com/venky-1710/stress-level-predection

Stress Level Prediction is a web app using machine learning to estimate user stress levels. It takes inputs like anxiety, sleep quality, and academic performance, then predicts stress using a Decision Tree Classifier. Built with Python, Flask, and scikit-learn, it's useful for students, researchers, and those interested in stress management.

css flask html machine-learning numpy pandas python python-sklearn scikit-learn

Last synced: 29 Dec 2025

https://github.com/flazefy2/ds-customer_shopping

https://www.kaggle.com/datasets/bhadramohit/customer-shopping-latest-trends-dataset

data-science data-visualization jupiter-notebook numpy python sales shopping statistics

Last synced: 27 Mar 2025

https://github.com/aramshiva/boids

🦅 Artifical Swarm Intelligence

art boids generative math numpy pygame python swarm

Last synced: 17 Mar 2025

https://github.com/2000pawan/data_science.

Complete Data Science, NumPy, Pandas, Matplotlib, Seaborn, Statistics, Power Bi, Machine Learning.

data-science machine-learning matplotlib numpy pandas powerbi seaborn statistics webscraping

Last synced: 18 Dec 2025

https://github.com/sehgalnaval/olympics-data-analysis

I will be building an Olympics Data Analysis Web Application using Streamlit. For development, I will be using Python and Pandas. For plotting, I will be using Seaborn and Plotly libraries. The project will also be deployed to Heroku.

heroku jupyter-notebook matplotlib numpy pandas pycharm python seaborn

Last synced: 30 Dec 2025

https://github.com/sominw/cheatsheets

Useful cheatsheets for DS.

cheat-sheets cheatsheet numpy pandas probability

Last synced: 02 Mar 2025

https://github.com/savitar-hub/image-classification

Notebooks on how image classification can help businesses make better decisions and improve the customer experience.

image-classification image-processing jupyter-notebook numpy opencv pandas pytorch tensorflow

Last synced: 11 May 2025

https://github.com/prakashjha1/stock-trend-prediction

Deep learning for predicting stock market prices and trends has become even more popular than before. I have used yahoo finance to collect the data and LSTM to build the stock trend model.

deep-learning keras lstm lstm-neural-networks machine-learning numpy pandas pandas-datareader prediction python rnn tensorflow

Last synced: 30 Dec 2025

https://github.com/mchenryspagg/outlier-detection-in-election-data

This project aims to examine possible voting irregularities in Nigeria's 2023 election, focusing on alleged vote manipulations by INEC. It seeks to ensure election transparency by identifying polling units with results that significantly differ from nearby units.

geographic geographical-information-system geospatial-analysis geospatial-data latitude-and-longitude matplotlib-pyplot numpy outlier-detection pandas python seaborn

Last synced: 20 Jan 2026

https://github.com/vicperal/ai-genai_projects

Python projects about LLM and ML use cases. I am using modules such as Pandas, Numpy, Plotly, scikit-learn, Transformers, Flask, JSON, etc. to analyze data, predict, generate insights and create text from models such as LLMs, linear regression, assembly methods, etc. Server- Front-End using Flask

assembly clinical-trials flask json linear-regression llm ml numpy pandas plotly price-prediction python rag random-forest scikit-learn sentimental-analysis sql text-summarization tokens-counter transformers

Last synced: 30 Dec 2025

https://github.com/FredStober/cpp2numpy

cpp2numpy is a C++ library to write numpy files

c-plus-plus numpy

Last synced: 13 Jul 2025

https://github.com/uea-geral/rna-perceptron-exercise

🤖Disciplina de RNA: treinamento de um neurônio Perceptron.

jupyter-notebook neural-network numpy perceptron python scikit-learn

Last synced: 20 Mar 2025

https://github.com/lbirkert/digit-recognition

[from-scratch] feed forward neural network that can recognize handwritten digets

feedforward-neural-network machine-learning numpy python

Last synced: 20 Mar 2025

https://github.com/salmandeveloperz/ml_house_prediction

project for house price prediction using Classification & Regression models. Includes Docker setup for easy deployment.

classification-model clustering deep-learning machine-learning matplotlib numpy pandas python3 regression-models scikit-learn

Last synced: 30 Dec 2025

https://github.com/sonu275981/face-mask-detection-web-app

Face Mask Detection web application built with Flask, Keras-TensorFlow, OpenCV. It can be used to detect face masks both in images and in real-time camera video using browser.

flask-application haar-cascade-classifier haarcascade-frontalface javascript keras-tensorflow mask mask-detection numpy opencv webapp

Last synced: 10 Apr 2025

https://github.com/codeantik/spam-ham-detector

A machine learning model to detect whether the mails are spam or ham

logistic-regression numpy pandas python sklearn

Last synced: 30 Dec 2025

https://github.com/jai0212/cash-app-bias-busters

A platform developed with Cash App to help ML engineers detect and visualize biases in models using Fairlearn. Features include a collaborative and interactive dashboard (React, Chart.js), a Flask backend, and a secure MySQL database for data storage and analysis.

bias-detection chartjs fairlearn flask machine-learning mysql numpy pandas pytest python react scikit-learn scipy

Last synced: 11 Apr 2025

https://github.com/mgobeaalcoba/survival_predictor_on_the_titanic_scikit_learn

Titanic Survival Predictor using Scikit-Learn: Machine learning model and analysis to predict passenger survival on the Titanic based on historical data.

matplotlib numpy pandas python3 scikit-learn seaborn titanic-dataset titanic-kaggle titanic-survival-prediction

Last synced: 30 Dec 2025

https://github.com/camilajaviera91/clustering-first-approach

This code will help to understand, in a simple way, how the clustering model works. To achieve this, we will input certain variables (strings and integers), then plot them to visualize and analyze how the values are positioned.

array cluster clustering dictionaries matplotlib numpy pandas python

Last synced: 28 Mar 2025

https://github.com/carlolepelaars/skq

Scientific Toolkit for Quantum Computing

numpy python quantum quantum-computing quantum-machine-learning

Last synced: 21 Mar 2025

https://github.com/m-faizan-mahmood/detailed-exploratory-data-analysis-eda-marketing-recomendations.

This project focuses on cleaning, preprocessing, and analyzing data using Pandas and NumPy. Key steps include handling missing values, removing outliers, feature engineering, and exploratory data analysis (EDA). Visualizations with Matplotlib and Seaborn highlight trends in customer spending, campaign performance, and product sales.

big-data data-analysis data-processing data-science eda exploratory-data-analysis numpy pandas python

Last synced: 30 Dec 2025

https://github.com/yash-rewalia/stock-closing-price-prediction-using-regression

The ultimate business objective is to leverage the regression model to provide accurate predictions of the closing price of AMRN stock, enabling stakeholders to make well-informed investment decisions, manage risks effectively, optimize portfolios, Early warning systems to alert any fraud cases and align investment strategies with financial goals.

datapreprocessing eda hypothesis-testing machine-learning numpy pandas python random-forest regression regression-analysis statistics

Last synced: 20 Oct 2025

https://github.com/nisch-mhrzn/laptop-price-predictor

Predict laptop prices with ease! 🚀 Input specs like brand, RAM, and more to get real-time price estimates using machine learning.

datavisualization machine-learning numpy pandas python seaborn streamlit

Last synced: 30 Dec 2025

https://github.com/princeofpuppers/qbot

A Domain-Specific Programming Language for Analyzing Quantum Algorithms

esoteric-language numpy probabilistic-programming quantum-computing quantum-programming-language

Last synced: 27 Mar 2025

https://github.com/marcosalvalaggio/lana

Experimental Linear Algebra library written in Rust

linear-algebra maturin numpy pyo3-rust-bindings python-rust-binding rust

Last synced: 21 Feb 2025

https://github.com/jaffar-hussein/python-pdb-parser-and-analysis

A Python-based parser and analysis tool for Protein Data Bank (PDB) files. The project aims to facilitate the manipulation of PDB files, enabling users to extract and compute various structural properties of proteins, such as counting amino acid residues and calculating distances between atoms.

jupyter-notebook matplotlib numpy pdb pdb-parser python3 seaborn

Last synced: 17 Mar 2025

https://github.com/prasadlokhande-880/imagetransformationtool

This script demonstrates image transformations using OpenCV, including shifting, resizing, rotating with scaling, and skewing for various image processing tasks.

ai datamanipulation ml numpy opencv python

Last synced: 23 Jul 2025

https://github.com/ayoubelmortaji/analysis-and-detection-of-threats-in-cloud-environments-with-machine-learning

Developed a machine learning-driven threat detection model for cloud environments, utilizing Random Forest (RF) and Decision Tree (DT) algorithms. Focused on analyzing network activities and identifying suspicious behaviors through Security Information and Event Management (SIEM) systems. Enhanced cloud security by addressing key challenges in dete

cloud-computing machine-learning matplotlib numpy pandas python scikit-learn seaborn siem

Last synced: 27 Mar 2025

https://github.com/nazli-d/binary-classification-using-cnn

This project utilizes a CNN model to classify cat and dog images through training and testing processes. The model is created using the Keras library on the TensorFlow backend.

binary-classification cat-and-dog-classifier cnn convolutional-neural-networks flatten keras max-pooling numpy opencv python relu-activation sigmoid-function tensorflow

Last synced: 21 Feb 2025

https://github.com/yanboishere/Trade.with-SuperTrend.parameter

OKX API to confirm the process of appearance and disappearance of upper or lower limit lines for the super trend parameters in crypto trading pairs in TraderView, and perform multiple buying and selling transactions based on this parameter index.|对于crypto交易对中 TraderView中的超级趋势参数 出现以及消失上限线或下限线前后过程进行确认 从而根据该参数指标的出现 进行多次合约做多&做空 开仓买卖 (使用OKX api)

bitcoin blockchain bot btc crypto cryptocurrency cryptography numpy okx okx-api okx-sdk okx-v5 python talib trade trade-bot tradebot

Last synced: 22 Oct 2025

https://github.com/jayakrishnagaddam/deep_sheild_

This is a Machine Learning applied Artificial intelligence project. Deepsheild is a cutting-edge deepfake detection system designed to safeguard the integrity of visual content in an era where synthetic media poses unprecedented challenges. Deepsheild stands as a robust fortress against the proliferation of manipulated videos and images.

artificial-intelligence bootstrap css cv2 deep-learning flask html machine-learning mongodb numpy tensorflow torch

Last synced: 11 Jan 2026

https://github.com/aroojzahra908/artifical-intelligence-and-machine-learning-

Explore the basics of linear regression, gradient descent, and AI using Python. Get hands-on with NumPy, pandas, Matplotlib, and scikit-learn for practical learning.

artificial-intelligence gradient-descent linear-regression machine-learning matplotlib numpy pandas scikit-learn-python

Last synced: 31 Mar 2025