Data

Tools

Indexes

Applications

Experiments

Awesome

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/shinjitsue/attendabot

A Python-based face recognition system that automates student attendance. It integrates Firebase for real-time database management, making it efficient and scalable. This project aims to simplify and digitize attendance taking in classrooms.

computer-vision face-recognition firebase-auth numpy opencv pillow python

Last synced: 13 Jun 2025

https://github.com/sun-data/colorsynth

A Python library for creating false-color images from Numpy arrays of spectral intensity

cie1931 color-theory false-color-image image-processing matplotlib numpy spectrogram spectroscopy

Last synced: 13 Sep 2025

https://github.com/sanggusti/genre_classification

Reproducible Project Music Genre Classification

hydra mlflow numpy pandas pytest random-forest scikit-learn wandb

Last synced: 26 Jun 2025

https://github.com/nikoshet/amazon-customer-reviews-data-mining

Project for course 'Data Mining' for M.Sc. 'Data Science and Machine Learning' in NTUA

data-mining data-science keras-tensorflow numpy pandas python

Last synced: 07 May 2025

https://github.com/moindalvs/assignment_random_forest_2

A cloth manufacturing company is interested to know about the segment or attributes causes high sale. Approach - A Random Forest can be built with target variable Sale (we will first convert it in categorical variable) & all other variable will be independent in the analysis.

data-science hyperparameter-tuning numpy pandas python random-forest-classifier sklearn

Last synced: 24 Dec 2025

https://github.com/shervinnd/cifar-10-image-classification-with-cnn

Description: Dive into this exciting project that builds a CNN with TensorFlow/Keras to classify CIFAR-10 images into 10 vibrant classes! 📸 It features data preprocessing, model training, stunning ROC curve visualizations 📊, sample predictions, and custom image classification

auc-analysis batch-normalization cifar-10 cnn-model computer-vision convolutional-neural-networks custom-image-prediction deep-learning image-classification image-preprocessing keras machine-learning matplotlib-visualization numpy opencv python roc-curve scikit-learn softmax-classifier tensorflow

Last synced: 03 Sep 2025

https://github.com/gallillio/data_science-data_visualizer_tool

## About Supervised ML Helper is a Python application that streamlines exploratory data analysis (EDA) and preprocessing for supervised machine learning. Featuring a user-friendly Tkinter interface, it enables users to load CSV files, visualize data, and perform essential transformations, making data preparation accessible for all skill levels.

data-analysis data-science data-visualization matplotlib numpy pandas seaborn sklearn

Last synced: 11 Jul 2025

https://github.com/shaadclt/supplier-analysis-smolagents

This project provides tools for analyzing ice cream supplier data, calculating transportation costs, tariffs, and total procurement expenses. It leverages the power of smolagents to create intelligent agents that can perform complex calculations and answer natural language queries about supplier data.

numpy pandas smolagents

Last synced: 26 Jun 2025

https://github.com/khaymanii/gold-price-detection-model

This model is built using python and Random Forest Regressor algorithm

matplotlib numpy pandas python sckit-learn

Last synced: 21 Jun 2025

https://github.com/borisshapa/inception-v3-numpy

Implementation of the popular network Inception v3 on Numpy. Implementation of the AdaSmooth optimizer. Comparison of optimizers on Cars dataset.

inception-v3 numpy pytorch

Last synced: 04 Apr 2025

https://github.com/gitstar-oc/machine-learning

This are the Machine Learning notes by leading AI website named Deeplearning.AI. This notes will help you to be a machine learner from beginner to advanced level. Welcome Everyone!!

deep-learning deep-neural-networks jupyter-notebook machine-learning machine-learning-algorithms matplotlib numpy pandas python scikit-learn supervised-learning tensorflow unsupervised-learning

Last synced: 10 Apr 2025

https://github.com/ugyenn-tsheringg/predicting-loan-defaults-with-deep-learning

A deep learning model to predict loan default probabilities for the African Credit Scoring Challenge.

adam-optimizer deep-learning early-stopping matplotlib numpy pandas relu scikit-learn seaborn tensorflow

Last synced: 02 Jul 2025

https://github.com/fsquillace/notebooks

Various examples of handy Jupyter notebooks

ipywidgets jupyter-notebook matplotlib numpy

Last synced: 11 Jul 2025

https://github.com/sushantdhumak/dinosaurus_island_character

Coursera - RNN Programming Assignment: In this project, we are in charge of a special task: Leading biology researchers are creating new breeds of dinosaurs and bringing them to life on earth, and our job is to give names to these dinosaurs. If a dinosaur does not like its name, it might go berserk, so choose wisely!

gradient-clipping gradient-descent numpy preprocessing rnn sampling

Last synced: 26 Mar 2025

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

Heart disease describes a range of conditions that affect your heart. Diseases under the heart disease umbrella include blood vessel diseases, such as coronary artery disease, heart rhythm problems (arrhythmia), and heart defects you’re born with (congenital heart defects), among others.

confusion-matrix data-science decision-tree-classifier gaussiannb kneighborsclassifier logistic-regression machine-learning matplotlib-pyplot numpy pandas python random-forest-classifier seaborn svc-svm

Last synced: 11 Mar 2025

https://github.com/m-rishab/research-paper-recommendation

This project aims to build a research paper recommendation system. Given a paper title as input, the system provides the top 5 recommended research papers.

deep-learning flask llm nlp numpy pandas python scikit-learn sentence-transformers tensorflow torch transformers

Last synced: 30 Dec 2025

https://github.com/furk4nbulut/veri-bilimi-ve-makine-ogrenmesi

This repository showcases the process and insights I have gained in the fields of data science and machine learning.

data-science keras machine-learning numpy pandas python tensorflow

Last synced: 27 Feb 2025

https://github.com/adtzlr/named-einsum

NumPy's Einsum, but with named subscripts.

einsum numpy python

Last synced: 02 Mar 2025

https://github.com/quantum-software-development/limits-calculus-i

✍️ Math Calculus I - Limits and Derivatives Exercises - AI Data Science - PUCSP University

calculus derivative django latex-code leonardo-ai limits mathpix maths numpy overleaf python3 rest-api

Last synced: 28 Jul 2025

https://github.com/kiran-kumar-k3/image-color-compression-using-k-means

A Python tool that compresses images using K-Means, shows both the original and compressed images, and lets you save the compressed version while displaying file sizes.

images matplotlib numpy pillow python scikit-learn

Last synced: 19 Jan 2026

https://github.com/beinsezii/skrample

Composable sampling functions for diffusion models

diffusers diffusion-models numpy pytorch

Last synced: 20 Jun 2025

https://github.com/ganeshkbhat/numericalarrays

numericalarrays offers comprehensive mathematical functions, random number generators, linear algebra routines, Fourier transforms, and more like NumPy. The goal is to be as near as NumPy as possible

array array-prototype arrays javascript linear-algebra matrix numerical numericalarrays numjs numpy numpyjs python scientific-computing

Last synced: 05 Jan 2026

https://github.com/dineshpinto/data-aggregator

A high performance solution to analysing millions of incoming data points using JIT, vectorisation and C arrays.

data-science high-performance numpy python

Last synced: 29 Mar 2025

https://github.com/official-biswadeb941/mayabati---your-personal-ai-chef

Mayabati is a personal AI chef designed for enhancing culinary experience. Crafted by Biswadeb Mukherjee, a leading developer of ParseSphere Innovations.

flask flask-api flask-application gensim-word2vec keras-models keras-neural-networks keras-tensorflow nltk numpy pickle pytorch tensorflow

Last synced: 03 Mar 2025

https://github.com/fluiddyn/transonic-demos

Demonstration of using transonic to accelerate Python

cython numba numpy pythran transonic

Last synced: 24 Mar 2025

https://github.com/psychomita/intellicv

IntelliCV is an AI-driven platform for efficient and intelligent resume screening.

jupyter-notebook numpy pandas python scikit-learn seaborn streamlit svc-model tfidf-vectorizer

Last synced: 19 Apr 2025

https://github.com/jxareas/house-hunter

Web scraping apartment information from apartments.com to build an ML Random Forest model that predicts rental prices for Bay Area apartments.

communityexchange data-science datacamp ghdesktop github gitkraken jetbrains learn machine-learning numpy pandas python

Last synced: 27 Dec 2025

https://github.com/teibit/xarray-events

An open-source API for handling events based on xarray.

events numpy pandas python xarray

Last synced: 17 Jun 2025

https://github.com/prashver/house-prices-prediction

Utilizing the House Prices Dataset , this project predicts home prices through a Jupyter notebook-based data science pipeline. It includes exploratory data analysis, cleaning, feature engineering, and modeling. The project explores diverse aspects of residential homes to understand price influences beyond traditional factors.

machine-learning matplotlib numpy pandas regression-models scikit-learn seaborn

Last synced: 31 Dec 2025

https://github.com/omkarpattnaik8080/studentperformanceanalysis

"This data analytics project examines student performance using Python and Pandas. Employing statistical analysis and visualization techniques with Matplotlib, it provides insights into academic trends. Explore this repository for data-driven insights essential for enhancing educational strategies and student outcomes."

data-visualization dataanalytics datascience kaggle numpy pandas

Last synced: 31 Dec 2025

https://github.com/vidhi1290/python-course

Welcome to the Python Mastery Course Repository! Discover Python's depth and power through our meticulously crafted modules. From foundational concepts to advanced techniques, master loops, functions, data analysis with Pandas, and more. Join us in this exciting journey to Python proficiency! 🐍🚀

artificial-intelligence data-science dataanalysis debugging functions machine-learning merging-algorithms mongodb multithreading mysql-database numpy numpy-arrays object-oriented-programming pandas python pythonbasics regex

Last synced: 27 Aug 2025

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

Machine learning and data science journey.

data-science machine-learning numpy pandas python sklearn

Last synced: 12 Jul 2025

https://github.com/djeada/numpy-tutorials

Welcome to the NumPy Tutorials repository, your one-stop collection of learning materials for mastering NumPy, a fundamental library for scientific computing in Python.

linear-equation-solver matrix-manipulations numpy numpy-arrays system-of-equations vectors

Last synced: 13 Apr 2025

https://github.com/0904-mansi/face-recognition-challenge-engage-22

I propose criminal identification system and missing people identification for Police Department to enhance and upgrade the criminal distinguishing into a more effective and efficient approach. Technology working behind is face recognition.

face-detection face-recognition numpy opencv python3 tkinter-gui

Last synced: 04 Mar 2025

https://github.com/masadcv/numpymaxflow

Numpy-based implementation of Max-flow/Min-cut (graphcut) for 2D/3D data

numpy python segmentation

Last synced: 30 Jul 2025

https://github.com/zceemja/si-base

A basic python package that converts numerical strings with units to base units

conversion jax numpy python scientific scipy

Last synced: 05 Sep 2025

https://github.com/completementgaga/npgui

This package implements Graphical User Interfaces from a NumPy user perspective.

graphical-user-interface gui numpy open-source python

Last synced: 02 Mar 2025

https://github.com/yogeshnile/nifty50-index-time-series-analysis

In this repo i did analysis of Nifty50 five year data from 01-04-2015 to 31-03-2020. Data Downloaded from nse official website.

data-analysis matplotlib nifty numpy pandas plotly python3 time-series-analysis

Last synced: 27 Feb 2025

https://github.com/amir13872/hi-quadratic-

This Python script defines a simple quadratic equation calculator that calculates the roots of a quadratic equation based on user input. It also provides a visual representation of the quadratic function using a graph.

complex-numbers mathematical-functions mathematics mathematics-education matplotlib numpy python-calculator quadratic-equation-solver

Last synced: 09 Mar 2025

https://github.com/mgobeaalcoba/exploratory_data_analysis_course

Un repositorio donde iré cargando tutoriales y practicas de trabajos de analisis de datos exploratorios con pandas, numpy, mathplotlib, Plotly, etc

data-science deepnote google-colab jupyter-notebook matplotlib numpy pandas python seaborn

Last synced: 31 Dec 2025

https://github.com/sainipankaj15/pair-trading-strategy-using-random-forest

Developed a model using Random Forest algorithm to get prediction of user defined number of stocks to go long & short in all trading sessions of upcoming year. Achieved 14.04% CAGR with 100% profitability in all seven years of backtested data. The model outperformed the index in 5 years out of the total 7 years of testing.

machine-learning matplotlib numpy pandas random-forest-classifier sklearn-estimator stock-market

Last synced: 31 Dec 2025

https://github.com/imd10/math329-algebraic-method

A Python project for the MATH329 Operations Research course, designed to solve Linear Programming Problems (LPP) using the algebraic method with both CLI and GUI interfaces.

algebraic-method cli gui linear-programming-problem lpp numpy python search-operation

Last synced: 20 Jan 2026

https://github.com/nicolasperez19/mic-master-flex

MicMasterFlex is a web app that allows users to configure the positions of a microphone array on an interactive grid. Designed for audio engineers and researchers, this tool offers an intuitive interface for precise microphone placement, enabling users to simulate and optimize array setups for various acoustic applications.

ai astro audio-processing grid-configuration microphone-array numpy numpy-arrays productivity react research robotics tailwindcss typescript

Last synced: 28 Oct 2025

https://github.com/tugot17/knn-algorithm-from-scratch

The K Nearest Neighbors algorithm, written from scratch using the Python programming language

from-scratch k-nearest-neighbours knn numpy python

Last synced: 15 Mar 2025

https://github.com/ritwika-das-gupta/sports_celebrity_image_classification

In this Python code snippet, we will walk through the process of building a celebrity face recognition system using OpenCV (Open Source Computer Vision Library) and machine learning. The goal of this project is to detect and recognize faces of celebrities in images.

feature-engineering gridsearchcv numpy opencv pandas python svm-classifier tkinter wavelet-transform

Last synced: 31 Dec 2025

https://github.com/celilselcuk/skin-cancer-detector

A CNN model to distinguish whether a skin lesion is malignant or benign: cancerous or not. Trained on 1500 images for both benign and malignant classes attained from the ISIC skin condition dataset with over 84% accuracy and 93 F1 score.

benign-skin-lesions cancer-detection cnn-keras cnn-model flask image-classification malignant-skin-lesions medicalimaging numpy python tensorflow webapp

Last synced: 25 Jan 2026

https://github.com/itzzmeakhi/us-bikeshare-data

This project was done as a part of Data Analytics Nanodegree. In this project bikeshare data ( rented bikes) of three cities(washington, new york & chicago ) were taken. The patterns among the data like frequent route, frequent end and start station etc were displayed to the user based on his input (performed respect to day or month or both). The data given was processed so doesn't contain any null values, And this project is done at my beginner level so no scope of visualizations included in it.

numpy pandas python3

Last synced: 23 Mar 2025

https://github.com/samarth4023/numpy-linear-algebra

My NumPy Journey🚀 I am eager to share my knowledge with the world! This repository contains my implementations of basic operations using NumPy, a popular Python library for numerical computing. As part of my journey in the mathematics for machine learning course, I explored various functionalities of NumPy and documented my learning process here.

anaconda anaconda-environment array arrays conda jupyter-notebook numpy pip python

Last synced: 07 May 2025

https://github.com/sevdanurgenc/machinelearningcrashcourse

This repo consists of the topics I hold about Machine Learning Crash Course

machine-learning machine-learning-algorithms numpy pandas python tenserflow

Last synced: 23 Mar 2025

https://github.com/muhammedbuyukkinaci/tensorflow-text-generator

TensorFlow Text Generation using LSTM's.

lstm numpy tensorflow text-generation

Last synced: 01 Jul 2025

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

Predicting house prices can help determine the selling price of a house in a particular region and can help people find the right time to buy a home.

confusion-matrix decision-tree-classifier gaussiannb kneighborsclassifier logistic-regression machine-learning matplotlib-pyplot numpy pandas random-forest-classifier seaborn svc-svm

Last synced: 12 Dec 2025

https://github.com/tritonix711/fractureai

This tool helps people upload X-rays to find broken bones. It uses a machine to mark where the breaks are and gives users marked pictures to download. A smart computer also helps people understand their broken bones and gives them advice.

css cv2 flask gorq html javascript matplotlib npm numpy pandas pydantic python react scikit-learn torch torchvision ultralytics

Last synced: 07 May 2025

https://github.com/nemeslaszlo/pagerank_and_hits

PageRank and Hyperlink-Induced Topic Search (HITS) link analysis algorithms.

hits-algorithm jupyter-notebook numpy pagerank-algorithm

Last synced: 24 Mar 2025

https://github.com/amarlearning/simple-neural-network

Simple Neural Network written in Python and Numpy (w/o any scify libraries)

beginner-friendly machine-learning neural-network numpy python3 tutorial

Last synced: 04 Mar 2025

https://github.com/prathameshdhande22/space-invader-game

This repository contains a implementation of the classic arcade game Space Invaders in Python using the Pygame library

bullets classic-game numpy pygame pygame-games python3 pythonprojects retro-game space-invaders spaceinvader spaceinvaders-pygame spaceshooter

Last synced: 04 Mar 2025

https://github.com/messier16/m16_mlutils

Some stuff that is probably better implemented somewhere else but I'm still a newbie to find out where...

machine-learning numpy pandas python

Last synced: 20 Mar 2025

https://github.com/nacheteam/the-whale-optimization-algorithm

Análisis y estudio de mejora sobre el algoritmo "The Whale Optimization Algorithm"

cec metaheuristics minimization numpy optimization whale woa

Last synced: 04 Mar 2025

https://github.com/sun-data/regridding

Numba-accelerated interpolation of NumPy n-dimensional arrays.

image-processing interpolation numba numpy python regridding resampling scientific-computing

Last synced: 06 Mar 2025

https://github.com/sudhish-rithvik/license-plate-recognition-system

Automatic number-plate recognition is a technology that uses optical character recognition on images to read vehicle registration plates

cv2 cv2-library harcascade harcascades image image-processing mechine-learning mechinelearning numpy open-source opencv python

Last synced: 12 Apr 2025

https://github.com/maxencebonamy/minecraft-survival

Minecraft Survival is my very first video game, which I made from scratch. It's clearly not a perfect game, but it means a lot to me.

card-game game minecraft numpy pygame python

Last synced: 27 Dec 2025

https://github.com/yuriidorosh/information-theory-and-coding

Using an analytical description for data, the theory of information objectifies the number of bits required to represent the data which is the source's information entropy. Coding theory is the study related to the nature of codes and their individual capability for particular applications.

coding information information-and-coding-theory matlab matlab-script matplotlib matplotlib-python numpy python python-3 python3

Last synced: 21 Mar 2025

https://github.com/shockz-offsec/cifrado-de-hill

Criptosistema de sustitución poligráfica que utiliza el producto de matrices para realizar las operaciones, este que se basa en emplear una matriz como clave para cifrar un texto en claro y su inversa para descifrar el criptograma correspondiente.

cifrado-de-hill cipher cryptosystem decipher hill-cipher matrix numpy

Last synced: 12 Sep 2025

https://github.com/WPI-SurfMet-Lab/Multiscale-Statistical-Analysis

Multiscale regression/discrimination analysis software, which uses multiscale area data exported from MountainsMap®.

matplotlib multiscale-analysis numpy python scipy win wpi wxpython

Last synced: 08 Mar 2025

https://github.com/omkarpattnaik8080/featureengineering

"Elevating my machine learning projects with this feature engineering repository. Transforming raw data into powerful features, boosting model accuracy. by exploring curated scripts, tools, and resources for an optimized data preprocessing workflow. Unleashing the potential of data and enhancing predictive modeling effortlessly."

feature-engineering matplotlib numpy pandas seaborn

Last synced: 26 Aug 2025

https://github.com/rajanmandanka07/face-recognition

This Face Recognition System allows adding new faces, training a classifier, and real-time face recognition using a webcam. Built with Python and OpenCV.

classifier-training face-recognition haar-cascade-classifier image-processing lbph-face-recognizer numpy opencv-python pillow

Last synced: 14 Sep 2025

https://github.com/shreyansh055/time-series-forecasting_055

The Time Series Forecasting Project predicts future trends using historical data with Python, Pandas, and models like ARIMA, LSTM, and Prophet, focusing on scalable, accurate forecasting for business and finance.

lstm matplotlib numpy pandas python scikit-learn seaborn

Last synced: 12 Apr 2025

https://github.com/lyqht/sg-bill-org-scraper

Web scraper to get Singapore Billing Organisations

jupyter-notebook numpy pandas python3 rpa scraping tagui

Last synced: 23 Feb 2025

https://github.com/soheshdoshi/forcastmodel

This Model is Base On Halt & Winter Algorithm.This Model is Forecast About Seasonal Data.

forcasting machine-learning numpy python

Last synced: 24 Feb 2025

https://github.com/shreyansh055/dynamic_pricing_strategy_055

Dynamic Pricing Strategy Project: This project utilizes machine learning algorithms in Python to optimize ride-sharing prices through real-time demand and supply analysis. By leveraging historical Uber data, it dynamically adjusts prices to maximize revenue and improve customer satisfaction.

machine-learning numpy pandas python scikit-learn

Last synced: 01 Sep 2025

https://github.com/mirwais-farahi/pydataforgehub

PyDataForgeHub is a comprehensive data processing solution designed to streamline data quality checks, analysis, and visualization.

cookiecutter matplotlib numpy pandas pytest python3

Last synced: 30 Jun 2025

https://github.com/praveendecode/airbnb_analysis

Airbnb Data Analysis and Visualization project is a comprehensive data exploration and presentation effort. It involves data collection, preprocessing, ETL work, and the creation of an interactive Streamlit user interface. The project aims to provide insights and make Airbnb data more accessible and understandable.

explotary-data-analysis numpy pandas plotly python streamlit streamlit-dashboard tableau tableau-public

Last synced: 06 May 2025

https://github.com/tritonix711/ai-content-verifier

AI Content Verifier is a tool that finds out if text is written by AI or humans. It uses machine learning and natural language processing to give clear results and confidence scores. With an easy-to-use interface, it helps everyone from researchers to content creators check if the content is real or not.

git machine-learning nlp nltk numpy pandas python scikit-learn spacy tkinter

Last synced: 07 Jan 2026

https://github.com/xpcosmos/classificao-multilabel

Nesse projeto utilizei as bibliotecas e ferramentas mais populares para resolução de um problema de identificação de tags em discursões do StackOverFlow. Através de técnicas de NLP, os dados textuais foram transformados e realizada a aplicação dos algoritmos de classificação de múltiplas labels.

labels matplotlib multilabel-classification numpy pandas python seaborn sklearn

Last synced: 04 Mar 2025

https://github.com/honey-grapes/shiba-inu-generative-art

🐶 Random Shiba Inu Collage Generator is a Python script that generates randomly colored pixel dog collages based on user preferences.

generative-art image-processing numpy pillow python

Last synced: 02 Jul 2025

NumPy Awesome Lists
awesome-jax 218 awesome-data-analysis 859 awesome-ebooks 106 awesome-mojo-max-mlir 181 awesome-jax 132 awesome-numpy 32 practice-data-science-programming-projects 90
NumPy Categories
Blogs 313 Libraries 226 ⚡ Productivity 100 🐍 Python 89 Exercises 87 Models and Projects 71 🧠 AI Applications & Platforms 68 📚 Skill Development & Career 66 Tutorials and Blog Posts 53 🤖 Machine Learning & AI 49 📦 Additional Python Libraries 48 ☁️ Cloud Platforms & Infrastructure 44 📋 Cheatsheets 44 🗃️ SQL & Databases 42 📝 More Awesome Lists 40 📊 Data Visualization 38 🎲 Statistics & Probability 34 📈 Dashboards & BI 33 Videos 32 More Projects 31