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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/hariprasath-v/advanced_cricket_tournament_simulation

Simulate cricket matches between two teams with this command-line program.

cricket cricketgame cricketsimulation ipython matplotlib numpy pandas python random seaborn

Last synced: 04 Apr 2026

https://github.com/ljadhav25/knn-algorithm-data-science-

This repository contains a project demonstrating the implementation and application of the K-Nearest Neighbors (K-NN) algorithm in Data Science. The objective is to provide a comprehensive understanding of the K-NN algorithm, including data preprocessing, model training, evaluation, and visualization of results. This project is ideal for beginners

data-analysis data-science knn-classification machine-learning matplotlib-pyplot numpy pandas-library seaborn

Last synced: 16 Apr 2026

https://github.com/filipporanza/rc4

A simple RC4 implementation in Python3. Useful for testing and studing RC4 properties

matplotlib numpy python3 rc4 university-project

Last synced: 15 May 2026

https://github.com/RedInfinityPro/Python-Finance

Rating: (8/10) The code performs a linear regression analysis on stock data using the yfinance library, importing necessary libraries, selecting stock symbols, downloading data, fitting a model, making predictions, and visualizing results.

datetime matplotlib numpy pandas random sklearn yfinance

Last synced: 13 Mar 2025

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/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/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/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/nikkiaung/ml-in-prod

Exploring around with ML/AI tool, implementing mini side projects like classifying fruit type and extracting text in index. 🧑🏻‍🔧

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

Last synced: 16 Jun 2025

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/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/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/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/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/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/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/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/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/hotequil/fish_classification

Identify the fish specie with Machine Learning.

classification fish keras numpy python tensorflow

Last synced: 27 Mar 2025

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/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/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/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/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/mukhtarmid/data-science

This repository is for the knowledge of data science.

datascience eda numpy pandas

Last synced: 10 May 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/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/alejandrolara11/desafio_latam_introduccion_analisis_de_datos

Repositorio del curso "Introducción al Análisis de Datos" de Desafío Latam. Ejercicios prácticos realizados durante el curso, enfocados en análisis de datos con Python, Pandas, y visualización básica.

data-analysis data-science data-visualization matplotlib numpy pandas python seaborn statsmodels

Last synced: 29 Apr 2026

https://github.com/ramyacp14/salesforecasting

Forecasts future sales for a retail company using time series analysis with Facebook Prophet. The project involves data preprocessing, exploratory data analysis (EDA), and forecasting with holiday effects considered.

data-preprocessing data-visualization exploratory-data-analysis fbprophet machine-learning matplotlib model-evaluation numpy pandas python seaborn time-series-forecasting

Last synced: 06 Apr 2026

https://github.com/rahul-404/full_stack_data_science_masters

Welcome to the repository for the course "Full Stack Data Science Masters". This repository is designed to accompany the course and provide resources, exercises, and projects related to the study of data science techniques.

computer-vision data-science database deep-learning exploratory-data-analysis flask machine-learning natural-language-processing numpy pandas python statistics time-series visualization

Last synced: 10 Apr 2026

https://github.com/shreedata/data-analysis-using-python-libraries-

The COVID-19 pandemic has significantly impacted India, necessitating a detailed analysis of the virus’s spread within the country. In this project, we explore an India-specific COVID-19 dataset, leveraging Python libraries such as Pandas, NumPy, Matplotlib, and Seaborn.

covid-19 data data-cleaning data-visualization datana kaggle-dataset matplotlib numpy pandas-python python3 pythonlibrarires scikit seaborn

Last synced: 28 Mar 2025

https://github.com/sutterseba/des-python

A simple DES implementation in Python

cryptography numpy python

Last synced: 15 Jun 2026

https://github.com/crispengari/effects-of-covid19-on-trade

This repository visulises the effects of covid19 on trade within these years:

100daysofcode datascience datascience-machinelearning matplotlib matplotlib-pyplot numpy pandas python python3

Last synced: 02 May 2026

https://github.com/alphacrypto246/grape-quality-prediction

The Grape Quality Prediction project uses machine learning to predict the quality of grapes based on chemical properties like acidity, sugar content, and alcohol levels. It applies regression models to forecast the quality score, helping in wine production and quality assessment.

machine-learning numpy pandas scikit-learn scikitlearn-machine-learning

Last synced: 19 Apr 2026

https://github.com/stephnna/my_image_classifier

A deep learning-based image classifier built with PyTorch, designed to identify various flower species using architectures like VGG16, ResNet101, and AlexNet. This project leverages transfer learning for improved performance, checkpointing for seamless training, and supports both CPU and GPU devices. Perfect for exploring deep learning models and i

matplotlib numpy python pytorch

Last synced: 11 May 2026

https://github.com/cr00z/dlschool_adv

Репозиторий для сдачи домашних заданий на первом семестре продвинутого потока курса "Deep Learning" Школы глубокого обучения ФПМИ МФТИ

matplotlib numpy pandas python pytorch sklearn

Last synced: 02 Apr 2026

https://github.com/klaudiozdrava/image-analysis

A Python project that was developed as a university assignment and the goal is to colorize an grayscale image using machine learning techniques.

colorization image-processing kmeans-clustering numpy svm

Last synced: 16 May 2026

https://github.com/stkisengese/numpy-data-fundamentals

A comprehensive collection of NumPy exercises covering array manipulation, slicing, broadcasting, random data generation, and real-world data analysis applications.

data data-analysis numpy pre-processing

Last synced: 16 May 2026

https://github.com/wisskirchenj/matrix-processor

Python app to process matrices using numpy

matrix-calculations numpy python3

Last synced: 16 May 2026

https://github.com/night-fury-me/deep-learning-fau

A repository that contains implementation of DNN, CNN and RNN from Scracth using numpy only. ResNet implementation using PyTorch

cnn deep-learning dnn machine-learning numpy pytorch rnn

Last synced: 10 Jul 2025

https://github.com/kkKaan/tensor-library-403-hw1

A numpy like library for tensor (gergen) operations.

deep-learning numpy python tensor

Last synced: 09 Sep 2025

https://github.com/rkschroeder/portfolio

This repository contains a data science project.

matplotlib numpy pandas sckit-learn seaborn

Last synced: 17 Feb 2026

https://github.com/natiellitorres/python-data-science-alura

Repositório contendo meus estudos e projetos realizados durante o curso de Python para Data Science da Alura. Inclui notebooks, datasets e análises aplicadas com bibliotecas como Pandas, NumPy, Matplotlib, entre outras.

data-science jupyter-notebook matplotlib numpy pandas python

Last synced: 13 Apr 2026

https://github.com/hac8hi/ppgmonitoring

A PyQt generated app who display PPG signal, heart rate and breath rate

numpy pca ppg ppg-signal principal-component-analysis pyqt5 pyqtgraph scipy signal-analysis signal-processing

Last synced: 06 May 2026

https://github.com/hansalemaos/numpy_choices

Some useful np.random functions

choices numpy python random

Last synced: 04 Apr 2025

https://github.com/lemonsoda9013/easy-watermark-tool

A batch image watermarking tool based on Python and Tkinter.

batch-processing gui image-processing numpy pillow python tkinter watermark

Last synced: 15 May 2026

https://github.com/abdelrahman-lila/seam-carving

Seam Carving for Content Aware Image Resizing Project - Computer Vision Lab

numba-jit numpy python

Last synced: 10 Jul 2025

https://github.com/ohyeasabhi/signature-recognizer

Este projeto desenvolve um sistema para verificar a similaridade de assinaturas usando redes neurais. Ele utiliza o Triplet Loss para criar embeddings, focando na avaliação biométrica com o dataset CEDAR. 🖊️🌐

backpropogation-neural-network computer-vision django image-recognition jupyter-notebook keras machine-learning-projects neural-network numpy one-shot-learning python-project siamese-neural-network signature signature-recogniton tensorflow type voice-recognition windows

Last synced: 08 Apr 2026

https://github.com/danielpancake/mlml

my little machine learning library written in NumPy

machine-learning numpy

Last synced: 05 Apr 2025

https://github.com/bishopce16/surfs_up

An analysis of weather data to determine opening of an ice cream and surf shop using SQLite, SQLAlchemy, and Python.

matplotlib numpy pandas python sqlalchemy sqlite weather

Last synced: 02 Apr 2026

https://github.com/winstxnhdw/pyalign

An over-engineered website for aligning multiline strings to a common character with PyScript.

numpy pyscript uv

Last synced: 13 Jun 2025

https://github.com/themihirmathur/machine-failure-predictor

The 'Machine Failure Predictor' is a web application designed to enable predictive maintenance for industrial equipment. Leveraging machine learning techniques, this application predicts whether equipment will fail and identifies the type of failure based on key process parameters.

cicd digitalocean docker fastapi flask github github-actions machine-learning matplotlib mlops numpy plotly python randomforest scikit-learn seaborn streamlit

Last synced: 10 Apr 2026

https://github.com/tberchanov/clustering-k-means

Sample program where is implemented clustering by K-means algorithm, and its visualisation.

clustering-algorithm kmeans-clustering matplotlib numpy python

Last synced: 16 May 2026

https://github.com/vipinchaudhary31122002/bytephone

A data science project that explores, visualizes, and models smartphone features from a futuristic 2025 dataset to predict mobile prices using machine learning.

machine-learning matplotlib numpy pandas python3 scikit-learn seaborn streamlit

Last synced: 13 Apr 2026

https://github.com/vipinchaudhary31122002/cardiopredict

CardioPredict is a smart, ML-powered application that helps analyze your risk of heart disease using interactive forms, clinical features, and trained classification models.

machine-learning matplotlib numpy pandas python3 random-forest seaborn streamlit

Last synced: 12 Apr 2025

https://github.com/jaffarkeikei/hackbio

This repository contains a comprehensive toolkit for analyzing single-cell perturbation data from the NeurIPS 2023 Competition. The project focuses on understanding how different drugs (small molecules) affect various cell types at the gene expression level.

csv-files jupyter-notebook matplotlib numpy python tensors

Last synced: 11 May 2026

https://github.com/jancervenka/genalg

Solver for traveling salesman problem

genetic-algorithm numpy python

Last synced: 12 Apr 2025

https://github.com/shreeparab1890/laptop-price-predictor

This notebook is trying to build a model which will predict the price of the laptop based on the given specifications.

machine-learning-algorithms matplotlib numpy pandas price-prediction python scikit-learn sklearn

Last synced: 06 Apr 2026

https://github.com/mkdirer/depression-data-analysis

This project analyzes a Kaggle depression dataset using data preprocessing, clustering, classification, and outlier detection techniques. Python libraries like pandas, numpy, matplotlib, seaborn, and scikit-learn are used to extract insights.

classification clustering matplotlib numpy pandas scikit-learn seaborn vizualization

Last synced: 12 Apr 2025

https://github.com/alejoduarte23/si_bayesianmixturemodel

Implementation of a two-stage fast Bayesian system identification for separated Modes. This repository expands the usage of this technique by adding a mixture model fit to obtain modal parameters from the posterior distribution.

matplotlib numpy scikit-learn scipy

Last synced: 20 Feb 2026

https://github.com/mohammedsaqibms/planar_data_classification_with_onehidden_layer

This repository implements a simple neural network for binary classification of 2D planar data using Python and NumPy. It compares logistic regression with neural networks and includes code for forward/backward propagation, gradient descent, and decision boundary visualization.

backpropagation binary-classification gradient-descent logistic-regression machine-learning neural-networks numpy python3

Last synced: 10 Jul 2025

https://github.com/moritzsalla/cci-advanced-visualization

Classwork for Mick Grierson's module at the Creative Computing Institute

matplotlib numpy openframeworks python tensorflow

Last synced: 06 May 2026

https://github.com/pradyumnakr/facial-recognition-using-opencv

Uses haarcascades to recognize facial features, patterns and performs feature extraction followed by labelling the data to recognize the faces on a live webcam.

numpy opencv python3

Last synced: 09 May 2026

https://github.com/anufrievsy/man_women

Данный скрипт был создан с целью поиска субъективно интересных серий ТВ-шоу "Мужское Женское"

bs4 clear-output fuzzywuzzy ipython ipython-display jupyter jupyter-notebook jupyter-notebooks matplotlib matplotlib-pyplot numpy pandas pandas-dataframe python requests time youtube youtube-search

Last synced: 05 Feb 2026

https://github.com/evernext10/coursera_capstone

This repository is created for sending the IBM Data Science Lab and will be used primarily for the Capstone project.

coursera-data-science ibm numpy pandas

Last synced: 10 May 2026

https://github.com/mah-22/room-occupancy-prediction-using-environmental-sensor-data

This project uses environmental sensor data to predict room occupancy, providing valuable insights for efficient energy management and space utilization in buildings. By analyzing factors like temperature, humidity, and light levels, the model aims to accurately forecast when rooms will be occupied, optimizing resources and enhancing overall buildi

classification data-science data-visualization exploratory-data-analysis machine-learning numpy pandas python seaborn time-series

Last synced: 07 May 2026

https://github.com/mohammedrashithkp/drlforsnakegame

This project utilises a Deep Reinforcement Learning specifically Q learning implemented using PyTorch which learns the game by interacting with the pygame environment .I have followed a tutorial on Freecodecamp YouTube Channel and made the initial model.

deep-reinforcement-learning matplotlib-pyplot numpy pygame python

Last synced: 16 May 2026

https://github.com/subhashpolisetti/crispdm-semma-kdd-workflows

This repository demonstrates three data mining methodologies applied to various real-world datasets: CRISP-DM (Weather Analysis), KDD (Social Media Ads Analysis), and SEMMA (Spotify Recommendation System). Each project includes data exploration, preprocessing, modeling, and evaluation steps, along with comprehensive documentation, supporting files,

clustering-algorithm crisp-dm kdd latex-template machine-learning numpy pandas random-forest research-paper semma

Last synced: 07 May 2026

https://github.com/sadegh-khedry/pneumonia-detection-using-cnn

Classifying chest X-ray images into two categories: Pneumonia or Normal using a Convolutional Neural Network (CNN).

cnn convolutional-neural-networks cv2 deep-learning harris-corners joblib jupyter-notebook keras kmeans-clustering matplotlib numpy orb pandas python seaborn shutil sifit tensorflow

Last synced: 11 Apr 2026

https://github.com/aqueeqazam/a-deep-dive-introduction-to-tensorflow

TensorFlow is a deep learning system that provides an interface for expressing deep learning algorithms and implementing them. It uses dataflow graphs to represent computation, shared state, and the operations that mutate that state.

deep-learning neural-network numpy tensor tensorflow

Last synced: 03 Aug 2025

https://github.com/aysh2603/credit-card-fraud-detection

The Credit Card Fraud Detection project aims to identify fraudulent transactions from a dataset of credit card transactions. The project addresses the challenge of class imbalance and employs advanced machine learning techniques to build an effective fraud detection model.

ensemble-learning hyperparameter-tuning numpy pandas python3 scikit-learn streamlit

Last synced: 04 Feb 2026

https://github.com/faraazarsath/handson-numpy

This respository is on various Numpy Tasks provided as academic assignment

numpy

Last synced: 16 May 2026

https://github.com/itzzmeakhi/ab-testing

This project was done as a part of Udacity's Data Analyst Nanodegree program in which AB-Testing is performed for the users under treatment and control groups to predict whether changes should be done for an website or it is ideal to keep the existing one, based on the performance of old and new pages. Hypothesis testing, z-test, and Logistic Regression is performed to predict results.

bootstrapping hypothesis-testing jupyter-notebook matplotlib numpy pandas python statistics z-test

Last synced: 04 May 2026

https://github.com/lorenzorottigni/ml-interview

Machine Learning python bootcamp: K Nearest Neighbors job interview simulation dataset

ipynb k-nearest-neighbours machine-learning numpy pandas python scikit-learn seaborn

Last synced: 07 Apr 2026

https://github.com/michaeldehaney94/opencv

Python OpenCV computer vision projects

matplotlib numpy opencv-python python

Last synced: 20 Jun 2025

https://github.com/1adore1/face-analysis

An application for face recognition and prediction of gender, age range and emotional state.

numpy opencv pandas python pytorch

Last synced: 07 Apr 2026

https://github.com/aritrakar/ml-from-scratch

🤖Common ML implementations from scratch.

machine-learning numpy pandas python pytorch

Last synced: 07 Apr 2026

NumPy Awesome Lists
awesome-jax 218 awesome-data-analysis 936 awesome-ebooks 106 awesome-jax 149 awesome-mojo-max-mlir 181 awesome-numpy 32 practice-data-science-programming-projects 90
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Blogs 404 Libraries 239 ⚡ Productivity 101 🧠 AI Applications & Platforms 96 🐍 Python 91 Exercises 87 Models and Projects 74 📚 Skill Development & Career 67 🗃️ SQL & Databases 53 Tutorials and Blog Posts 53 🤖 Machine Learning & AI 52 📦 Additional Python Libraries 52 📝 More Awesome Lists 50 ☁️ Cloud Platforms & Infrastructure 46 📋 Cheatsheets 44 📊 Data Visualization 38 📈 Dashboards & BI 37 🎲 Statistics & Probability 34 Videos 34 🚀 MLOps 31