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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/mdaltamashalam/uber-fare-prediction-models

Predicts the fare amount of Uber rides based on various factors such as pickup/drop-off coordinates, passenger count, and trip distance.

catboost data-analysis data-cleaning data-visualization lgbm-regressor machine-learning matplotlib numpy pandas python random-forest regression-models skit-learn xgboost-algorithm

Last synced: 20 Jun 2025

https://github.com/shibam120302/all_about_python

Here I upload python from basic to advance ,oops in python, dsa using python system design, numpy, pandas, data science, ML also. Follow @shibam120302 and star this repo.

numpy numpy-arrays oops-in-python pandas python python-dsa python-library python3 system-design tabula

Last synced: 21 Jun 2025

https://github.com/sumaiyyaf/spotify-data-analysis

This project explores Spotify music data, using Python to clean, analyze, and visualize the dataset. It examines the relationship between audio features and sentiment in song lyrics, uncovering patterns and trends to provide valuable insights into music preferences.

eda numpy pandas python

Last synced: 29 Oct 2025

https://github.com/pedronjorge/average-face-python

Generate an average face from a given set of images by detecting facial landmarks, aligning features, and blending the images using Delaunay Triangulation. Libraries used: Dlib, OpenCV, NumPy

dlib image-generation jupyter-notebook numpy opencv python3

Last synced: 21 Jun 2025

https://github.com/trivediayush/python-bootcamp

This repository contains code, notes, and examples from my journey learning Python and its essential libraries.

flask matplotlib numpy pandas python python3 pythonbootcamp

Last synced: 01 Jul 2025

https://github.com/ayushhhh123/diwali_sales_analysis

This project provides a comprehensive analysis of Diwali sales data using Python. The primary goal is to derive business insights from customer purchasing behavior during the Diwali festival season. This analysis can help improve marketing strategies, customer targeting, and overall sales performance.

matplotlib numpy pandas python seaborn

Last synced: 21 Jun 2025

https://github.com/dineshdhamodharan24/amazon-reviews-sentiment-analysis

This is a sentiment analysis project that classifies Amazon product reviews as positive or negative using machine learning techniques.

matplotlib numpy pandas python scikit-learn

Last synced: 30 Dec 2025

https://github.com/emisael21/python

# python This repository contains useful Python snippets and functions, from scrapers to database connections. Explore various scripts for web scraping and API interactions, all organized for easy reference. 🐍✨

algorithm algorithms-implemented client-python community-driven control education excel exercism-track hacktoberfest interview matplotlib numpy pandas practice python-course python-spider searches sorting-algorithms

Last synced: 31 Aug 2025

https://github.com/ulysseyann/breast-cancer-ml-prediction

This repository contains machine learning models for predicting breast cancer survival outcomes using clinical data. Explore classification and regression techniques to gain insights into patient prognosis. 🩺📊

accuracy breast-cancer breast-cancer-classification breast-cancer-prediction breast-cancer-wisconsin classification classification-model datascience ensemble jupyter-notebook knn-algorithm logistic-regression machine-learning machinelearningprojects numpy pandas scikit-learn svm

Last synced: 21 Jun 2025

https://github.com/atharvkadammm/calmlytic

An end-to-end machine learning project that predicts anxiety severity using classification models (Naive Bayes, Decision Tree, SVM, Logistic Regression, XGBoost), based on lifestyle, health, and behavioral features.

anxiety-prediction classification csv data-analysis data-preprocessing-and-cleaning data-science data-visualization ensemble-learning logistic-regression machine-learning-algorithms matplotlib mental-health numpy pandas python sci-kit-learn seaborn supervised-learning svm xgboost

Last synced: 21 Jun 2025

https://github.com/nandinimarepalli/ai_ml_internship_projects

Projects completed during my AI/ML and Data Expert internship, including EDA, machine learning models, and dashboard development using Python, pandas, scikit-learn, and visualization libraries.

matplotlib numpy pandas python scikit-learn seaborn

Last synced: 21 Jun 2025

https://github.com/fjohnson87/planning-and-feasability

Data-driven feasibility analysis using pandas, seaborn, and FAO food supply data

matplotlib numpy pandas

Last synced: 21 Jun 2025

https://github.com/hawkharsh1/house-price-pridiction-model-using-ann

A deep learning-based regression model built using Artificial Neural Networks (ANN) in PyTorch to predict house prices from structured data. This project demonstrates the application of machine learning and deep learning techniques for solving real-world problems in the housing domain.

artificial-neural-networks deep-neural-networks machine-learning numpy pandas python3 pytorch scikit-learn

Last synced: 21 Jun 2025

https://github.com/shankhadweep/diabetes-prediction-systemv3

This project demonstrates a machine learning solution for predicting diabetes based on user-provided health data. The application uses Streamlit for an interactive web interface and advanced interpretability tools like SHAP and permutation importance to explain model predictions.

jupyter-notebook machine-learning matplotlib numpy pandas plotly randomforestclassifier sckit-learn seaborn streamlit-webapp

Last synced: 11 Sep 2025

https://github.com/djdurga/predictive_analysis_in_diabetes

This project applies Logistic Regression to predict diabetes in patients using the Pima Indians Diabetes Dataset. It covers the full data science lifecycle — from data imputation and exploration to model training, evaluation, and insights.

matplotlib numpy pandas

Last synced: 21 Jun 2025

https://github.com/gauravpatil04/ml

This repo is on "Basics skills required for Machine Learning"

matplotlib numpy pandas python seaborn

Last synced: 11 Jul 2025

https://github.com/edegan-furb/conwaygameoflife

This project is a simulation of Conway's Game of Life using Python with the Pygame library.

conways-game-of-life numpy pygame python

Last synced: 21 Jun 2025

https://github.com/ovsidee/psm

Fundamentals of Mathematical Simulations using Python

numpy python

Last synced: 21 Jun 2025

https://github.com/himanshigautam-rgb/python_libraries

This repository contains operations in Matplotlib for data visualization, NumPy for numerical computations, and Pandas for data manipulation and analysis. These libraries work together to efficiently process, analyze, and visualize data.

matplotlib numpy pandas python3

Last synced: 21 Jun 2025

https://github.com/jeslipriya/expense-tracker

This is a smart expense tracking web app built with Flask that helps users manage and visualize their spending. It features Pandas and Numpy analysis to suggest ways to cut down on unnecessary expenses, with clean UI, graph visualizations, and secure login.

css flask-application full-stack html matplotlib numpy pandas

Last synced: 22 Jun 2025

https://github.com/theroyakash/shallow_neural_network

Design of an one hidden layer neural network using numpy only,

neural-networks numpy shallow-neural-network

Last synced: 22 Jun 2025

https://github.com/raghulrajn/machine-learning-d-r-y

This repository contains quick python scripts that are repeatedly used in EDA on dataset

data-science numpy pandas python

Last synced: 11 Jul 2025

https://github.com/bjpcjp/optimize-mktg-spend-with-lagrange

simple demo of marketing (2 channel) spend optimization

lagrange matplotlib matplotlib-pyplot numpy python scipy

Last synced: 22 Jun 2025

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

The Air Pollution Prediction project forecasts pollution levels using the Air Quality UCI dataset, including variables like CO, NOx, temperature, and humidity. It analyzes temporal and environmental factors to predict air quality trends.

machine-learning numpy pandas scikitlearn-machine-learning sckiit-learn

Last synced: 22 Jun 2025

https://github.com/hariprasath-v/machinehack-analytics-olympiad-2022

Create a machine learning model to help an insurance company understand which claims are worth rejecting and the claims which should be accepted for reimbursement.

catboost-classifier exploratory-data-analysis logloss machinehack numpy optuna pandas python scikit-learn shap

Last synced: 22 Jun 2025

https://github.com/ljadhav25/decision-tree-random-forest-algorithm-data-science-

This repository contains an implementation of decision tree and random forest algorithms from scratch in Python. Decision trees and random forests are popular machine learning algorithms used for classification and regression tasks. The goal of this project is to provide a clear and understandable implementation of these algorithms

data-analysis data-science decision-trees machine-learning-algorithms matplotlib numpy pandas python random-forest-classifier

Last synced: 22 Jun 2025

https://github.com/chea-young/financial-statistics-practice-using-python

파이썬을 활용한 금융통계실습 정리 repository (matplotlib, numpy, pandas, seaborn) 😀

matplotlib numpy pandas seaborn yfinance

Last synced: 22 Jun 2025

https://github.com/athiyaman-m/brain-tumor-classification-using-deep-learning

• This deep learning model is developed to classify and identify different types of brain tumors, as well as determine their existence, using Convolutional Neural Networks. This is achieved through the training and testing of 3264 MRI images.

keras numpy opencv pandas sklearn tensorflow

Last synced: 30 Dec 2025

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

Este projeto realiza o web scraping de Variação de preços de produtos do supermercado

env numpy pandas scrapy sqlite3 streamlit

Last synced: 23 Jun 2025

https://github.com/kotii26/randomgen

Generate random data quickly with RandomGen for PowerToys Run. Enhance your productivity with this easy-to-use tool. 🚀🌟

aes demo generator java mersenne-twister numpy philox random random-generation random-generator randomgenerator stream threefry unity unity-asset unity2d unity3d-games worldmap

Last synced: 23 Jun 2025

https://github.com/mrandolph95/grad-projects

Projects completed during my ASU grad program for Social Data Science.

beautifulsoup nltk numpy pandas regression-analysis sckiit-learn seaborn selenium

Last synced: 23 Jun 2025

https://github.com/offthetab/gans

Just testing out different GAN models

gans matplotlib numpy seaborn torch torchvision

Last synced: 12 Jul 2025

https://github.com/rtmigo/markov_walk_py

🔢 Python module that calculates probabilities for a random walk in 1-dimensional discrete state space

absorbing-markov-chains absorbing-states markov-chain mathematics numpy probability probability-theory random-walk stochastic-matrix stochastic-models

Last synced: 13 Jul 2025

https://github.com/venky-1710/superhero-recruitment

Superhero Recruitment System predicts hero selection using machine learning. Users input hero attributes through a web interface. A Random Forest model analyzes abilities, strengths, weaknesses, success rates, and missions completed. The Flask app displays results, showing if a hero is selected.

css flask html numpy pandas python scikit-learn

Last synced: 13 Jul 2025

https://github.com/anthippi/naive-bayes-imdb-classification

A custom Naive Bayes classifier for sentiment analysis of movie reviews from the IMDb dataset, utilizing feature selection based on Information Gain and comparing its performance with scikit-learn's BernoulliNB.

classification imdb matplotlib naive-bayes-classifier numpy pandas scikit-learn sklearn

Last synced: 13 Jul 2025

https://github.com/nagipragalathan/zk-connect

In the conventional hiring process, candidate applications are met with limited assessment, leaving the crucial task of evaluating suitability to recruiters. ZKConnect disrupts this norm by introducing a transformative approach.

css django html nextjs numpy opencv pandas python

Last synced: 30 Dec 2025

https://github.com/mugambi645/exploring-ebay-car-sales-data

Exploring ebay car sales dataset

car-sales data-analysis numpy pandas

Last synced: 14 Jul 2025

https://github.com/bhuvilol/objdetector_webcam_and_video

Object Detection from Webcam input or video input

cvzone numpy opencv python3 yolov8

Last synced: 15 Jul 2025

https://github.com/nabilshadman/multiprocessing-time-series-data-simulation

A simulation using multiprocessing to generate 10,000 time dependent samples from an initial dataset of 20 samples

multiprocessing numpy pandas scipy simulation statistics time-series

Last synced: 15 Jul 2025

https://github.com/pedasoft-consult/sentiment_analysis

This project involves analyzing customer reviews to classify them as positive or negative using Logistic Regression. The workflow includes text preprocessing, feature extraction, training a model, making predictions, and evaluating its performance.

nltk numpy pandas sklearn

Last synced: 16 Jul 2025

https://github.com/chandkund/predicting-diabetes-onset

The "Predicting Diabetes Onset" project aims to build a machine learning model that predicts whether an individual has diabetes based on various health-related features. The dataset used for this project includes attributes related to medical history and physical measurements.

deep-learning numpy pandas python seaborn sklearn-library sklearn-metrics visualization

Last synced: 16 Jul 2025

https://github.com/aasmirnov-webdev/data_science_projects

Сборник всех выполненных учебных проектов курса Яндекс.Практикум "Специалист по Data Science".

bert catboost data-science database lgbm mashine-learning matplotlib numpy pandas python pytorch scikit-learn scipy seaborn sql xgboost

Last synced: 30 Dec 2025

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

Implementing SVM's using pandas and sklearn in python

numpy pandas sklearn support-vector-machines svm

Last synced: 17 Jul 2025

https://github.com/daniel-brai/alx-t-x-udacity-data-analytics-nanodegree

A 3-month nanodegree going through the intricacies of data analysis with Python and its various libraries such Pandas, Numpy, matplotlib, seaborn and others

matplotlib numpy pandas python3

Last synced: 17 Jul 2025

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

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

matplotlib numpy pandas python

Last synced: 17 Jul 2025

https://github.com/9keystrokes/photorealistic-person-scene-composition

This computer vision project implements an advanced image processing pipeline to seamlessly integrate a person into any background scene with photorealistic results.

numpy opencv python rembg skimage

Last synced: 18 Jul 2025

https://github.com/genndy007/ad_python_labs

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

jupyter-notebook matplotlib numpy pandas python scipy seaborn sklearn

Last synced: 09 Sep 2025

https://github.com/andriikot/smartmatch

Smart Match with python

docker faiss huggingface numpy ptyhon pythorch

Last synced: 30 Dec 2025

https://github.com/rayan-alam-uoit/space-x-launch-prediction-tool

A full-stack data science project analyzing SpaceX launch data using web scraping, REST APIs, SQL, interactive visualizations, and machine learning in Python to explore trends and predict launch success.

dash data-science folium jupyter-notebook machine-learning matplotlib numpy pandas plotly python seaborn sql sqlite

Last synced: 18 Jul 2025

https://github.com/marknature/codealpha-internship_python-programming

Python Programming Internship at CodeAlpha from 1st June 2025 to 30th June 2025

numpy pandas python3

Last synced: 18 Jul 2025

https://github.com/riya2624/heart-disease-diagnostic-analysis

Analyzed heart disease diagnostic data through an ETL process, ensuring data accuracy and readiness for analysis using Python (Pandas, NumPy, Matplotlib, Seaborn). Conducted comprehensive exploratory data analysis (EDA) to uncover trends related to heart disease rates by gender and age. Developed interactive dashboards with Power BI and Tableau

dashboard dax-query eda machine-learning matplotlib numpy pandas python seaborn

Last synced: 19 Jul 2025

https://github.com/ayushmankumar7/siamese-network-with-one-shot-learning

Implementation of this paper - https://www.cs.cmu.edu/~rsalakhu/papers/oneshot1.pdf

numpy tensorflow tf-keras

Last synced: 10 Sep 2025

https://github.com/sahilmate/gesturepainter

Virtual Painting Application

gesturepainter mediapi numpy opencv virtualpaint

Last synced: 19 Jul 2025

https://github.com/arnoldchrisoduor1/potato_disease

Trained a CNN to detect the presence and the current stage of Blight disease in potatoes, WebApp in FastAPI and React

fastapi keras numpy react serving-tensors tensorflow

Last synced: 30 Dec 2025

https://github.com/noopur-phadkar/botnavigator

BotNavigator utilizes the A* (A-Star) algorithm for pathfinding, leveraging Python along with libraries such as Matplotlib and Numpy for efficient array operations and visualization. This innovative solution optimizes robotic navigation within warehouse environments, enhancing operational efficiency and scalability.

a-star-path-finding matplotlib numpy pathfinding-algorithms python robotics

Last synced: 19 Jul 2025

https://github.com/prateekrajsrivastav/ml-intern-iris-flowers-classification

TASK : 2 Iris Flowers Classification : "Predict the different species of flowers on the length of there petals and sepals only Jupyter notebook code."

machine-learning matplotlib numpy python scikitlearn-machine-learning seaborn

Last synced: 19 Jul 2025

https://github.com/islamshahil/neuralnetworks

Hello World to Neural Network.

deeplearning neural-network numpy python

Last synced: 21 Mar 2025

https://github.com/shortthirdman/predictorxvault-cookbook

Master Machine Learning: A Collection of Classification & Regression Algorithms in Action

classification-algorithm jupyter-notebook jupyterlab keras matplotlib numpy pandas python python3 pytorch regression regression-models tensorflow

Last synced: 13 Mar 2025

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

Turn images monochrome and create transition between two images

canvas image-processing multimedia numpy pillow python react typescript vite

Last synced: 30 Dec 2025

https://github.com/nishi1612/knight-tour-problem

IT485 Logic of Inference Project on Knight's Tour. A hamiltonian path problem to determine path of knight to travel entire chessboard with every cell visited only once.

backtracking-algorithm bootstrap flask html knights-tour localhost numpy pygame python tkinter warnsdorff

Last synced: 30 Dec 2025

https://github.com/ahmedabdalkreem/diabetes

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

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

Last synced: 30 Dec 2025

https://github.com/imdeepmind/knn_from_scratch

KNN classifier in pure Numpy and Python

knn knn-classification machine-learning numpy python

Last synced: 30 Dec 2025

https://github.com/swarnabhaghosh/house-price-prediction-model

Built an end-to-end regression pipeline to predict house prices using Linear Regression with automated preprocessing (PowerTransform, StandardScaling) via Scikit-learn's Pipeline and ColumnTransformer.

column-transformer linear-regression matplotlib-pyplot numpy pandas pipeline python scikit-learn seaborn

Last synced: 30 Dec 2025

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

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

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

Last synced: 30 Dec 2025

https://github.com/dhanas3kar/python-libraries

Practice codes using Python libraries like NumPy, SciPy, Matplotlib, Pandas, and others. Covers basics, examples, and simple exercises for learning data handling, numerical computing, and visualization.

coding-excersise data-analytics-project data-v matplotlib numpy pandas practice python python-libraries scipy

Last synced: 30 Dec 2025

https://github.com/davityak03/basics-of-python-

In this we have done multiple programs in python so as to develop the basic skill sets in python

array dictionary lists matrix numpy pandas programming python sets

Last synced: 30 Dec 2025

https://github.com/poziloi/-math-

Системы компьютерной математики, задания

jupyter-notebook math matplotlib numpy pandas python scipy seaborn

Last synced: 30 Dec 2025

https://github.com/bishopce16/movies-etl

The goal of this project was to create an automated pipeline for a company Amazing Prime that is hosting a hackathon.

json numpy pandas pgadmin4 psycopg2 python regular-expressions sql sqlalchemy time

Last synced: 30 Dec 2025

https://github.com/beyzabasarir/northwind-traders-analysis

Northwind dataset analysis using PostgreSQL, Python, and Power BI. Focused on sales, customers, shipping, and performance insights.

dashboard data-analysis data-visualization jupyter-notebook matplotlib numpy pandas postgresql powerbi python seaborn

Last synced: 30 Dec 2025

https://github.com/gnikit/fileio

A template allowing to read multiple columns of tab or space delimited files. Similar functionality to numpy.loadtxt()

cpp file-io library numpy

Last synced: 27 Mar 2025

https://github.com/saivarun2611/potato_disease_classifier

This project is a Potato Disease Classifier that uses a Convolutional Neural Network (CNN) to classify potato leaves as healthy, suffering from early blight, or late blight. The model helps in early detection of diseases, which can be crucial in maintaining crop health and yield.

cnn keras matplotlib numpy pandas python3 tensorflow

Last synced: 23 Feb 2025

https://github.com/tharushi11/titanic-data-analysis

This repository contains a simple prediction model and survival predictions based on the Titanic dataset from Kaggle, along with detailed visualizations using Power BI.

dax machine-learning numpy pandas powerbi sklearn titanic-survival-prediction visualization

Last synced: 27 Mar 2025

https://github.com/danish-jamil-01/image-dehazer

Remove the haze from the image using dark channel prior and guided filter

dark-channel-prior guided-filter guided-filtering ndimage numpy open-cv opencv opencv-python pillow python scipy skimage tkinter

Last synced: 30 Dec 2025

https://github.com/redinfinitypro/ai_projects

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

newspaper nltk numpy python random sklearn string warnings

Last synced: 20 Jul 2025

https://github.com/shefreenkaur/web-scraping-and-word-frequencies

This project analyzes word frequencies in BC Legislative documents using Stanford CoreNLP and Python. The program extracts text from PDF documents, processes it using natural language processing techniques, and generates a comprehensive word frequency analysis.

analytics chromedriver easyocr nlp numpy pandas pymupdf python selenium stanfordcorenlp webscraping wordfrequency

Last synced: 28 Mar 2025

https://github.com/abidhasanrafi/pharma-sales-analytics

A Streamlit-powered web application for analyzing pharmaceutical sales performance across teams, products, and territories.

matplotlib numpy pandas plotly sales-analysis scikit-learn seaborn streamlit

Last synced: 30 Dec 2025

NumPy Awesome Lists
awesome-jax 218 awesome-data-analysis 865 awesome-ebooks 106 awesome-mojo-max-mlir 181 awesome-jax 133 awesome-numpy 32 practice-data-science-programming-projects 90
NumPy Categories
Blogs 329 Libraries 226 ⚡ Productivity 100 🐍 Python 89 Exercises 87 Models and Projects 74 🧠 AI Applications & Platforms 71 📚 Skill Development & Career 66 Tutorials and Blog Posts 57 📦 Additional Python Libraries 49 🤖 Machine Learning & AI 49 ☁️ Cloud Platforms & Infrastructure 44 📋 Cheatsheets 44 🗃️ SQL & Databases 42 📝 More Awesome Lists 40 📊 Data Visualization 38 📈 Dashboards & BI 36 Videos 34 🎲 Statistics & Probability 34 Web 32