Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
NumPy
![](https://explore-feed.github.com/topics/numpy/numpy.png)
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.
- GitHub: https://github.com/topics/numpy
- Wikipedia: https://en.wikipedia.org/wiki/NumPy
- Repo: https://github.com/numpy/numpy
- Created by: Travis Oliphant
- Related Topics: python, scipy,
- Last updated: 2025-02-19 00:21:18 UTC
- JSON Representation
https://github.com/vadimkantorov/fasttsv
TSV parser for Python in pure vectorized NumPy code
numpy parsing simd tsv vectorized-code
Last synced: 12 Jan 2025
https://github.com/erolnebioglu/numpy-basics
Python-Numpy
numpy numpy-arrays numpy-tutorial
Last synced: 12 Jan 2025
https://github.com/jjwizardmp/gallery-art-problem
Resolve the Gallery Art Problem implement BFS and Delaunay Triangulation
jupyter jupyter-notebook jupyterlab mathplotlib numpy pandas python python-env python3 scipy shapely
Last synced: 18 Jan 2025
https://github.com/lc-rezende/eqx_boston_dataset
Exploratory data analysis, clustering, and forecasting on Boston crime data (2011-2015), revealing key crime trends, hotspots, and temporal patterns to support data-driven insights for urban safety and policing strategies.
data-analysis exploratory-data-analysis jupyter-notebook kmeans matplotlib numpy pandas prophet-facebook python scikit-learn seaborn
Last synced: 18 Jan 2025
https://github.com/tzepart/choosing-oil-region
Choosing and initialisation a machine learning model that will help determine the region where production will bring the greatest profit with the least risk of loss.
matplotlib ml numpy pandas seaborn sklearn
Last synced: 18 Jan 2025
https://github.com/maxencebonamy/ascii-webcam
You can see yourself in real time through characters in a terminal. This project is an enhancement of another project which consists in converting an image to ASCII format, which allows, in a way, to compress it.
ascii numpy opencv python webcam
Last synced: 18 Jan 2025
https://github.com/chandkund/image-classification-using-the-mnist-dataset
Image Classification using the MNIST dataset. This project leverages a Convolutional Neural Network (CNN) to recognize and classify handwritten digits with high accuracy. Includes data preprocessing, model architecture, and evaluation. Explore the code and results here!
computer-vision data-science machine-learning matplotlib numpy pandas python
Last synced: 18 Jan 2025
https://github.com/svastikkka/data-science-machine-learning
beautifulsoup4 machine-learning mysql numpy pandas selenium
Last synced: 07 Feb 2025
https://github.com/erfanmhat/ai4kt
Bringing Python AI libraries to Kotlin.
artificial-intelligence kotlin kotlin-android kotlin-multiplatform machine-learning matplotlib numpy pandas python python3 seaborn sklearn tensorflow2
Last synced: 20 Jan 2025
https://github.com/architj6/gesture-volume-control
Easily control your system volume with simple hand gestures! This project leverages OpenCV, MediaPipe, and Pycaw to track hand movements and adjust the system volume dynamically. Say goodbye to keyboard shortcuts and volume buttons—just move your hand to set the volume!
handgesture mediapipe numpy opencv os pycaw python python3 volume-control
Last synced: 30 Jan 2025
https://github.com/atkaridarshan04/python-libraries
Python and its different Libraries
beautifulsoup jupyterlab matplotlib numpy pandas python seaborn
Last synced: 30 Jan 2025
https://github.com/akashash01/support_vector_machine
It's an linear model for classification and regression problems. It can solve non-linear problems by creating a hyperplane which separates the data into classes using KERNAL .
data-science datavisualization machine-learning numpy pandas python sklearn svm-classifier
Last synced: 07 Feb 2025
https://github.com/rishabhmathur06/data_analysis-netflix
data data-analytics data-science matplotlib-pyplot numpy pandas python seaborn
Last synced: 19 Jan 2025
https://github.com/cbmira01/featureranking
A data science technique implemented in OpenCL.
data-science entropy feature-reduction machine-learning-algorithms numpy opencl pyopencl python windows-10
Last synced: 19 Jan 2025
https://github.com/ajain1414/web-analyzer-frontend
(Legacy) This is the frontend for Mazaoro SARLU's lead magnet: "Web Analyzer" inspired by Hubspot's website grader.
azure-container-registry chartjs deployment docker jamstack machine-learning numpy pandas predictive-analysis prophet-model react render still-in-dev storyblok
Last synced: 19 Jan 2025
https://github.com/aminkhavari78/-maternal-health-risk-data-set
In this part I'm working on Maternal Health Risk Prediction
data-science linearsvc machine-learning matplotlib numpy pandas scatter-plot sklearn
Last synced: 19 Jan 2025
https://github.com/azaz9026/machine_learning_algorithms
Machine learning algorithms are computational models that allow computers to understand patterns and forecast or make judgments based on data without the need for explicit programming. These algorithms form the foundation of modern artificial intelligence and are used in a wide range of applications, including image and speech recognition.
machine-learning machine-learning-algorithms numpy pandas python3 seaborn sklearn-library
Last synced: 19 Jan 2025
https://github.com/azaz9026/house_price_prediction_with_machine_learning
🏡 House Price Prediction with Machine Learning Project 🤖💰 Seeking to revolutionize the real estate industry with cutting-edge technology? Explore my latest project, where I leveraged machine learning algorithms to predict house prices accurately.
linear-regression machine-learning-algorithms metaploit numpy pandas pickle python seaborn visualization
Last synced: 19 Jan 2025
https://github.com/lexxai/goit_python_ds_hw_09
Модуль 9. Підбір гіперпараметрів НМ. Глибоке навчання. Tensorflow. Keras.
adam-optimizer data-science google-colab keras keras-tensorflow numpy python
Last synced: 24 Jan 2025
https://github.com/lexxai/goit_python_ds_hw_04
Модуль 4. Класифікація та оцінка роботи моделі. Лінійна регресія: перенавчання та регуляризація
lasso-regression linear-regression numpy pandas python red regression ridge-regression scikit-learn
Last synced: 24 Jan 2025
https://github.com/mooseburger1/nfl-social-network-analysis
Performing Social Network Analysis on the 2017 NFL schedule - Scraping the web with Python and Pandas
data-mining data-science data-visualization gephi matplotlib networkx networkx-graph numpy pandas-dataframe python-3 regular-expression social-network-analysis web-scraping
Last synced: 24 Jan 2025
https://github.com/kernel-loophole/numerical-computing
Numerical Computing use python(Numpy,metplotlib).
numpy python quantum-computing
Last synced: 24 Jan 2025
https://github.com/jai0212/course-selector-uoft
A program that suggests university courses based on your program and provides a custom GUI to customize your course plan. Created to help UofT students
beautifulsoup csv graphs graphs-algorithms networkx-graph numpy os parser pickle pillow plotly python tkinter-gui tkmacosx
Last synced: 19 Jan 2025
https://github.com/mohammedsaqibms/building-your-deep-neural-network
This repository guides you in building deep neural networks from scratch using Python and NumPy, covering key concepts like forward propagation and cost functions for binary classification.
binaryclassification cost-functions deep-learning forward-propagation neural-networks numpy python3
Last synced: 24 Jan 2025
https://github.com/pawpaw2022/proj03-math-painting
An app that lets the user provide the start coordinates of geometrical shapes such as squares and rectangles, their dimensions, and their colors, and the program produces an image file canvas with all the geometrical shapes drawn in it. (Click the link below to see the demo)
Last synced: 24 Jan 2025
https://github.com/philipyip1988/miniconda
This set of tutorials covers installation of Miniconda on Windows 11 and configuring it to use the conda-forge channel and libmamba solver allowing for the creation of custom Python environments. A seperate Python environment will be created for the idle, thonny, ipython, jupyterlab, vscode, pycharm and spyder Python IDEs.
anaconda conda environment-variables idle ipython jupyterlab matplotlib miniconda miniconda-environments numpy pandas powershell pycharm python spyder thonny vscode windows
Last synced: 19 Jan 2025
https://github.com/aaaastark/graph-convolution-network-with-dimensional-redaction-and-differential-algorithms-python
Graph Convolution Network GCN with Dimensional Redaction and Differential Algorithms using Python
cora differential-evolution dimensionality-reduction gcn gcn-architecture ipython matplotlib networkx numpy pandas pubmad pymoo python sklearn stellargraph tensorflow
Last synced: 19 Jan 2025
https://github.com/mrnust/ai-powered-socialmediapostoptimizer_llm
AI-Powered Social Media Post Optimizer enhances your social media content by optimizing text posts with relevant tags and keywords, predicting engagement metrics, and analyzing image quality. Upload your post and image to receive tailored suggestions for improving engagement and visual appeal.
groq langchain large-language-model llama-3-70b matplotlib numpy opencv streamlit textblob
Last synced: 19 Jan 2025
https://github.com/ljadhav25/data-engineering-poc
This repository contains a beginner-level Data Engineering Proof of Concept (POC) project designed for practice. The objective is to provide hands-on experience with data engineering concepts, including data extraction, transformation, loading (ETL), and basic data analysis. This project is ideal for those looking to build foundational skills in da
data-analysis etl matplotlib numpy pandas python
Last synced: 19 Jan 2025
https://github.com/statute8234/python-task-manager
Rating: (7/10): The Python Task Manager, is a user-friendly interface using tkinter library for system monitoring and management. It displays detailed system process information using psutil, with interactive features.
matplotlib numpy psutil pygetwindow tkinter
Last synced: 19 Jan 2025
https://github.com/statute8234/pygamecicruit
Rating: (6/10) The code combines a Pygame GUI application with a PySpice circuit simulation, providing a user-friendly interface with buttons, menu options, dropdown menus, input boxes, sliders, and text elements.
matplotlib numpy os pygame pyspice random sys
Last synced: 19 Jan 2025
https://github.com/yasharmaster/coursera-deep-learning
Deep Learning Specialization by Andrew Ng on Coursera.
coursera coursera-deep-learning deep-learning keras keras-tensorflow numpy python tensorflow
Last synced: 19 Jan 2025
https://github.com/martincastroalvarez/python-video-processing
Movie generator using MoviePy, OpenCV2 and Numpy.
Last synced: 14 Feb 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: 19 Jan 2025
https://github.com/f3riend/color-palette
a system that counts and clusters the most common colors in images and produces a color palette.
clustering color-palette-generator filedialog kmeans machine-learning matplotlib-pyplot most-common-color numpy pillow python3 sklearn-library
Last synced: 20 Jan 2025
https://github.com/saifalibaig/covid-19-death-rate-analysis-using-python
Analysis of Covid-19 data along with the world happiness report to identify if there is any relationship between death rate and happiness rate of countries all over the world.
data-analysis data-visualization numpy pandas python3 sns visualization
Last synced: 20 Jan 2025
https://github.com/aikogamer101/exploratory-data-analysis
Using Python to analyze a beauty product dataset. A complete EDA.
analytics business-intelligence datacleaning datadiscovery dataengineering dataexploration folium matplotlib numpy pandas python3 seaborn
Last synced: 20 Jan 2025
https://github.com/separatrixxx/aviahack5
✈️ Aviahackathon 5
fastapi http-server numpy pandas pyside6 python react sqlite3 tailwind-css typescript
Last synced: 20 Jan 2025
https://github.com/ritwika-das-gupta/flight_price_prediction
Flight price Prediction is made using decision tree model and Machine learning concepts
cross-validation data-science data-visualization desiciontree flask gridsearchcv html-css-javascript hyperparameter-tuning json machine-learning matplotlib numpy pandas pickle python scikit-learn sklearn statistics supervised-learning
Last synced: 24 Jan 2025
https://github.com/sciencegenome/numpy-builder
code getter and numpty operator for numpy operations
data-analysis numpy numpy-python shell-script
Last synced: 24 Jan 2025
https://github.com/dulajkavinda/numpy-ml
🔢 Calculations with NumPy library.
calculations jupyter-notebook machine-learning matrices numpy numpy-arrays python
Last synced: 07 Feb 2025
https://github.com/eljandoubi/genre_classification
Create an ML pipeline for Genre Classification using MLflow.
hydra machine-learning mlflow numpy pandas pandas-profiling pytest scikit-learn scipy wandb
Last synced: 24 Jan 2025
https://github.com/eljandoubi/disasterresponsepipeline
Project aim is to build a Natural Language Processing (NLP) model to categorize messages on a real time basis.
flask nltk numpy pandas plotly scikit-learn scipy sqlalchemy
Last synced: 24 Jan 2025
https://github.com/kriss024/python
Python for Data Science
anaconda anaconda3 data-science jupyter-notebook lightgbm machine-learning numpy opencv pandas python3 sklearn tensorflow2 xgboost
Last synced: 25 Jan 2025
https://github.com/karthikarajagopal44/numpy-beginner-to-advanced
This repository is designed to help you master NumPy, the fundamental package for scientific computing with Python. Whether you are just getting started or looking to refine your skills with advanced techniques, this repo covers a comprehensive range of topics and functionalities. It covers the range of topics from beginner to advance.
data-science numpy numpy-library numpy-tutorial python
Last synced: 25 Jan 2025
https://github.com/dane-meister/machine-learning-algos
Repository of several ML algorithms implemented for different environments and robot control vectors.
colab-notebook gymnasium jupyter-notebook machine-learning-algorithms numpy opencv pybullet python pytorch
Last synced: 31 Jan 2025
https://github.com/ishaan28malik/masters-admission-analyser
Admissions of Indian students for foreign universities.
admission classification machine-learning matplotlib numpy python students
Last synced: 25 Jan 2025
https://github.com/prowilliam/maze_generator
A maze generator is created where you can modify its dimensions and shows a red route where it describes the solution of the maze, and it is exported in png format
Last synced: 07 Feb 2025
https://github.com/sarveshdhond/statistical_analysis
This project is part of a graded assignment where I have showcased my Python and data analysis skills.
correlation-analysis matplotlib numpy pipeline python regression-models sklearn-library
Last synced: 07 Feb 2025
https://github.com/sultanazhari/prediction-model-of-customers-leaving
Bank Beta Company focus on retain existing customers, our task is to create a model that predicts whether or not a customer will leave the bank soon.
accuracy-score confusion-matrix logistic-regression-algorithm matplotlib-pyplot numpy pandas python3 random-forest roc-auc-score seaborn train-test-using-sklearn
Last synced: 25 Jan 2025
https://github.com/sultanazhari/customer-habit-analysis-model
Megaline company wants to develop a model that can analyze consumer behavior and recommend one of Megaline's two new plans: Smart or Ultra. In this classification task, we need to develop a model that is able to choose the right package
accuracy-score decision-tree-classifier logistic-regression matplotlib-pyplot numpy pandas python3 random-forest-classifier seaborn train-test-using-sklearn
Last synced: 25 Jan 2025
https://github.com/rizasaurus/car-price-prediction-exercise-with-regression-model
Car price forecasting with one-variable, two-variable, three-variable, lasso, ridge, and elastic regression models
elastic-net grid-search-hyperparameters jupyter-notebook lasso-regression matplotlib numpy pandas pandas-dataframe pandas-python plotly regression regression-models ridge-regression
Last synced: 25 Jan 2025
https://github.com/shwetajanwekar/hr-data-analytics
Analyze the HR data through exploratory data analysis, we identified key factors influencing employee attrition, satisfaction levels, and performance. Machine learning models enabled us to predict employee churn and classify potential candidates for promotion.
matplotlib numpy pandas seaborn
Last synced: 25 Jan 2025
https://github.com/adarshpheonix2810/fake-job-post-detection
This project focuses on detecting fake job posts using machine learning. Fake job advertisements are often created to scam individuals by stealing personal information or money.
data-analysis deep-learning joblib machine-learning nlp-machine-learning numpy pandas python scikit-learn tkinter
Last synced: 25 Jan 2025
https://github.com/mohamed15058/cognifyz-data-science-internship-restaurant_data_analysis_and_prediction-
Restaurant_Data_Analysis_and_Prediction
fature-engineering machine-learning matplotlib numpy pandas sklearn
Last synced: 25 Jan 2025
https://github.com/sohamrider786/house_price_predictor
A machine learning project to predict house prices based on various property features using advanced regression techniques. This project demonstrates end-to-end model development, including data preprocessing, feature engineering, model training, evaluation, and visualization.
machine-learning matplotlib-pyplot numpy pandas random-forest-regression sklearn-library
Last synced: 25 Jan 2025
https://github.com/yashpatel1234586/gesture-volume-control
cv2 math mediapipe numpy python subprocess
Last synced: 25 Jan 2025
https://github.com/anarya22/accenture-north-america-data-analytics-and-visualization-job-simulation-on-forage
Completed a simulation focused on advising a hypothetical social media client as a Data Analyst at Accenture. Cleaned, modelled and analyzed 7 datasets to uncover insights into content trends to inform strategic decisions. Prepared a PowerPoint deck and video presentation to communicate key insights for the client and internal stakeholders.
analyzing-visualization data-cleaning data-visualization numpy pandas powerbi powerpoint-presentations
Last synced: 25 Jan 2025
https://github.com/susanketsarkar/nn-from-scratch
A pure NumPy implementation of a deep neural network, built for educational purposes and deep learning understanding. This project implements a multi-layer neural network with various features commonly found in modern deep learning frameworks.
deep-learning implementation-of-algorithms neural-network numpy python
Last synced: 25 Jan 2025
https://github.com/renukadhule/airbnb_listings_and_reviews_python_analysis
Explore Airbnb listings and reviews from over 250,000 properties across 10 major cities. Dive into data on listing details, host information, pricing, and customer reviews for better insights
matplotlib-pyplot numpy pandas python seaborn
Last synced: 25 Jan 2025
https://github.com/makoczoro/credit-default-risk-analysis-eda
This repository contains the detailed EDA Analysis of Home Credit Group Dataset. The analysis aims to find demographic and financial factors associated with higher or lower default risks, providing actionable insights for risk mitigation and improved lending practices
bivariate-analysis correlation-analysis data-preprocessing exploratory-data-analysis exploratory-data-visualizations matplotlib numpy pandas seaborn univariate-analysis
Last synced: 25 Jan 2025
https://github.com/theblueberrycompendium/keras-movie-classification
This is an basic application that uses Keras
ai keras-tensorflow numpy python3 simple-project
Last synced: 25 Jan 2025
https://github.com/sundanc/weatherprediction
This project implements a weather prediction system that predicts the temperature based on real-time weather data, including features like humidity, wind speed, and day-related features (day of the week, month
machine-learning machinelearning numpy pandas programming python scikit-learn scikitlearn-machine-learning weather-prediction
Last synced: 07 Feb 2025
https://github.com/blairnangle/python3-numpy-ta-lib
Docker image with NumPy and TA-Lib installed. Built and uploaded to Docker Hub using GitHub Actions.
Last synced: 25 Jan 2025
https://github.com/macdung123/fake-job-post-detection
This project focuses on detecting fake job posts using machine learning. Fake job advertisements are often created to scam individuals by stealing personal information or money.
classification data-analysis data-science deep-learning job-posting joblib machine-learning matplotlib-pyplot numpy pandas python scikit-learn tf-idf tkinter
Last synced: 25 Jan 2025
https://github.com/abhivur/graduate-income-forecaster---aggie-data-science-club-2024
Contributors: Abdussalam Raheem, Chiara Su, and Joseph Botros
matplotlib numpy pandas python scikit-learn seaborn
Last synced: 25 Jan 2025
https://github.com/ankit21111/carpredict
This project predicts car prices using machine learning models, including Simple and Multiple Linear Regression. It covers data acquisition, feature selection, and optimization techniques like Ridge Regression. The best model, Multiple Linear Regression, achieved an R² score of 0.84. Check out the full analysis in the repository!
data-analysis data-visualization matplotlib numpy pandas pyhton scipy seaborn sklearn
Last synced: 20 Jan 2025
https://github.com/pranavsuriya-sr/e-hub_energysystems
Python based Web Application for analysis and visualization of concepts in Energy Systems.
css energy-systems-analysis html javascript matplotlib numpy python schemdraw streamlit
Last synced: 31 Jan 2025
https://github.com/iv4n-ga6l/titanic-survival-prediction
a predictive model in Python that answers the following question: “using data relating to passengers (name, age, gender, socio-economic class, etc.), who has the greatest chance to survive?"
matplotlib numpy pandas python seaborn sklearn
Last synced: 31 Jan 2025
https://github.com/iv4n-ga6l/crowd-move-simulation
Crowd move simulation in python
matplotlib numpy python simulation
Last synced: 31 Jan 2025
https://github.com/juzershakir/train_a_smartcab_to_drive
From just cab, to Smart-Cab
cogsci decay-rate epsilon machine-learning machine-learning-algorithms machine-learning-tutorials matplotlib numpy pandas pygame python27 q-learning reinforcement-learning smartcab training udacity-nanodegree visualization
Last synced: 07 Feb 2025
https://github.com/elvisrock/government_analysis
Esse projeto, tem como objetivo, analisar, explorar algumas técnicas e propor uma sugestão ao governo de forma geral, sem qualquer viés politico.
data-science machine-learning numpy pandas python sklearn
Last synced: 07 Feb 2025
https://github.com/mihirh19/house-price-prediction
kaggle machine-learning numpy pandas seaborn sklearn
Last synced: 07 Feb 2025
https://github.com/anoopgeorge418/linked-analytics
"LinkedAnalytics is a project that scrapes LinkedIn data, analyzes it to uncover valuable insights, builds predictive models, and deploys them for practical applications. This repository contains all scripts, analysis notebooks, and deployment code needed to replicate the process."
beautifulsoup4 bokeh data-analysis data-science linkdin linkdindata machine-learning matplotlib numpy pandas plotly python requests seaborn sql web-scraping
Last synced: 07 Jan 2025
https://github.com/ksasi/smartcab
machine-learning numpy pandas python reinforcement-learning scikit-learn
Last synced: 01 Feb 2025
https://github.com/paul-bokelman/nn
Basic neural network in python
machine-learning neural-networks numpy python
Last synced: 01 Feb 2025
https://github.com/lintangwisesa/flask_sklearn_californiahouse
Simple Flask App with Linear Regression model to predict California house pricing 🏠
california-house-pricing flask linear-regression machine-learning numpy pandas sklearn
Last synced: 08 Jan 2025
https://github.com/omogbolahan94/movies-budget-revenue-analysis
Data exploration, data cleaning, data analysis and predictive analysis
dataframe linear-regression matplotlib numpy pandas seaborn statistical-analysis
Last synced: 15 Feb 2025
https://github.com/omogbolahan94/handwashing-history-analysis
Data Wrangling and Analytics
matplotlib numpy pandas plotly scipy seaborn statistical-analysis
Last synced: 15 Feb 2025
https://github.com/priyanshii1511/predicting-customer-churn
Data Science mini project
confusion-matrix data-science machine-learning matplotlib numpy pandas plotly python seaborn sklearn
Last synced: 12 Jan 2025
https://github.com/badranalyst/residential-unit-prices-data-analysis-application
Python-based analysis of residential unit prices, focusing on data cleaning, visualization, and exploratory data analysis (EDA). Key features include price distribution, and correlation analysis between factors like size, location, and pricing.
data-analysis data-visualization dataset matplotlib numpy pandas python seaborn
Last synced: 08 Jan 2025
https://github.com/amandeep-gupta19/chatbot
Created a custom chatbot using Langchain. Here's a summary of what I did: Data Extraction: I gathered data about technical courses from the Brainlox website using Langchain’s URL loaders. Embedding Creation & Storage: I converted this data into embeddings and stored it in a vector store for efficient searching. API Development: I built a Flask
data-extraction faiss-vector-database flask-restful langchain numpy scikit-learn vector-database webbaseloader
Last synced: 01 Feb 2025
https://github.com/anas436/python-basics-assessment-notebook
inferential-statistics jupyterlab numpy pandas python3
Last synced: 01 Feb 2025
https://github.com/anas436/loan-case-will-be-paid-off-or-not-prediction-using-classification-with-python
decision-trees f1-score ibm-watson itertools jaccard-score knearest-neighbor-algorithm log-loss logistic-regression matplotlib-pyplot numpy pandas python3 scikit-learn sklearn support-vector-machines
Last synced: 01 Feb 2025
https://github.com/anas436/analyzing-automobile-data-set-using-python
jupyter-notebook numpy pandas python3
Last synced: 01 Feb 2025