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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/pwhiddy/notebook-video-writer

Create videos from numpy arrays in a jupyter notebook

ffmpeg interactive jupyter notebook numpy render video

Last synced: 13 Apr 2025

https://github.com/sondosaabed/introduction-to-data-analysis-with-pandas-and-numpy

Learning the data analysis process of questioning, wrangling, exploring, analyzing, and communicating data. Working with data in Python using libraries like NumPy and pandas.

data-analysis data-analyst-nanodegree data-wrangling numpy pandas python

Last synced: 09 Apr 2025

https://github.com/ruban-edward/ai-virtual-painter

Developed an application that allows us to virtually paint in the air using their fingers. Developed in python using Opencv ,MediaPipe and Numpy

handtrack-library math mediapipe numpy opencv2 os

Last synced: 23 Feb 2026

https://github.com/ivorforce/python-arrayclass

A python class decorator similar to dataclass that uses a contiguous numpy array to store values.

dataclass numpy python

Last synced: 13 Apr 2025

https://github.com/hrolive/python4hpc

Python from an HPC viewpoint, the most practical tools, and various indispensable libraries for HPC use cases.

cudf cython dask developer-tools high-performance-computing mpi4py numpy pandas python

Last synced: 29 Jul 2025

https://github.com/coding-enthusiast9857/automatic_text_generation

Welcome to the repository, where innovation meets language! This repository is a comprehensive collection of tools, models, and resources dedicated to the exciting field of automatic text generation. Whether you're a researcher, developer, or enthusiast, this repository provides a playground for exploring cutting-edge technology.

ai ann cnn deep-learning deep-neural-networks gru keras lstm ml neural-networks nlp numpy python rnn tensorflow tensorflow2 text-processing

Last synced: 12 Apr 2026

https://github.com/jparedesds/email-mapi-automation

Automation of documentation entry through email(Outlook/IMAP) to excel and BBDD (ERP)

beautifulsoup4 imap-client numpy outlook pandas regex shutil timestamp xlsxwriter

Last synced: 11 Aug 2025

https://github.com/AlbertSuarez/which-dog-are-you

🐶 Dog and face person matcher based on image similarity

dog hackathon nmslib numpy python similarity tensorflow

Last synced: 14 Mar 2025

https://github.com/tambeta/juice

Terrain generator + a simple top-down scrolling engine skeleton

numpy opengl pyglet python python3 scipy terrain terrain-generation top-down

Last synced: 09 Apr 2026

https://github.com/carlosvinimsouza/dataanalysiswithpython

Learn Data Analysis using Libs Python (Numpy, Pandas, Matplotlib and Seaborn)

data-analysis data-science free-code-camp matplotlib numpy pandas python python3 seaborn

Last synced: 11 Apr 2026

https://github.com/miteshputhran/nyc-vehicle-collision-analysis

Used vehicle collision data from NYC Open Data to analyse various factors for collisions, identifying the vehicle type involved in the crashes and using weather dataset to identify how snowfall and precipitation had caused increase in collisons

collision csv folder-structure json matplotlib newyork numpy nyc pandas python vehicles

Last synced: 09 Mar 2026

https://github.com/aidarkhaibulov/chaos-cubes-art

Computer graphics artwork. It's raster graphics which simulates Brownian motion.

bresenham-algorithm brownian-motion computergraphics matplotlib numpy

Last synced: 19 May 2026

https://github.com/khaymanii/rock-or-mine-detection_model

This is a Machine learning model built using Python to detect between rock and mine

matplotlib numpy pandas python scikit-learn seaborn

Last synced: 13 Apr 2026

https://github.com/rithwikksvr/positive-negative-review-classifier

We always give ratings and reviews to many products that we buy online. So these online companies have to check constantly about the review of their products. Currently they use Machine Learning to assess the Rating of a Product and can get can a sense by applying classifiers on these reviews. In the end these classifiers can classify if a review is a Positive or a Negative one.

deep-learning keras machine-learning ml nlp numpy python

Last synced: 05 May 2026

https://github.com/thoduv/pyradar5

Python wrapper for the RADAR5 DDE integrator

differential-equations mathematics numerical-methods numpy physics-simulation python

Last synced: 26 Sep 2025

https://github.com/isa1asn/line_following_robot_ros2

A line track follower robot with a camera sensor using ros2 and cv2

cv2 numpy opencv-python python3 ros2 ros2-humble sensor xacro

Last synced: 24 Apr 2026

https://github.com/sayakpaul/floydhub-k_means-blog

Contains the Jupyter Notebook made for a FloydHub article on K-Means

numpy pandas scikit-learn yellowbricks

Last synced: 20 Sep 2025

https://github.com/quinta0/aequitasiq-

A financial analysis tool that creates an interactive dashboard to visualize personal income and expenses

langchain-python llm machine-learning nextjs14 numpy ollama pandas python sqlite

Last synced: 09 Feb 2026

https://github.com/siwachs/gpt-model-from-scratch

A repo for Generative AI model using minimum dataset.

ai generative-ai gpt machine-learning nlp numpy python

Last synced: 11 Apr 2026

https://github.com/msiddhu/emotion-detection

A emotion detection tool based on TensorFlow and OpenCV

accuracy dataset emotion-detection faces numpy opencv python tensorflow tensorflow-models webcam-feed

Last synced: 02 Apr 2025

https://github.com/krushna-prasad-sahoo/draw-a-picture-using-python

This repo contains Python code to draw some random pictures.

matplotlib numpy python

Last synced: 26 Feb 2026

https://github.com/moindalvs/assignment_hypothesis_test

A F&B manager wants to determine whether there is any significant difference in the diameter of the cutlet between two units. A randomly selected sample of cutlets was collected from both units and measured? Analyze the data and draw inferences at 5% significance level. Please state the assumptions and tests that you carried out to check validity of the assumptions.

2sample-2tail anova-test chisquare chisquare-test contingency-table hypothesis hypothesis-testing numpy numpy-arrays pandas scipy-stats testofindependence

Last synced: 20 Oct 2025

https://github.com/chrismaree/icao-weather-analysis-python

Repository for ELEN3007 - Probabilistic Systems Analysis Assignment assignment using Jupyter Notebooks and Numpy to preform calculations

jupyter-notebook numpy

Last synced: 14 Jun 2025

https://github.com/robocorp/example-x-ray-image-processing

X-ray Image Viewer (NumPy, imageio, Matplotlib, SciPy)

data-science numpy python robotframework xray-images

Last synced: 21 Oct 2025

https://github.com/nitxiodev/python-bloomfilter

Scalable bloom filter using different backends written in Python

bitarray bloom-filter numpy python3 python36 redis-py scalable

Last synced: 02 Apr 2026

https://github.com/akash-rajak/image-editor

Python Script for editing image.

cv2 image-editor numpy os python3 random tkinter

Last synced: 27 Apr 2026

https://github.com/dukesmith0/pytherm

Interactive 2D heat conduction simulator. Paint materials onto a grid and watch Fourier's law in action. PyQt6 desktop app with a real-time FDM solver.

desktop-app engineering fdm heat-transfer numpy physics-simulation pyqt6 python simulation thermal

Last synced: 08 Apr 2026

https://github.com/microfluidica/normaldistrib

Symmetric and asymmetric normal distributions in Python

normal-distribution numpy python scipy

Last synced: 15 Jul 2025

https://github.com/khaymanii/multiple-disease-prediction-system

This system predicts if a patient has heart, parkinsons and diabetes disease

matplotlib numpy pandas python scikit-learn

Last synced: 17 Apr 2026

https://github.com/toon-van-berkel/pp-imagetovideofx

ImageToVideoFX is a simple Python project that takes an image (JPG/PNG) and transforms it into a short video with a smooth zoom effect. You can optionally add background music. This is perfect for content creators or developers who want to automate turning images into engaging video content.

imagetovideo moviepy numpy pillow python

Last synced: 25 Apr 2026

https://github.com/vartikaraj2512/dsml-internship-devtown-notebooks-

🌟 Data Science & Machine Learning Internship Projects 📊 Explore a curated collection of DS & ML notebooks covering topics like regression models, clustering, NLP, and deep learning. Dive into real-world projects such as price prediction, sentiment analysis, and customer segmentation. This repository reflects modern data-driven industry solutions

data-science filehandling googlecolab json kaggle keras machine-learning matplotlib numpy pandas python scikit-learn seaborn sql tensorflow

Last synced: 29 Jan 2026

https://github.com/sandeep-shaw10/py-aes

Implementation of Advance Encryption Standard (AES-128/192/256/512) using Python and Numpy

aes-128 aes-192 aes-256 aes-512 blockcipher cryptography numpy python symmetric-encryption

Last synced: 22 Aug 2025

https://github.com/udityamerit/complete-machine-learning-for-beginners

This repository is structured as a complete ML roadmap combining theory (PDFs) with hands-on coding (Jupyter Notebooks) to help you build a solid foundation in data science and machine learning. Ideal for students, self-learners, and professionals looking to revise or upgrade.

artificial-intelligence classification clustering clustering-algorithm machine machine-learning machinelearning matplotlib matplotlib-figures numpy pandas regression regression-models regressionalgorithms regressionanalysis scikit-learn scikitlearn-machine-learning scipy seaborn tensorflow

Last synced: 15 May 2026

https://github.com/dhrupad17/python-for-data-science-a-z

This is a practice Repository consisting of all the notebooks I have practiced to learn python for data science from basics to Advance.

flask matplotlib-python numpy pandas-python python python-lambda seaborn-python streamlit

Last synced: 23 Jan 2026

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

"Python-For-Research" Event Organized By Tri-Chandra Research Group, Ghantaghar, Kathmandu

analysis colab data jupyter matplotlib numpy panda physics python research visualization

Last synced: 27 Oct 2025

https://github.com/vishnu-t-r/mini_projects_data_analysis_python

In this repository you will find python scripts that were wrote as part of learning and refreshing activity. This repository has been created for future references.

bar-chart dataframe matplotlib numpy pandas pandas-dataframe series time-series

Last synced: 17 Feb 2026

https://github.com/fobersteiner/pyfuppes

A collection of Python tools

data-processing numpy pandas python python-polars

Last synced: 12 Apr 2025

https://github.com/bhavik-jikadara/car-price-prediction

Car price prediction system to effectively determine the worthiness of the car using a variety of features.

car-price-prediction carpriceprediction dataset machinelearning numpy pandas

Last synced: 27 Mar 2026

https://github.com/weltxing/fastconv

卷积操作(1d, 2d)的快速实现

convolution convolutional-neural-networks numpy

Last synced: 14 Jun 2025

https://github.com/vidhi1290/lung-cancer-detection-app

🔍 Discover the future of healthcare with our Lung Cancer Detection Project. Using advanced machine learning techniques, we've achieved 92% accuracy in identifying lung cancer. Join us at the forefront of medical AI. 👩‍⚕️🌟 #AIHealthcare #LungCancerDetection

artificial-intelligence cancer-detection datascience datascience-machinelearning kaggle lungcancer machine-learning machine-learning-algorithms numpy pandas python randomforest

Last synced: 08 May 2026

https://github.com/gehad-ahmed30/face-recognition-attendence-system

The Face Recognition Attendance System is an AI-powered application that automates attendance tracking using facial recognition. It detects and identifies students' faces , updates attendance records in Firebase, and displays real-time student information.

database face-recognition firebase numpy opencv python

Last synced: 01 Mar 2026

https://github.com/mathiasotnes/back-propagation

Neural network framework. The back-propagation algorithm is implemented with numpy, and the package supports basic activation functions, loss functions and neural architectures.

back-propagation deep-learning neural-network numpy

Last synced: 16 Feb 2026

https://github.com/prakharjadaun/ml-learn-with-me

Learn Machine learning and its different algorithms with me. In this repo, I upload well explained ml algorithms and topics related to statistics.

backpropagation data-visualization keras-neural-networks learn-with-me machine-learning numpy seaborn

Last synced: 29 Apr 2026

https://github.com/aadya940/numpyai

A Natural Language Interface to the Numpy Library using LLMs.

ai data-analysis data-science library llm machine-learning numpy python

Last synced: 12 Apr 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: 21 Apr 2026

https://github.com/louis-finegan/lorenz-attractors-pygame-python3

Chaos Equations (Lorenz Attractors) in python3 using the pygame, scipy and numpy libaries.

chaos-equations lorenz-attractor numpy pygame python python3 scipy

Last synced: 09 May 2026

https://github.com/prahaladhchandrahasan/facemask_detector

CNN which detects the presence of face mask.

keras mobilenetv2 numpy opencv-python tensorflow tensorflow2

Last synced: 04 May 2026

https://github.com/burhanahmed1/TwitSpark

This repository contains a project that demonstrates how to perform sentiment analysis on Twitter data using Apache Spark, including data preprocessing, feature engineering, model training, and evaluation.

apache-spark batch-gradient-descent kmeans-clustering knearest-neighbor-classification machine-learning matplotlib nltk-python numpy pandas pyspark python schotastic-gradient-descent seaborn sentiment-analysis textblob-sentiment-analysis

Last synced: 29 Oct 2025

https://github.com/abhiramdodda/rainfall_prediction

Machine Learning model built on Telangana dataset cropped from Indian weather dataset merged with average temperature dataset

numpy pandas python3 scikit-learn scikitlearn-machine-learning

Last synced: 12 Apr 2026

https://github.com/bhattbhavesh91/self-attention-python

This repository will guide you to implement a simple self-attention mechanism using the Python's NumPy library

attention-mechanism numpy python self-attention self-attention-implementation

Last synced: 15 Oct 2025

https://github.com/maliknaik16/machine-learning

ML journey to explore concepts and framework through code and math. It serves as a personal log of my learning experiences, revisiting foundational topics, and delving into new areas within the field.

autograd classification convolutional-neural-networks datasets distillation machine-learning matplotlib model model-optimization neural-network normalization numpy pandas python pytorch quantization regresssion tensors torchvision transformers

Last synced: 15 May 2025

https://github.com/utsanjan/traffic-prediction-model

Traffic prediction model built with python using Machine learning and Image processing

anaconda image-processing ipynb jupyter-notebook machine-learning matplotlib numpy pip python python3 tensorflow traffic-prediction

Last synced: 13 Jul 2025

https://github.com/kiwi0fruit/featherhelper

Concise interface to cache numpy arrays and pandas dataframes

cache numpy pandas pyarrow python

Last synced: 18 Apr 2026

https://github.com/marcelovilla/gdal-py-snippets

Small different-purpose programs using gdal-python bindings (and a fair amount of NumPy)

gdal gdal-python numpy ogr pandas python raster shapefile

Last synced: 07 May 2026

https://github.com/zaujulio/featuresanalyzer

Python data analyze and machine learning tool

gtk machine-learning numpy pandas python sklearn

Last synced: 05 Mar 2025

https://github.com/g0r0kh/clustering

k-means & hierarchical clustering

conda matplot numpy pandas scikit-learn scipy sklearn

Last synced: 12 Apr 2025

https://github.com/dr-noob/qr_reader

QR code reader using OpenCV and pyzbar

computer-vision numpy opencv pyzbar qrcode

Last synced: 09 May 2026

https://github.com/matx64/rs-cvbot

Old School Runescape (MMORPG) Bot created using OpenCV (template matching) for object identification

numpy opencv python

Last synced: 10 Apr 2026

https://github.com/cchandre/guiding-center

Guiding-center dynamics in plasma physics

gyrokinetic hamiltonian numpy plasma-physics python3 scipy sympy

Last synced: 07 Feb 2026

https://github.com/walt-lab/waltlabtoolss

A collection of tools for biomedical research assay analysis in Python.

assay biomedical-data-science calibration-curve concentrations curve-fitting diagnostics elisa modeling numpy python

Last synced: 26 Jun 2025

https://github.com/tmtenbrink/frc

frc is a Python package for computing the Fourier Ring Correlation (FRC) of images using DIPlib

image-analysis image-processing microscopy numpy python scipy super-resolution

Last synced: 31 Jul 2025

https://github.com/omkarpattnaik8080/credit-card-fault-detection-system

"Developing a credit card fraud detection system using machine learning techniques to identify and prevent fraudulent transactions, ensuring the security and integrity of financial transactions for users and businesses."

aws data-science machine-learning matplotlib numpy pandas statistics

Last synced: 08 Jan 2026

https://github.com/guocuimi/minitf

Simplified version of Tensorflow for learning purposes.

autodiff backpropagation deep-learning gradients neural-networks numpy python tensorflow

Last synced: 23 Feb 2026

https://github.com/ranjan2104/multi-face-recognition-based-detect-system

Face Recognition System Uses for multi Face Detection. It is a Real time Detection System that can be Easily Port on any Hardware Devices due to its written in python. The Model First Train the Faces and after that Predict the output with more than 85%+ confidence due to its model classifier training with good algorithms so that predict with more accuracy by the help of OpenCV Module Haarcascade classifier and using numpy and pandas to fiIt is a Multi nd an pixel array of images and put operations over there.

datetime numpy opencv-contrib-python pandas pillow pytest-shutil python-csv time tk-tools

Last synced: 03 May 2026

https://github.com/sanda0/face_recognizer

opencv face recognition app

numpy opevcv pillow pyqt5 python

Last synced: 13 Apr 2026

https://github.com/fandreuz/parallel-mapped-distance-matrix

Parallel mapped distance matrix with NumPy and Numba

hacktoberfest hpc numba numpy

Last synced: 22 Feb 2026

https://github.com/sorna-fast/fraud-detection

Predicting transaction fraud using classification problems such as Guardian Boosting as well as user interfaces using Streamlite, Accuracy: 98% AUC-ROC

adaboostclassifier eda gradientboostingclassifier imblearn lgbmclassifier matplotlib-pyplot numpy pandas-dataframe pickle-file plotly-express randomforestclassifier scipy-stats seaborn-plots sklearn-library streamlit-webapp xgbclassifier

Last synced: 28 Apr 2026

https://github.com/3bdalrhmans3d/dataqualityproject

An interactive web application for data quality analysis, machine learning, and conversational AI, built with Streamlit.

data-analysis data-visualization ml numpy ollama pandas python seaborn streamlit

Last synced: 23 Feb 2026

https://github.com/surajv311/data_analysis-food_recipes_ds

Data preprocessing, cleaning, <Analysis> & plotting 📊 of Food Recipies Dataset (from Kaggle). 🐍 Libraries used: Pandas, Matplotlib, Seaborn, Plotly.📈

data-analysis kaggle-dataset matplotlib numpy pandas plotly seaborn

Last synced: 03 May 2026

https://github.com/blazer-007/movie-recommendation-system

Movie Recommendation System Project using Pandas

data-science movie-recommendation-system numpy pandas

Last synced: 03 May 2026

https://github.com/yanorei32/savacs

Senior Assisting Video & Audio Communication System

docker gtk kicad mariadb microchip-pic numpy opencv php raspberry-pi requests

Last synced: 20 Jan 2026

https://github.com/epronovost/eincheck

Tensor shape checks inspired by einstein notation

deep-learning jax numpy pytorch tensor tensorflow

Last synced: 18 Feb 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
NumPy Categories
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 51 📝 More Awesome Lists 50 ☁️ Cloud Platforms & Infrastructure 46 📋 Cheatsheets 44 📊 Data Visualization 38 📈 Dashboards & BI 36 Videos 34 🎲 Statistics & Probability 34 Web 33