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/nafisalawalidris/911-call-analysis

The 911 Call Analysis project explores and visualises emergency call data to uncover patterns and trends. It includes data preparation, exploratory analysis, visualizing call volume and reasons and generating heatmaps. Users can customize the code for their dataset. The project relies on libraries like Pandas, NumPy, Matplotlib, Seaborn, and SciPy

cluster-analysis data-analysis data-visualization decision-making emergency-calls emergency-services exploratory-data-analysis heatmaps matplotlib numpy pandas patterns-and-trends resource-allocation scipy seaborn

Last synced: 26 Jun 2025

https://github.com/justinlubin/cobbler

Refactor programs to use library functions

elm numpy program-synthesis python refactoring

Last synced: 13 May 2025

https://github.com/rmitsch/docker-alpine-python-nlp

alpine-based dockerfile with python, openblas, numpy (linked against openblas), gensim, spacy, nltk and pattern.

alpine dockerfile gensim nlp numpy openblas python

Last synced: 23 Apr 2025

https://github.com/fabianacampanari/iris-dataanalysis-seaborn-

🌸 The provided code snippet is a Python script that uses matplotlib to plot the numerical and exact derivatives of a function f4 over a range of values. The script generates a sequence of values x from -5 to 5, calculates the derivatives using two different methods, and then plots the results for comparison.

iris-dataset jupyter-notebook machine-learning matplotlib numpy pandas pyplot python-lambda python3 scikit-learn seaborn seaborn-plots

Last synced: 12 Sep 2025

https://github.com/milesgranger/lumber-jack

High performance & light weight alternative to Pandas with ML focused tooling. (Work in progress x100!)

cython data-mining dataframe datamanipulation datascience numpy pandas python python3 rust series

Last synced: 26 Oct 2025

https://github.com/andreypomortsev/yndx-python-handbook

100% test-covered solutions for the Yandex Python Basics tasks with configured CI

algorithms ci coverage discrete-mathematics flake8 github-actions math numpy pandas poetry pytest python-tutorial python3 requests

Last synced: 22 Apr 2025

https://github.com/si-ja/machine-learning---educational-material

This repository is focused on providing educational material to those who start learning Machine Learning with python. [Many things I learn myself as I provide material for education, therefore the repository is of an altruistic character; have fun learning new things!]

ascii ascii-art classes classes-and-objects cv2 education educational keras keras-tensorflow knn knn-classification machine-learning machine-learning-algorithms markov-chain numpy oop pandas sklearn teaching teaching-materials

Last synced: 14 Apr 2025

https://github.com/pawelgoj/envelope-for-qe-ph-calculations

Crate envelopes for IR and Raman spectra calculated by PHonon from Quantum Espresso.

appium data-analysis matplotlib numpy pytest python quantum-chemistry scipy spetroscopy tkinter-gui tkinter-python

Last synced: 22 Apr 2025

https://github.com/syamkakarla98/image-kit

A python package for image processing.

image-analysis image-processing numpy pillow python scipy

Last synced: 11 Apr 2025

https://github.com/atomiechen/matsense

A toolkit for matrix sensor data processing 阵列传感器数据处理工具库

matplotlib numpy pypi python

Last synced: 12 May 2025

https://github.com/aadityapanda/street_fighter

This project is a Clone of the Street Fighter Game. It has been developed in Python programming language, using the Pygame library.

fighting-game game-development numpy opencv-python pygame python street-fighter streetfighterpygame two-player

Last synced: 15 Apr 2025

https://github.com/raghavendranhp/resume_screening

this project utilizes Python for the screening of resumes. It involves data cleaning, visualization, and machine learning techniques to categorize resumes into different job categories.The project achieves high accuracy using a machine learning algorithm, showcasing its effectiveness in automating the resume screening process.

kneighborsclassifier multinomial-naive-bayes naive-bayes numpy onevsrestclassifier pandas regular-expressions seaborn

Last synced: 20 Jun 2025

https://github.com/ulf1/numpy-fracdiff

Fractional differentiation as numpy function

differences differentiation fractional fractional-differencing numpy

Last synced: 28 Oct 2025

https://github.com/sahq-azhar/python-image_processing

Image Processing using Python. Main libraries involved OpenCV, Numpy, RPI.

image-processing imageprocessing numpy open-source opencv python python-library python2 python3 raspberry-pi

Last synced: 15 Apr 2025

https://github.com/xatmassacre/compose_nba_trading_cards

use python to compose NBA trading cards

nba numpy pillow python

Last synced: 31 Aug 2025

https://github.com/sayakpaul/applied-data-science-w-python-specialization

Contains my assignments, guiding notebooks (provided as the course materials) and the datasets.

data-science matplotlib numpy pandas python3 scipy scipy-stack

Last synced: 12 May 2025

https://github.com/mycarta/t21-hack-footprint

Repo for the TRANSFORM 2021 Hackathon project on seismic acquisition footprint noise filtering

dask fft fft2 filter footprint geophysics hack holoviews interactive-visualizations noise-reduction numpy panel seismic-data swung-t21 xarray

Last synced: 16 Mar 2025

https://github.com/ahmedukamel/instant-ai

This repository contains the diploma information, content, tasks, projects, and solutions.

artificial-intelligence data-science deep-learning machine-learning mathematics matplotlib numpy pandas python webscrapping

Last synced: 19 Oct 2025

https://github.com/vasulab/rgfrosh

A frozen shock solver for ideal and real gas equations of state.

equation-of-state ideal-gas numpy python real-gas shock-tube

Last synced: 28 Oct 2025

https://github.com/neo-mashiro/mri

3D volumetric medical image analysis without OpenCV.

cnn-keras matplotlib mri numpy opencv3 python tutorial

Last synced: 10 Apr 2025

https://github.com/lasithaamarasinghe/hand-gesture-math-solver

This project demonstrates a real-time hand gesture recognition system using Python, OpenCV, and Gemini AI by Google.

computer-vision cvzone gemini-ai hand-recognition numpy opencv pillow python visual-studio-code

Last synced: 04 Sep 2025

https://github.com/zeta611/cycloidgen

Draws cycloids on parametrized curves

cycloid cycloidal geometry math matplotlib numpy python

Last synced: 30 Aug 2025

https://github.com/pythondeveloper6/matplotlib-for-beginners

how to visualize your data using matplotlib

data-analysis matplotlib numpy pandas python visualization

Last synced: 11 Apr 2025

https://github.com/khaledashrafh/dt-banknote-authenticator

This Python code utilizes the decision tree algorithm from the scikit-learn library to perform banknote authentication. The code aims to analyze the impact of different train-test split ratios and training set sizes on the accuracy and size of the learned decision tree.

banknote-authentication decision-tree decision-tree-classifier dt machine-learning matplotlib-pyplot models numpy pandas plotting sklearn

Last synced: 17 Oct 2025

https://github.com/amirsmart/simple-word-search-ai

this is a solver bot(ai) for simple word search game using python opencv(cv2) and numpy

ai game numpy opencv opencv-python python python2 python3 scipy

Last synced: 19 Apr 2025

https://github.com/erikdelange/neural-networks-in-numpy

How to define, train and use a neural network using only numpy.

machine-learning numpy python

Last synced: 19 Apr 2025

https://github.com/hazem-alabiad/automated-essay-grading-system

This is a system that automatically grades essays built using Machine Learning (ML), Deep Learning (DL), Natural Language Processing (NLP) techniques with the help of many libraries and tools e.g. scikit-learn, Keras, Seaborn, Gensim, NLTK, Ploty, Numpy, Pandas.

deep-learning gensim-word2vec keras keras-neural-networks machine-learning natural-language-processing numpy pandas python scikit-learn seaborn

Last synced: 14 Aug 2025

https://github.com/abhishekmali21/human-skin-detection-using-different-color-spaces

Designed and Created a Human Skin Detection Model to identify skin present in an image using color spaces such as RGB, HSV & YCbCr in achieving higher accuracy.

color-space easygui flask flask-cors hsv image-processing mask-image numpy opencv rgb skin-detection tkinter webbrowser ycbcr

Last synced: 12 Oct 2025

https://github.com/sabyasachi-seal/facemaskdetector

This Detects if you are wearing a face mask or not.

ai face-detection facemask-detection json ml numpy opencv opencv-python

Last synced: 19 Apr 2025

https://github.com/jayantgoel001/plotter

A Project in which you can have data visualization of any data.

cufflinks data-visualization numpy pandas plot plotly

Last synced: 02 May 2025

https://github.com/madhavjivrajani/lfsr-encryption

Encryption using shift register based random number generators

encyption image-encryption lfsr linear-algebra numpy

Last synced: 17 Mar 2025

https://github.com/staticf0x/daylio-stats

A Django web app to generate stats from Daylio exports

django matplotlib numpy python

Last synced: 11 Apr 2025

https://github.com/34j/types-array-api

Autogenerated types for array-api-compat and array API - IDE friendly. `pip install types-array-api` and ready to go!

array-api array-api-typing jax mypy mypy-stubs numpy python pytorch type-stubs typing

Last synced: 11 Oct 2025

https://github.com/rhythmusbyte/sign-language-to-speech

Real-time ASL interpreter using OpenCV and TensorFlow/Keras for hand gesture recognition. Features custom hand tracking, image preprocessing, and gesture classification to translate American Sign Language into text and speech output. Built with accessibility in mind.

asl assistive-technology cv2 hand-tracking handdetection image-classification image-processing keras machine-learning mediapipe numpy opencv python real-time-detection real-time-recognition sign-language tensorflow

Last synced: 04 Apr 2025

https://github.com/rasyosef/splade-index

Fast search index for SPLADE sparse retrieval models implemented in Python using Numpy and Numba

information-retrieval numba numpy python retrieval search search-index sentence-transformers sparse-embedding sparse-retrieval splade

Last synced: 24 Sep 2025

https://github.com/nikbarb810/pattern-recognition

Basic pattern recognition algorithms implemented in Python

data-science ipynb-jupyter-notebook matplotlib numpy pattern-recognition python

Last synced: 05 May 2025

https://github.com/perimosocordiae/sparray

Sparse arrays for Python

numpy python sparse

Last synced: 17 Mar 2025

https://github.com/aqafridi/data-analytics-specialization

In this Specialization of Data Analytics we will use systematic computational analysis of data or statistics using Python. (rarely Excel or Cognos)

beautifulsoup cognos-dashboard data-science data-visualization excel numpy pandas python sql

Last synced: 21 Sep 2025

https://github.com/manasvigoyal/enron-classification

Exploratory Analysis of Enron Dataset and Classification using multiple algorithms

classification email-classifier enron-dataset jupyter-notebook machine-learning numpy pandas python scikit-learn

Last synced: 09 Apr 2025

https://github.com/yaricom/english-article-correction

The experiment with applying NLP to correction of definite/indefinite articles in English text corpus

data-analysis glove-vectors nlp nlp-machine-learning numpy pandas scikit-learn umbc-webbase-corpus

Last synced: 05 Apr 2025

https://github.com/gahogg/machine-learning-pokemon

This program uses genetic algorithms and artificial intelligence to build the best Pokemon team.

genetic-algorithm machine-learning numpy python

Last synced: 23 Aug 2025

https://github.com/rafaykhattak/neural-network-from-scratch

A simple neural network implementation from scratch using only NumPy for numerical computations.

deep-neural-networks image-classification neural-network numpy

Last synced: 19 Sep 2025

https://github.com/ranjan2104/object-detection-opencv

OpenCV is the huge open-source library for computer vision, machine learning, and image processing and now it plays a major role in real-time operation which is very important in today’s systems. By using it, one can process images and videos to identify objects, faces, or even the handwriting of a human. Object Detection is a computer technology related to computer vision, image processing, and deep learning that deals with detecting instances of objects in images and videos. We will do object detection in this article using something known as haar cascades.

cosmosdb math numpy opencv python3

Last synced: 17 Apr 2025

https://github.com/zongxr/8th-national-ai-training-competition

第八届全国职工职业技能大赛人工智能训练师赛项

gemma-2b machine-learning matplotlib numpy pandas python scikit-learn seaborn transformers yolov8

Last synced: 09 May 2025

https://github.com/sonatipek/socketio-data-visualization

The identified data was made meaningful using Pandas and Numpy. Python and JS codes were communicated via Socket.io and this meaningful data was visualized with Apache ECharts.

apache-echarts bootstrap5 data-visualization echarts javascript numpy pandas python socket socket-io sonatipek

Last synced: 26 Jul 2025

https://github.com/mierune/csmap-py

CSMap generator with few dependencies

csmap numpy python raster rasterio terrain

Last synced: 26 Jul 2025

https://github.com/vectominist/face-image-morphing

🧒🏻👨🏼👱🏾‍♀️👶🏻 Face Image Morphing: an OpenCV and NumPy Implementation

computer-graphics computer-vision dlib image-metamorphosis image-processing morphing numpy opencv

Last synced: 26 Jul 2025

https://github.com/RatulMaharaj/predictable

A framework for actuarial modelling.

actuarial cashflows modelling-framework numpy pandas python

Last synced: 29 Jul 2025

https://github.com/dtcooper/python-dispmanx

Python Wrapper for the Raspberry Pi's Dispmanx API

ctypes dispmanx numpy pillow pycairo pygame python raspberry-pi

Last synced: 26 Mar 2025

https://github.com/ironicyash/ml-learning-journey

Machine learning core structure

machine-learning metaploit numpy pandas python3

Last synced: 05 Nov 2025

https://github.com/inspiaaa/2d-dft-visualisation

An interactive app that visualises how a 2D discrete Fourier Transform (DFT) works

2d dft discrete-fourier-transform fft image-processing matplotlib numpy python

Last synced: 19 Sep 2025

https://github.com/dilkushsingh/data-science

I shall be uploading all the notebooks and learning material in this repo for Data Science.

matplotlib numpy pandas plotly python seaborn

Last synced: 16 Sep 2025

https://github.com/kecnry/distl

Simplified and Condensed Distributions

distributions numpy python

Last synced: 13 Apr 2025

https://github.com/cdeil/multinorm

Multivariate Normal Distributions from Python

covariance distribution fit gaussian humans multivariate numpy python statistics

Last synced: 22 Mar 2025

https://github.com/abhiphile/fermat-mcp

🚀 Fermat MCP: The Ultimate Math Engine - Unifying SymPy, NumPy & Matplotlib in one powerful server! Perfect for devs & researchers.

mathematics matplotlib mcp mcp-server numerical-computation numpy symbolic-computation sympy

Last synced: 12 Dec 2025

https://github.com/drreetusharma/knowledge-graph-platform

Developing a modular platform for integrating knowledge graphs in drug discovery. This platform aims to enhance data sharing and analysis by incorporating various data sources, facilitating efficient data management and retrieval. Key features include data ingestion scripts, tools for graph construction and updates, predefined query templates

numpy pandas pytorch scikitlearn-machine-learning scipy tensorflow

Last synced: 30 Oct 2025

https://github.com/jesussantana/ibm-data-analysis-with-python-da0101en

This course will take you from the basics of Python to exploring many different types of data.

anova correlation data-analysis model-evaluation numpy pandas prepare-data python regression-models statistics

Last synced: 17 Jul 2025

https://github.com/chocochip101/video-feature-extractor

Video Extractor to h5 File Format

cnn h5 h5py numpy video-features

Last synced: 14 Apr 2025

https://github.com/aqafridi/data-science-specialization

All the technique used by data scientist from Data Wrangling to Visualization. This data science specialization is organized in beginner to Advanced order.

beutifulsoup cognos-dashboard dash excel matplotlib numpy pandas plotly python sql

Last synced: 10 Apr 2025

https://github.com/smilu97/py-miniflow

micro-implementation of tensorflow-like utilities

educational machine-learning numpy pyplot python3 tensorflow tutorial

Last synced: 10 Sep 2025

https://github.com/vidhi1290/cyclegan-implementation-for-image-to-image-translation

🖼️ Our CycleGAN Implementation for Image-to-Image Translation project leverages PyTorch to seamlessly transform images between domains, all without paired examples. With a keen focus on innovation and effectiveness, we've explored CycleGAN's capabilities across various domains. Join us as we delve into the world of image translation technology! 🚀

artificial-intelligence cycle-gan deep-learning deep-neural-networks gan github-config machine-learning numpy pillow python pytorch torchvision unsupervised-learning

Last synced: 15 Apr 2025

https://github.com/matt-graham/symnum

Symbolically construct NumPy functions and their derivatives

derivatives numpy sympy

Last synced: 27 Jun 2025

https://github.com/strcoder4007/covid-19-deep-learning

Detecting COVID-19 using X-ray Images, CT Scans and Deep Learning

kaggle-xray-dataset keras numpy sklearn tensorflow

Last synced: 01 May 2025

https://github.com/akash-peace/ar-video

AR Video project objective is to make a Augmented Reality based virtual video.

aruco hologram numpy opencv-contrib pypi python3

Last synced: 06 Apr 2025

https://github.com/alejo1630/truss_solver

This Python code solves any 2D truss structure using the joints method

linalg numpy python truss truss-solver

Last synced: 04 Sep 2025

https://github.com/eyuuab/frame_level_video_forgery_detaction

A Python project for detecting video tampering using frame difference analysis with OpenCV and NumPy. Includes anomaly detection and visualization tools.

computer-vision frame-difference numpy opencv tampering-detection

Last synced: 23 Apr 2025

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