Data

Tools

Indexes

Applications

Experiments

Awesome

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/amey-thakur/tsf-unsupervised-machine-learning

Task: From the given ‘Iris’ dataset, predict the optimum number of clusters and represent it visually.

amey ameythakur deep-learning kaggle kmeans machine-learning matplotlib matplotlib-pyplot numpy pandas python python3 the-sparks-foundation tsf

Last synced: 25 Jul 2025

https://github.com/ptyadana/dv-data-visualization-with-python

Data analysis and Data Visualization of Countries's GDP, Life Expectancy comparison across continents, GDP per Capita Relative Growth, Population Reative Growth comparison etc using Pandas, Matplotlib.

csdojo data-analysis data-visualization datavisualization matplotlib matplotlib-pyplot numpy pandas pluralsight python python3

Last synced: 12 Apr 2025

https://github.com/alexcj10/analyzing-amazon-sales-data

This repository is dedicated to analyzing Amazon sales data to identify trends and insights that can help improve sales strategies and performance.

amazon beautifulsoup data-analysis data-science data-visualization ecommerce machine-learning matlpotlib numpy pandas python sales skilearn

Last synced: 10 Jul 2025

https://github.com/venkat-0706/sentimental-analysis

Build a model to classify text as positive, negative, or neutral. Apply NLP techniques for preprocessing and machine learning for classification. Aim for accurate sentiment prediction on various text formats.

data-visualization feature-engineering machine-learning natural-language-processing numpy pandas python scikit-learn sentiment-detection supervised-learning text-classification text-preprocessing tokenizaiton wordcloud

Last synced: 10 Mar 2025

https://github.com/sachinl0har/data-analytics

Data Analytics in Python. Numpy, Pandas, Matplotlib, Seaborn. Still Learning...

data-analytics data-science data-visualization matplotlib numpy pandas python seaborn

Last synced: 07 Jul 2025

https://github.com/omardelarosa/nes-ai

OpenAI Gym Agents for Nintendo ROMs

agent-based-modeling ai numpy openai-gym python tensorflow

Last synced: 12 Apr 2025

https://github.com/chr5tphr/tctim

True-color terminal image visualization library with command-line interface for python

debugging image numpy python terminal true-color visualization

Last synced: 18 Mar 2025

https://github.com/siva215/frescoplay_handson

TCS Frescoplay_handson

angular2 css3 html5 java-8 numpy python3

Last synced: 03 Jul 2025

https://github.com/syrte/handy

Some handy python functions for statistics, computation and plotting (which are missed in numpy and matplotlib).

cython matplotlib numpy python scientific-computing

Last synced: 07 Aug 2025

https://github.com/normanrichardson/structuralglass

A python package for structural glass analysis.

numpy pint python

Last synced: 22 Apr 2025

https://github.com/snehilsanyal/ee521

Course webpage for EE521 Digital Signal Processors Lab 2021 IIT Guwahati

course-webpage digital-signal-processing dsp matlab matplotlib numpy python

Last synced: 13 Apr 2025

https://github.com/kmr0877/realtime-object-tracking-using-opencv

Image segmentation, feature description and object tracking form the foundation of many successful applications of computer vision. The objective of this task is for you to become familiar with these techniques and their implementation in OpenCV.

contours cv2 feature-detection feature-extraction ffmpeg ffmpeg-wrapper grayscale-images imageio imageio-framework numpy numpy-arrays numpy-library object-detection object-tracking objectmapper opencv pylab python3 shutil video-processing

Last synced: 10 Sep 2025

https://github.com/nishanthmuruganantham/duckworth-lewis-score-calculator

The Duckworth-Lewis-Stern (DLS) Method Par Score Calculator is a Django website designed to calculate the revised target score for cricket matches affected by rain or interruptions. The DLS Method is a mathematical formula used to adjust the target score based on the number of overs played, wickets lost, and available resources.

cricket cricket-analytics cricket-data cricket-score django django-project dls-method dls-score-calculator duckworth-lewis duckworth-lewis-score-calculator duckworth-lewis-stern ipl numpy numpy-interpolation python python-project vercel-deployment website

Last synced: 07 Sep 2025

https://github.com/sondosaabed/introduction-to-python-programming

Course with Udacity. Python programming fundamentals such as data structures, variables, loops, and functions. Worked with data using libraries like NumPy and Pandas.

numpy pandas python python-data-science python-data-structures

Last synced: 22 Apr 2025

https://github.com/ikergarcia1996/matrix-benchmark

A cupy (GPU) / numpy benchmark to measure how fast different hardware can perform matrix operations.

benchmark cuda cupy embedding gpu matrix numpy python word-embeddings

Last synced: 05 Oct 2025

https://github.com/kalyan4636/python-eering

PYTHON PROJECT WITH SOURCE CODE. the best Python project name is one that is descriptive, memorable, and fun for you to say. Don't be afraid to get creative and use emojis to make your project stand out! 📈

artificial-intelligence artificial-intelligence-algorithms data-science deep-learning django framework machine-learning machine-learning-algorithms numpy opencv opencv-python opensource pandas pil-tinker pillow python python-3 python-library python3

Last synced: 23 Apr 2025

https://github.com/lemonpi/multidim_indexing

Batch multidimensional indexing for pytorch

arrays batch batch-processing indexing numpy python pytorch tensor voxel-grid voxels

Last synced: 21 Jul 2025

https://github.com/shreeparab1890/fifa-wc-2022-qatar-data-analysis-eda

This is a Jupyter Notebook( iPython Notebook) with Data Analysis (EDA) on FIFA WC Qatar 2022 match data.

data-analysis data-analysis-python data-science data-visualization eda fifa matplotlib-pyplot numpy pandas plotly-express python-3

Last synced: 08 Mar 2026

https://github.com/abubakkar32/machine-learning-practice

This GitHub repository is a valuable resource for machine learning and Python enthusiasts. It includes a wide range of projects and tools, covering topics like Data Visualization, Data Analysis, ML, DL, Automation, NLP, Web Scraping, and more. Contributors are welcome to join and learn together in this supportive community. Happy coding!

automation big-data chatbot data-analysis data-visualization datastractures machine-learning mathplotlib nlp-machine-learning numpy pandas plotly pypdf2-lib pytest python3 seaborn selenium-webdriver skit-learn webscraping

Last synced: 23 Mar 2025

https://github.com/ozlerhakan/ab-test

A repo that analyzes an A/B test result of an e-commerce website.

ab-testing hypothesis-testing logistic-regression numpy pandas

Last synced: 12 Apr 2025

https://github.com/zahidrahimoon/Java-Python

Java (OOP & Basics) & Python(Basics & Numpy)

java numpy oops-in-java python

Last synced: 17 Apr 2025

https://github.com/shgopher/pythonfamily

python 知识体系，包括Python基础，Python AI， Python 爬虫，Python 脚本，Python 数据分析

beautifulsoup biopython biosppy django fastapi flask matplotlib numpy pandas pytest python3 pytorch robotframework scipy scrapy tensorflow

Last synced: 23 Oct 2025

https://github.com/0xrelogic/chaos

CHAOS Quantum Simulator: Breakthrough 20-qubit simulation with only 24MB memory. GPU-accelerated Shor's algorithm, Grover's search, QFT implementation. 1000x more efficient than traditional simulators.

collaborate cryptography cupy gpu-acceleration grover-search high-performance-computing numpy python quantum-algorithms quantum-computing quantum-fourier-transform quantum-mechanics quantum-simulation research shor-algorithm

Last synced: 10 Oct 2025

https://github.com/oriyarden/computer-vision-image-processing-object-detection-tracking-in-python-from-scratch

Video image processing computer vision to remove background and foreground for object detection and tracking in Python from scratch using only numpy arrays.

algorithms computer-vision from-scratch google-colab-notebook image-processing kernel numpy numpy-arrays object-detection object-tracking python video-processing

Last synced: 10 May 2026

https://github.com/ashvardanian/tenpack

Fast Tensors Packaging library for text, image, video, and audio data compatible with PyTorch, TensorFlow, & NumPy 🖼️🎵🎥 ➡️ 🧠

clip laion multi-modal numpy parser pytorch simd tensor tensorflow transformer

Last synced: 22 Mar 2025

https://github.com/rabiakaur2005/pythoncode

The purpose of this project is to explore and analyze Goods and Services Tax (GST) revenue data collected from Indian states across months. The analysis reveals patterns, correlations, and trends in tax revenue to help in policy-making and financial planning.

dataset eda matplotlib-pyplot numpy pandas python seaborn

Last synced: 13 May 2025

https://github.com/antz22/ml-coursera-python-solutions

In-depth explanations for solutions to python problem sets (@dibgerge) of Andrew Ng's Machine Learning course.

andrew-ng coursera deep-learning jupyter-notebook machine-learning numpy python scipy solutions tutorial

Last synced: 16 May 2025

https://github.com/maxkapur/param_tools

Integrate and generate random points over parametric curves and surfaces.

integration numerical-methods numpy python

Last synced: 12 Jun 2025

https://github.com/zahidrahimoon/java-python

Java (OOP & Basics) & Python(Basics & Numpy)

java numpy oops-in-java python

Last synced: 23 Apr 2025

https://github.com/brianchevalier/matrix-compare

A comparison of linear algebra in different languages and how to translate between them

clojure linear-algebra matlab matrix numpy

Last synced: 09 Apr 2025

https://github.com/shivamgupta92/analysis-of-market-trends-using-deep-learning

Analysis of market trend using Deep Learning is project that forecasts stock prices using historical data and ML models. Leveraging data collection, feature engineering, and model training. Primarily designed for the Indian stock market, it is adaptable for international markets, providing valuable insights for investors and analysts.

deep-neural-networks keras mysql numpy pandas python3 scikit-learn-api tensorflow time-series-analysis yfinance-api

Last synced: 06 Oct 2025

https://github.com/imharshag/statistics-python

Statistics Python is designed for students studying in JSS Science and Technology University of Statistics Laboratory (20IS67L).

jupyter-notebook matplotlib numpy pandas python seaborn statistics

Last synced: 23 Apr 2025

https://github.com/th-rpy/jackson_job_shop_scheduling

PyJackson:Implementation of a mathematical model in Python to solve an assignment problem in Job Shop environments. With its respective Gantt chart.

cookiecutter job-scheduler json-file numpy optimisation-algorithms oriented-object-programming python python-package reportlab

Last synced: 23 Apr 2025

https://github.com/amanbig/introver-extrovert

A full-stack web application that predicts personality type (introvert, extrovert, or ambivert) using AI/ML models. Built with Next.js (frontend) and Python FastAPI (backend).

fastapi logistic-regression nextjs numpy pandas sckiit-learn shadcn-ui

Last synced: 08 Apr 2026

https://github.com/dataship/python-dataship

Lightweight tools for reading, writing and storing data, locally and over the internet for python

column-store data-science machine-learning numpy pandas

Last synced: 23 Apr 2025

https://github.com/dthung1602/networkvisualization

A tool to visualize computer networks

igraph matplotlib network-visualization numpy pyqt5

Last synced: 25 Jul 2025

https://github.com/sanjinkurelic/flaskalpr

Flask ALPR is a web service for automatic license plate recognition (ALPR). The web service is written in Python using Flask for REST API and OpenCV with PyTesseract for plate recognition. The service offers two REST API-s, one for checking if licence plate is detected and one for detecting licence plate from camera image. All detected licence plates are automatically stored in a SQLite database using the SQLAlchemy library.

alpr flask flask-sqlalchemy imutils numpy opencv opencv-python pytesseract pytesseract-ocr python-dateutil python-ocr sqlalchemy sqlite-python sqlite3 tesseract tesseract-ocr

Last synced: 09 Apr 2025

https://github.com/nikoshet/new-york-city-taxi-fare-prediction-machine-learning

Project for course 'Machine Learning' for M.Sc. 'Data Science and Machine Learning' in NTUA

data-science keras-tensorflow machine-learning numpy pandas python

Last synced: 12 Sep 2025

https://github.com/nsembleai/nsvision

nsvision is the image data pre and post processing and data augmentation library. It provides utilities for working with image data.

data-science docker image image-classification image-manipulation image-processing jupyter library normalization numpy object-detection opencv opencv-python pillow python python-3 python-library python3 reduce-image-dimensions split-data

Last synced: 22 Feb 2026

https://github.com/russelwebber/xlslim-code-samples

Working examples showing how to use Python from Excel using xlSlim

excel kafka numpy pandas python streaming vba

Last synced: 06 May 2026

https://github.com/alejoduarte23/ssi-cov

The SSICOV is a system identification method for structural health monitoring (SHM) using Stochastic Subspace Identification (SSI). It processes acceleration data to extract modal parameters of a structure.

matplotlib modal-analysis numpy scikit-learn scipy signal-processing system-identification

Last synced: 12 Apr 2025

https://github.com/datumbrain/npy

Numpy file reader/writer library in Go.

go go-library golang library numpy

Last synced: 29 Apr 2026

https://github.com/sam120204/fin4all

Fin4All is an all-in-one investment assistant that democratizes access to real-time stock analysis, sentiment-driven insights, and personalized investment recommendations for investors of all experience levels.

agents django docker embeddings fingpt finhub fintech fintech-app google-cloud langchain llm matplotlib mongodb numpy openai stock stock-market streamlit vader-sentiment-analysis yahoo-finance

Last synced: 11 Jun 2025

https://github.com/nomissbowling/pyob

Python PyObject wrapper for C++ matplotlib numpy wx etc

cplusplus cpp cpp-wrapper matplotlib numpy pyobject python python-cpp-wrapper wrapper wx wxpython

Last synced: 10 Apr 2025

https://github.com/talha1503/hog-numpy

Numpy Implementation of classic computer vision feature extraction algorithm.

hog hog-features numpy

Last synced: 18 Jun 2025

https://github.com/bydevmar/bydevmar__youtube

Your one-stop repository for BYDEVMAR's educational content. Access exam corrections, practical work, tutorials, and courses to boost your understanding. Subscribe to BYDEVMAR on YouTube for in-depth learning.

cplusplus csharp git github java javascript matplotlib mongodb mysql numpy oracle php postgresql python pytorch scikit-learn seaborn sqlite tensorflow

Last synced: 05 May 2025

https://github.com/ntthanh2603/crawl-analysis-data-facebook

📊 Project: Analysis & Data Crawling for Two Football Pages – Manchester United & Liverpool FC ⚽🔍

ana crawler facebook-tools jupyter-notebook numpy pandas selenium

Last synced: 26 Jun 2025

https://github.com/geoscienceaustralia/bal

Bushfire Attack Level Toolbox - An ESRI ArcGIS toolbox to calculate severity of exposure to bushfire attack

arctoolbox bushfire numpy python spatial-analysis

Last synced: 13 Apr 2025

https://github.com/memgonzales/pisa-2018-analysis

Jupyter notebook presenting the process of data preparation, research question formulation, data analysis, and data modeling with the goal of extracting insights from the 2018 PISA Dataset

data-cleaning data-modeling data-science data-visualization exploratory-data-analysis jupyter-notebook matplotlib numpy oecd-data pandas pisa scipy statistical-inference

Last synced: 13 Jun 2025

https://github.com/ul-mds/gecko

Python library for the generation and mutation of realistic personal identification data at scale

data-science numpy pandas python record-linkage

Last synced: 24 Apr 2025

https://github.com/suyashmore/tinyneuralnet

Simple Neural Network Library Built-in Python using Numpy

colab-notebook deep-learning machine-learning neural-network numpy

Last synced: 29 Apr 2025

https://github.com/zgana/histlite

A somewhat "lite" histogram library

histograms matplotlib numpy plotting scipy statistics

Last synced: 12 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: 07 Apr 2026

https://github.com/matsjfunke/feedforward-neural-network-from-scratch

Fully Connected Neural Network (FCNN) from scratch in python & Notes to aid understanding the workings of neural networks

backpropagation forward-propagation gradient-descent mnist neural-network numpy pandas python

Last synced: 10 Apr 2025

https://github.com/surajv311/udemy_course_resources

List of course resources from my Udemy Course : "Numpy for Data Science" 2020

arrays data-science numpy numpy-tutorial python3 udemy udemy-course

Last synced: 16 May 2025

https://github.com/mgautam98/chitrapy

Mini Image Processing Library in Python with JIT Compiler for Fast computation.

hacktoberfest image-processing numba numpy python3

Last synced: 23 Apr 2025

https://github.com/bjpcjp/python-data-science-handbook

Sourced from O'Reilly ebook of the same name.

matplotlib numpy pandas python scikit-learn seaborn

Last synced: 09 May 2025

https://github.com/gjjvdburg/numpy_c_extension

Skeleton Python Package for linking a C/C++ library as a NumPy Extension

c c-library cpp extension linking numpy python python-numpy python-wrapper skeleton

Last synced: 09 Oct 2025

https://github.com/sophiaas/simple-neural-nets

Learn to build neural networks from scratch, simply. No autograd, no deep learning libraries - just numpy.

convolutional-neural-networks deep-learning deep-neural-networks neural-networks neural-networks-from-scratch numpy recurrent-neural-networks

Last synced: 23 Sep 2025

https://github.com/kylebarron/pyflatbush

A Cython port of Flatbush for fast, static 2D spatial indexing

cython geospatial hilbert-curve numpy space-filling-curves spatial-index

Last synced: 06 Sep 2025

https://github.com/hrishibawane/npjs-basic

A numpy-like npm package for mathematical array functions and manipulations for js

array-manipulations npm-package numpy

Last synced: 23 Aug 2025

https://github.com/ycc789741ycc/hog-bgr-with-visualization

HOG feature descriptor, the kind of feature transform before we put our image into SVM. This repository also provides hog visualization both before and after doing block normalization.

computer-vision hog-features hog-features-extraction numpy opencv python

Last synced: 20 Jul 2025

https://github.com/canbula/datascience

Repository for Data Science course given by Assoc. Prof. Dr. Bora Canbula at Computer Engineering Department of Manisa Celal Bayar University.

data-science machine-learning matplotlib numpy pandas python python3 scikit-learn seaborn

Last synced: 04 Apr 2026

https://github.com/jayantgoel001/basic-webmap

Basic Web Map using Folium to plot volcanoes and US cities population.

folium numpy pandas webmap

Last synced: 17 Mar 2026

https://github.com/davidbrochart/bundle

FPGA-accelerated array computing

fpga numpy python vhdl xilinx

Last synced: 28 Oct 2025

https://github.com/rec/wavemap

🌊 mmap massive audio files as numpy 🌊

audio-processing numpy wav

Last synced: 09 May 2026

https://github.com/SebastianSchmidl/pyonlinesvr

Python-Wrapper for Francesco Parrella's OnlineSVR C++ implementation with scikit-learn-compatible interface.

cpp machine-learning numpy online onlinesvr python python3 scikit-learn streaming-algorithms svr

Last synced: 26 Oct 2025

https://github.com/lckr/pykrlst

Kernel Recursive Least Squares Tracker in Python

gaussian-processes krls numpy online-gaussian-process python

Last synced: 13 Mar 2026

https://github.com/lobis/lecroy-scope

lecroyscope is an unofficial Python package 🐍📦 to interface with Teledyne LeCroy oscilloscopes and read binary trace files (.trc)

instrumentation lecroy numpy oscilloscope parser python trc vxi11

Last synced: 13 Oct 2025

https://github.com/giacomogaglione/medical-thesis-notebooks

Collection of personal Python Notebooks for Medical Thesis Statistics

covid-19 jupyter-notebooks mann-whitney matplotlib medicine numpy pandas plotly python statistics

Last synced: 22 Apr 2025

https://github.com/tencentarc/arcvis

Visualization of 3d and 2d components interactively.

3d numpy plotly pytorch visualization

Last synced: 22 Jul 2025

https://github.com/maxzaikin/tgb-microsuite

TgramBuddy: A Python Telegram bot solution leveraging aiogram, OOP, and efficient dependency management with uv, containerized by Docker.

aiogram aiogram-bot alembic asyncio dependency-injection docker llama-index llamacpp nodejs npm numpy opencv-python python react redis sqlalchemy-orm telegram-bot telegram-bot-api uv vite

Last synced: 03 Jul 2025

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

Developed an AI-based system to control the mouse cursor using Python and OpenCV with the real-time camera.

autopy mediapipe numpy opencv

Last synced: 09 May 2025

https://github.com/ys-sudo/image2sound

Image to Sound Converter Project - python desktop GUI app.

numpy pil pyaudio pyqt-gui pyqt5 pyqt5-desktop-application pyqtgraph python3 wave

Last synced: 15 Apr 2025

https://github.com/linkml/linkml-arrays

Support for loading and dumping N-dimensional arrays in LinkML.

arrays hdmf linked-data linkml multidimensional-arrays numpy zarr

Last synced: 23 Apr 2025

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 52 📝 More Awesome Lists 50 ☁️ Cloud Platforms & Infrastructure 46 📋 Cheatsheets 44 📊 Data Visualization 38 📈 Dashboards & BI 37 🎲 Statistics & Probability 34 Videos 34 🚀 MLOps 31