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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/tawssie/zmpy3d

Python implementation of 3D Zernike moments with NumPy

3d-zernike numpy protein-structure python structural-bioinformatics superposition zernike-moments

Last synced: 15 Apr 2025

https://github.com/jwest951227/plantai

This project is an approach to the development of plant disease recognition model, based on leaf image classification, by the use of deep convolutional networks. The developed model is able to recognize 38 different types of plant diseases out of of 14 different plants with the ability to distinguish plant leaves from their surroundings.

flask matplotlib numpy pandas pil torch torchvision tqdm

Last synced: 18 Apr 2025

https://github.com/zgbjgg/kaa

KAA - support to execute jun tasks using protocol buffers

dataframe elixir erlang jun numpy pandas plotly proto-messages protocol-buffers python

Last synced: 12 Apr 2025

https://github.com/gagolews/analiza_danych_w_jezyku_python

M. Gągolewski, M. Bartoszuk, A. Cena, Przetwarzanie i analiza danych w języku Python, PWN, 2016

data-science matplotlib numpy pandas polski python scikit-learn

Last synced: 14 Jul 2025

https://github.com/cbueth/infomeasure

Python package for calculating various information measures, including entropy, mutual information, transfer entropy, and more, with support for both discrete and continuous variables.

complex-networks conditional-probability data-science entropy entropy-measures information-theory machine-learning mathematical-modelling mutual-information numpy physics research statistical-analysis transfer-entropy

Last synced: 25 Aug 2025

https://github.com/denis-bz/intergrid

Interpolate data given on an N-d box grid, uniform or non-uniform, using numpy and scipy

box-grids interpolate-data numpy rectangular-grids scipy spline-interpolation

Last synced: 12 Apr 2025

https://github.com/alexioannides/bodywork-mlops-demo

Demonstrating how Bodywork can be used to deploy a simulation of the lifecycle of a train-and-serve ML pipeline, responding to new data undergoing concept drift.

aws data-science docker kubernetes machine-learning mlops numpy python scikit-learn

Last synced: 29 Oct 2025

https://github.com/isala404/r2d2

Line Following Robot Powered By OpenCV and Machine Learing

ai linefollower machine-learing numpy opencv python3 rasberrypi scikit-learn tensorflow

Last synced: 07 Sep 2025

https://github.com/prashantkoirala465/sign2text-nepali-sign-language-to-text-translation

Welcome to Sign2Text! 🎉 This innovative project translates Nepali Sign Language (NSL) into text. Developed for a hackathon challenge, this solution combines machine learning, computer vision, and web technologies to deliver Nepali sign language translations.

keras-tensorflow nextjs numpy opencv python reactjs tailwind-css tailwindcss tensorflow typescript

Last synced: 28 Aug 2025

https://github.com/sondosaabed/nics-firearm-background-checks-investigation

🔫 The data comes from the FBI's National Instant Criminal Background Check System. The NICS is used by to determine whether a prospective buyer is eligible to buy firearms or explosives. 🔫

census-data criminal-background data-analyst-nanodegree data-science data-wrangling data-wrangling-data-vis data-wrangling-data-visualisation fbi matplotlib nanodegree numpy pandas python storytelling-with-data usa

Last synced: 01 Jul 2025

https://github.com/qucontrol/newtonprop

Python reference implementation of the Newton propagator for quantum dynamics

krylov numerical-methods numpy quantum-mechanics solver

Last synced: 27 Oct 2025

https://github.com/kaustubhgupta/technocolab-final-project

Final project made during my internship in Technocolabs.

css flask html numpy pandas project python seaborn sklearn

Last synced: 01 Jul 2025

https://github.com/prakharchoudhary/mlworld

A collection of simple machine learning projects, that got me started in this wonderful domain!

classification clustering iris-dataset keras-neural-networks knn machine-learning neural-networks numpy pandas python scikit-learn

Last synced: 09 Apr 2025

https://github.com/acai66/qwen2.5_numpy

使用numpy实现DeepSeek-R1-Distill-Qwen-1.5B的推理过程，易于学习LLM推理与移植到其它编程语言加速。 Implementing the inference process of DeepSeek-R1-Distill-Qwen-1.5B using numpy, making it easy to learn LLM (Large Language Model) inference and to port to other programming languages for acceleration.

deepseek deepseek-r1 llama-cpp llm-inference numpy qwen qwen2

Last synced: 22 Apr 2025

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

🚀 This repository have an Data Science docs in JupyterNote. Using python-3 while learning about material DS.

big-data data-science image-processing matplotlib-pyplot numpy opencv pandas python3 scatter scipy

Last synced: 19 Apr 2025

https://github.com/shenxiangzhuang/oh-pytorch

The PyTorch solutions for numpy-100 exercises.

exercises jupyter-notebook numpy practice pytorch pytorch-practice

Last synced: 04 Jul 2025

https://github.com/mrankitgupta/python-libraries-roadmap

I am sharing lessons in various Python Libraries from scratch to intermediate including practice sets which were useful into my journey of Data Science.

66daysofdata ai analytics ankitgupta artificial-intelligence data-science data-visualization libraries library machine-learning matplotlib mrankitgupta numpy pandas python python-libraries python-library pythonlib scikit-learn tensorflow

Last synced: 22 Apr 2025

https://github.com/imharshag/django-based-blogging-site

Developed a robust blogging platform using Django, integrating responsive design principles to ensure optimal user experience across devices.

blogging-platform bootstrap django django-framework djangoadmin froala-editor html numpy pandas pillow python

Last synced: 23 Apr 2025

https://github.com/jwest951227/emotiondetect

Humans are used to non verbal communication. The emotions expressed increases the clarity of any thoughts and ideas. It becoms quite interesting when a computer can capture this complex feature of humans, ie emotions. This topic talks about building a model which can detect an emotion from an image.

keras matplotlib numpy opencv pandas tensorflow

Last synced: 21 Jun 2025

https://github.com/ahmed-maher77/wind-turbine-power-prediction-app-using-machine-learning

"Wind Power Predictor" is a machine learning project that forecasts turbine output using real-time data from Turkish wind farms. Its web app interface offers convenient access to predictions, enabling informed decisions for maximizing energy production and advancing renewable energy usage.

ai catboost data-analysis data-science flask html-css-javascript javascript machine-learning matplotlib numpy pandas predictive-modeling pwa python sklearn web web-development wind wind-turbine wind-turbine-operational-optimization

Last synced: 10 Apr 2025

https://github.com/csfelix/python-stenography

🐍 Simple Python script to make Stenography in Images 🐍

cv2 image-stenography numpy opencv opencv-python python stenography

Last synced: 28 Apr 2025

https://github.com/tanishq-ctrl/consumer-personality-analysis

This project focuses on analyzing customer behavior and spending patterns using a comprehensive dataset. Through advanced data visualization and analysis techniques, we aim to uncover actionable insights to improve marketing strategies, optimize product targeting, and enhance customer engagement.

dataanalysis dataanalytics matplotlib numpy pandas python seaborn

Last synced: 14 Jun 2025

https://github.com/ahmad-masud/quant-market-predictor

📈 Quant Market Predictor is a Python tool designed to predict stock prices from the NASDAQ

altair linear-regression machine-learning numpy pandas prediction python skicit-learn stock-market stock-price-prediction stocks streamlit volatility

Last synced: 03 Nov 2025

https://github.com/gunhochoi/kind_tensorflow_tutorial

친절한 한글 설명과 함께하는 텐서플로우 튜토리얼입니다!

korean numpy tensorflow tensorflow-tutorial

Last synced: 30 Jul 2025

https://github.com/talha1503/word2vec

Word2Vec implementation(skip-gram model) using numpy and nltk.

nlp nltk numpy python word2vec

Last synced: 18 Jun 2025

https://github.com/10zinten/food-image-classifier

Django application to generate food ingredients from food image using fine-tuned ResNet50

django food-classification keras notebook numpy pandas python resnet-50 tensorflow

Last synced: 28 Jun 2025

https://github.com/abhifuturetech/eda-rollercoaster

This repository contains an exploratory data analysis (EDA) project focused on roller coasters. The project involved organizing, cleaning, and visualizing the data to gain insights into roller coasters' characteristics and performance.

data-cleaning data-visualization mathplotlib mysql-database numpy python seaborn

Last synced: 10 Aug 2025

https://github.com/minnukota381/flask-ocr-app

A web application that allows users to upload an image and convert it to text using Optical Character Recognition (OCR) technology. This application supports user authentication and provides a user-friendly interface for image uploads and text extraction.

css3 easyocr flask gunicorn html5 javascript jinja2 ninja numpy ocr-python pillow-library scipy sqlite3 torch torchvision werkzeug

Last synced: 04 Aug 2025

https://github.com/alrza2003/binancetrader

AI-powered trading bot using Python, pandas, scikit-learn, NumPy, and TensorFlow. Interacts with Binance API for cryptocurrency trading based on ZigZag indicator and AI predictions.

binance ccxt cryptocurrency data-analysis numpy pandas python statistics tensorflow trading trading-algorithms trading-strategies tradingbot

Last synced: 22 Aug 2025

https://github.com/jimy-byerley/arrex

python module allowing to create efficient dynamic arrays of user-defined types

array buffer c cython list numpy python

Last synced: 16 Aug 2025

https://github.com/sohamdave08/camradar

Criminal recognition project using the LBPH algorithm

cctv crime criminal face-detection face-recognition lbph-algorithm numpy pillow pymysql surveillance

Last synced: 11 Apr 2025

https://gitlab.com/utopia-project/dantro

dantro is a python package for handling, transforming, and visualizing hierarchically organized data. Integrated into data-intensive projects, it supplies an easy way to define a customizable, configuration-based data processing pipeline. See [utopya](https://gitlab.com/utopia-project/utopya) for an example.

data processing pipeline h5py matplotlib numpy python utopia-project xarray yaml

Last synced: 27 Mar 2025

https://github.com/shreyansh26/pyscript-flask-integration-poc

A quick PoC demonstrating how PyScript can be used with Flask to handle variables and dataframes and display analytics over them through plots.

flask matplotlib numpy pandas pyscript

Last synced: 10 Apr 2025

https://github.com/jwest951227/emotionDetect

Humans are used to non verbal communication. The emotions expressed increases the clarity of any thoughts and ideas. It becoms quite interesting when a computer can capture this complex feature of humans, ie emotions. This topic talks about building a model which can detect an emotion from an image.

keras matplotlib numpy opencv pandas tensorflow

Last synced: 07 May 2025

https://github.com/dnplab/dnplab

DNPLab - Bringing the power of Python to DNP-NMR Spectroscopy

dnp-spectroscopy epr epr-spectroscopy nmr nmr-spectroscopy numpy python

Last synced: 12 Sep 2025

https://github.com/weisscharlesj/programminginchem

Jupyter notebooks and data for incorporating programming into chemistry courses

chemical chemistry jupyter-notebook jupyterlab matplotlib numpy programming-exercises python python3 scientific-computing scipy sympy

Last synced: 12 Apr 2025

https://github.com/alessandrojcm/shortest-path-graphicator

A PyQt and Networkx application that plots the shortest path between two nodes

algorithms graph graphviz networkx numpy pyqt5 python

Last synced: 10 Apr 2025

https://github.com/tatevkaren/deep-learning-for-data-science

Deep Learning Case Studies with Tensorflow and Keras for Beginners-Advanced: ANN, CNN, RNN, Self-Organizing Maps, Boltzmann Machines, Stacked Autoencoders

ann artificial-intelligence artificial-neural-networks data-preprocessing data-science deep-learning ds keras modelling modelling-framework neural-networks numpy pandas python scikit-learn sklearn tensorflow

Last synced: 10 Apr 2025

https://github.com/dan-oak/pos

Simple English part-of-speech tagger : 93% accuracy

dynamic-programming hmm hmm-model hmm-viterbi-algorithm nlp nltk numpy pos python scipy

Last synced: 19 Mar 2025

https://github.com/amankanojiya/numerical_analysis

This Module is Numerical analysis, an area of mathematics and computer science that creates, analyzes, and implements algorithms for obtaining numerical solutions to problems involving continuous variables. Such problems arise throughout the natural sciences, social sciences, engineering, medicine, and business.

contribution contributions-welcome gauss-seidel hacktoberfest iit india integration interpolation module numerical-analysis numpy pypi pypi-package pypi-packages python python3 scipy simpsons

Last synced: 27 Oct 2025

https://github.com/celalaygar/car-counting-with-python

Car counting with python and Opencv, (Python ve Opencv ile Araç sayma işlemi )

cv2 numpy opencv python

Last synced: 26 Oct 2025

https://github.com/cansik/mediapipe-numpy2

A patching tool to remove the numpy<2 constraint from official mediapipe wheels.

mediapipe numpy python

Last synced: 16 Jan 2026

https://github.com/syrte/cyper

Cython performed inline: compile and run your Cython snippets on the fly.

compilation compiling cython numpy python

Last synced: 11 Oct 2025

https://github.com/anshumansinha3301/some-python-stuffs

Some projects made using pandas, numpy and matplotlib

data-science matplotlib numpy pandas

Last synced: 07 Oct 2025

https://github.com/ksdkamesh99/photo-collage

Photo-Collage using python

matplotlib numpy opencv python

Last synced: 07 Oct 2025

https://github.com/shukkkur/gender-prediction-using-sound

Analyzing the gender distribution of children's book writers and use sound to match names to gender.

case-study data-manipulation fuzzy matplotlib numpy pandas prediction

Last synced: 14 Oct 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/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/mikediessner/simplelhs

Simple implementation of Latin Hypercube Sampling.

design-of-experiments latin-hypercube-sampling numpy space-filling-designs

Last synced: 14 Apr 2025

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/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/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/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/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: 25 Jun 2025

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/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/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/normanrichardson/structuralglass

A python package for structural glass analysis.

numpy pint python

Last synced: 22 Apr 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: 06 Sep 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/dan-mba/python-math-graph

FastAPI app using Bokeh & Numpy to graph simple functions

bokeh css fastapi html javascript jinja numpy python

Last synced: 11 Sep 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/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/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/yuweaec/face-recognition-attendance-master

We have developed a real-time face recognition and attendance system using Python and various libraries such as OpenCV, Face_recognition, and NumPy

apertre-24 apertre24 csv face-recognition-python ml numpy open-source opencv python

Last synced: 09 Jul 2025

https://github.com/sondosaabed/advanced-data-wrangling

In this advanced course, Learning the three phases of data wrangling: gathering, assessing, and cleaning data.

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

Last synced: 09 Apr 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/zahidrahimoon/java-python

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

java numpy oops-in-java python

Last synced: 23 Apr 2025

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/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/zahidrahimoon/Java-Python

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

java numpy oops-in-java python

Last synced: 17 Apr 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/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/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/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

NumPy Awesome Lists
awesome-jax 217 awesome-data-analysis 859 awesome-ebooks 106 awesome-mojo-max-mlir 181 awesome-jax 132 awesome-numpy 32 practice-data-science-programming-projects 90
NumPy Categories
Blogs 316 Libraries 224 ⚡ Productivity 100 🐍 Python 89 Exercises 87 Models and Projects 74 🧠 AI Applications & Platforms 68 📚 Skill Development & Career 66 Tutorials and Blog Posts 57 🤖 Machine Learning & AI 49 📦 Additional Python Libraries 48 ☁️ Cloud Platforms & Infrastructure 44 📋 Cheatsheets 44 🗃️ SQL & Databases 42 📝 More Awesome Lists 40 📊 Data Visualization 38 📈 Dashboards & BI 36 Videos 34 🎲 Statistics & Probability 34 More Projects 31