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/cursedprograms/gloriosaai

GloriosaAI is a versatile Python codebase that includes a Generative Adversarial Network (GAN) for the training and generation of AI art.

ai art artificial-neural-networks gan generative-adversarial-network matplotlib numpy pillow python tensorflow

Last synced: 10 Aug 2025

https://github.com/kachayev/dataclasses-tensor

Easily serialize dataclasses to and from tensors (PyTorch, NumPy)

ai machine-learning numpy pytorch tensor

Last synced: 12 Apr 2025

https://github.com/esvs2202/concrete-compressive-strength-prediction

The aim of this project is to develop a solution using Data science and machine learning to predict the compressive strength of a concrete with respect to the its age and the quantity of ingredients used.

anaconda data-visualization flask gunicorn-web-server heroku-deployment html5 joblib jupyter-notebook machine-learning-algorithms matplotlib-pyplot numpy pandas pycharm-ide python3 randomizedsearchcv scikit-learn seaborn statsmodels xgboost-regression

Last synced: 12 Oct 2025

https://github.com/virgesmith/neworder

A dynamic microsimulation framework for python

cplusplus-20 markov-chain microsimulation monte-carlo mpi numpy pandas pybind11 python3

Last synced: 16 Mar 2025

https://github.com/krother/generative_art

Generating Art with Python and Numpy

art machine-learning numpy python

Last synced: 09 Apr 2025

https://github.com/ashirsch/spe2py

Loads Princeton Instruments LightField (SPE 3.0) files into a python environment.

lightfield loader numpy optics princeton-instruments python

Last synced: 14 Apr 2025

https://github.com/muhd-umer/comyx

Comyx is an optimized and modular Python library for simulating wireless communication systems

6g noma numba numpy pytorch ray reinforcement-learning ris scipy simulation star-ris wireless-communication

Last synced: 20 Apr 2026

https://github.com/deparkes/oommftools

OOMMFTools is a set of utilities designed to assist OOMMF postprocessing

gui movie numpy oommf python science scientific-computing wxpython

Last synced: 28 Oct 2025

https://github.com/luismescobarf/clasesCiclo1

Repositorio con los ejemplos desarrollados en las sesiones sincrónicas de los grupos P45 y P61, Ciclo 1, MisiónTIC2022-UTP.

algorithms declarative filter imperative map matplotlib misiontic2022 numpy pandas python reduce tkinter turtle yed zip

Last synced: 12 Mar 2025

https://github.com/m3y54m/opencv-image2dataset

Slice a single image into multiple pieces and create a dataset from them

dataset image-processing numpy opencv persian-digits python

Last synced: 27 Jul 2025

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

Extract Emails from Gmail account, convert to Excel file and classify using various classification algorithms.

beautifulsoup classification email-classification excel gmail jupyter-notebooks machine-learning matplotlib numpy pandas python scikit-learn seaborn

Last synced: 28 Oct 2025

https://github.com/sammers21/math_stat_python

Goal of this repository is to help students to solve math stat home tasks

math numpy python-3 scipy

Last synced: 27 Jul 2025

https://github.com/ctoic/intermediate-python

Intermediate Python is a repository that provides resources and examples aimed at developers who have a basic understanding of Python and want to advance their skills to an intermediate level. The repository covers a wide range of topics, including data manipulation, visualization, file handling, regular expressions, and error handling.

collaborate collaboration communityexchange datacamp github-codespaces learn matplotlib numpy pandas python

Last synced: 22 Jun 2025

https://github.com/aiwithqasim/piaic-artificial-intelligence

Welcome, to this OPEN SOURCE repository. In this repository, I'll Add all Material that I had read in the PIAIC course. It will benefit those students of PIAIC who are Enthusiastic toward Artificial Intelligence.

cnn data-science deep-learning docker linux machine-learning matplotlib numpy pandas python3

Last synced: 17 Mar 2025

https://github.com/iZucked/Matrix-Rain-An-Image

Python pygame project that turns your images to matrix rain

digital-rain matrix matrix-rain numpy opencv pygame python

Last synced: 29 Apr 2025

https://github.com/rakibhhridoy/anomalydetectionintimeseriesdata-keras

Statistics, signal processing, finance, econometrics, manufacturing, networking[disambiguation needed] and data mining, anomaly detection (also outlier detection) is the identification of rare items, events or observations which raise suspicions by differing significantly from the majority of the data. Typically the anomalous items will translate to some kind of problem such as bank fraud, a structural defect, medical problems or errors in a text. Anomalies are also referred to as outliers, novelties, noise, deviations and exceptions.

anomaly-detection autoencoder autoencoders deep-learning dropout keras lstm machine-learning numpy pandas python regularization tensorflow threshold

Last synced: 26 Feb 2026

https://github.com/diamondlightsource/diffcalc

Diffcalc: a diffraction condition calculator for X-ray or neutron diffractometer control

diffraction numpy python science synchrotron

Last synced: 02 Mar 2025

https://github.com/intelpython/dpbench

Benchmark suite to evaluate Data Parallel Extensions for Python

benchmark dpctl dpnp numba numba-dpex numpy performance

Last synced: 12 Apr 2025

https://github.com/rameshovyas/30-days-of-python-exercises

Solutions to the exercises in 30-days-of-python repo | Python Coding Exercises Solutions | Python exercise repository | Python Solutions | Python Learning | Python Practice Exercises and Solutions

30-days-of-python 30-days-of-python-solutions flask learn-by-doing learn-python numpy python python-for-everybody python3

Last synced: 11 Apr 2025

https://github.com/tonyz0x0/football-manager

Data Analysis as a Football Manager

numpy pandas python spark

Last synced: 19 Apr 2025

https://github.com/ryandsilva/nn-from-scratch

:star: Implementation of Neural Networks from Scratch Using Python & Numpy :star:

deep-learning hacktoberfest machine-learning neural-network numpy python

Last synced: 17 Mar 2026

https://github.com/mtrazzi/gym-alttp-gridworld

A gym environment for Stuart Armstrong's model of a treacherous turn.

demo game gym-environment numpy python3 q-learning reinforcement-learning simulation zelda

Last synced: 12 Apr 2025

https://github.com/mrcdr/pylanczos

Python wrapper for Lambda Lanczos

eigenvector-calculation lanczos-algorithm matrix numpy python

Last synced: 18 Oct 2025

https://github.com/3outeille/ganumpy

A Numpy implementation of a Generative Adversarial Network.

autodiff deeplearning gan mnist numpy python yaae

Last synced: 15 Apr 2025

https://github.com/parvvaresh/satellite_data

This repository provides Python code for converting satellite data into a format suitable for deep learning models. It supports various deep learning architectures, including Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), and Long Short-Term Memory networks (LSTMs).

data data-preprocessing data-reporting numpy pandas python

Last synced: 22 Apr 2025

https://github.com/yalishanda42/py-polynomial

A python package attempting to fully implement single-variable polynomials and methods related to them.

algebra derivatives hacktoberfest numpy package pip3 polynomials pypi pypi-package python scipy

Last synced: 26 Mar 2025

https://github.com/guenchi/numpy

NumPy for Chez Scheme

chez chez-scheme library numpy scheme

Last synced: 29 Jul 2025

https://github.com/xi/infinity-player

infinite jukebox clone using librosa

audio librosa numpy

Last synced: 29 Jul 2025

https://github.com/kongruksiamza/python-datascience

เอกสารประกอบการสอนเนื้อหา Python - Data Science และงานด้าน Machine Learning

data-analysis data-science numpy pandas python

Last synced: 05 May 2025

https://github.com/reddyprasade/data-science-with-python

The Data Science with Python course provides a complete overview of Data Science analytics techniques using Python. A data scientist is one of the hottest fields today and Python is a crucial skill for many Data Science roles. Expand your Data Science knowledge with this Python certification course.

matplotlib numpy pandas seaborn statistics

Last synced: 07 Oct 2025

https://github.com/electronistu/Project_Infinity

A blueprint for next-gen AI. Project Infinity uses a token-efficient, Codified Agent Protocol to create specialized, secure, and imaginative agents by grounding LLMs in a verifiable knowledge graph.

ai-gamemaster dnd dnd5e dungeon-and-dragons game-development game-engine generative-ai interactive-fiction large-language-models llms numpy procedual-generation procedural-content-generation pydantic python rpg-game text-based-rpg world-generation yaml

Last synced: 15 Jan 2026

https://github.com/mosecorg/numbin

An efficient binary serialization format for numerical data.

deep-learning hacktoberfest machine-learning numpy python scientific-computing serialization

Last synced: 07 May 2025

https://github.com/ekbanasolutions/numpy-using-socket

Send Python Numpy Array over TCP/IP socket with simple codes.

numpy numpy-arrays opencv python socket

Last synced: 15 Jul 2025

https://github.com/nishantksingh0/proctoring-system

BIG PROJECT "Secured 3rd rank in University 24hr Hackathon (TechWizard) by help of this Exam Proctoring application "

chakraui engineio flask lucide-react mediapipe numpy opencv pillow react-router-dom reactjs socket-io tailwindcss threadpoolctl websocket

Last synced: 02 Apr 2026

https://github.com/osanj/lava

A Highlevel Python Wrapper for Vulkan's Compute API

gpu numpy parallel-computing shaders vulkan vulkan-compute

Last synced: 26 Oct 2025

https://github.com/aianytime/machine-learning-models-implementation

Implementation of several ML models on real-world datasets with detailed explanation in notebooks.

eda machine-learning machine-learning-algorithms ml numpy pandas pycaret python scikit-learn scikitlearn-machine-learning sklearn

Last synced: 28 Jun 2025

https://github.com/yanboishere/trade.with-supertrend.parameter

Confirm the process of appearance and disappearance of upper or lower limit lines for the super trend parameters in crypto trading pairs in TraderView, and perform multiple buying and selling transactions based on this parameter index.|对于crypto交易对中 TraderView中的超级趋势参数 出现以及消失上限线或下限线前后过程进行确认 从而根据该参数指标的出现 进行多次合约做多&做空 开仓买卖

bitcoin blockchain bot btc crypto cryptocurrency cryptography numpy python talib trade trade-bot tradebot

Last synced: 07 May 2026

https://github.com/terrence-ou/reinforcement-learning-2nd-edition-notes-codes

Notes and code implementations of examples and algorithms of the book Reinforcement Learning, 2nd Edition

numpy pytorch reinforcement-learning

Last synced: 15 Apr 2025

https://github.com/underworldcode/quagmire

Python surface process framework on highly scalable unstructured meshes

geodynamics numpy parallel petsc petsc4py python surface-process

Last synced: 17 Jun 2025

https://github.com/sun-data/optika

A Python library for simulating optical systems, similar to Zemax

astropy image-simulation named-arrays numpy optics optika python raytracing zemax

Last synced: 15 Apr 2025

https://github.com/leouieda/python-hawaii-2017

Introduction to Python workshop in the Department of Geology and Geophysics at the University of Hawaii at Manoa

earth-science geology geophysics geoscience matplotlib numpy python scipy workshop

Last synced: 15 Apr 2025

https://github.com/n4ze3m/matrix2d

A package for mathematical 2D array functions and manipulations in Dart, similar to NumPy

dart dartlang matrix numpy

Last synced: 02 Oct 2025

https://github.com/phantominsights/covid-19

Data ETL & Analysis on the global and Mexican datasets of the COVID-19 pandemic.

covid-19 data-science etl matplotlib numpy pandas python3 requests seaborn

Last synced: 06 Mar 2026

https://github.com/utility-code/tinydl

Tiny, easy to understand deep learning library in Python. With GPU support and only in numpy :)

deep-learning easy-to-understand gpu library numpy python

Last synced: 10 Jul 2025

https://github.com/basnijholt/pfapack

Efficient numerical computation of the Pfaffian for dense and banded skew-symmetric matrices

linear-algebra numpy python scipy

Last synced: 11 Apr 2025

https://github.com/pnkraemer/diffeqzoo

A zoo of implementations of differential equation problems in NumPy and JAX. Oscillators, chemical reactions, n-body problems, epidemiological models, IVPs, BVPs, and more.

boundary-value-problem initial-value-problem jax numerical-methods numpy ordinary-differential-equations scientific-computing

Last synced: 23 Apr 2025

https://github.com/crowsonkb/shared_ndarray

A pickleable wrapper for sharing NumPy ndarrays between processes using POSIX shared memory.

numpy python

Last synced: 06 Mar 2026

https://github.com/prabhuomkar/cmaterdb

Easy to use CMATERdb datasets converted in NumPy format

cmater cmaterdb handwritten-digit-dataset handwritten-digits indic-numerals numpy

Last synced: 27 Jul 2025

https://github.com/lanl/pycp_apr

CP-APR Tensor Decomposition with PyTorch backend. pyCP_APR can perform non-negative Poisson Tensor Factorization on GPU, and includes an interface for anomaly detection using the extracted latent patterns.

anomaly-detection candecomp-parafac canonical-polyadic cpd cybersecurity dense dense-tensors gpu latent-features non-negative-tensor-factorization numpy poisson-distribution pytorch sparse sparse-tensors tensor-decomposition tensor-factorization tensors

Last synced: 05 Mar 2026

https://github.com/tanglespace/hotstepper

A Numpy based step function library for analysis and profit. More than just taking you up and down.

data-analysis kernel-methods linear-algebra numpy pandas step-functions time-series

Last synced: 19 Mar 2025

https://github.com/lironmiz/python_mini_projects

my python mini projects as part of the complete python Pro Bootcamp for 2023 - 100 Days of Code course

100-days-of-code api beautifulsoup bootstrap5 css3 flask html5 mathplotlib numpy pandas pycharm python3 pythongui requests sympy-library threading tkinter turtle udemy-course webscraping

Last synced: 18 Mar 2025

https://github.com/domna/tdm_loader

This modules allows accessing Labview TDM/TDX files to be accessed like numpy structured arrays.

labview numpy python tdm

Last synced: 07 May 2025

https://github.com/danijar/teleport

Efficiently send large arrays across machines

array distributed multiprocessing numpy python server socket

Last synced: 12 Apr 2025

https://github.com/s-celles/pandas_degreedays

A Python package to calculate degree days (DD or in french DJU - degré jour unifié) from measured outdoor temperatures and to make it possible to quantify drift of energy consumption for heating (or cooling)

consumption cooling energy heating matplotlib numpy pandas python temperature

Last synced: 18 Nov 2025

https://github.com/betacatpro/houseprcieanalysis

基于joint-spider爬虫数据的成都二手房数据分析

matplotlib numpy pandas sklearn

Last synced: 08 May 2025

https://github.com/alexioannides/lime-interpretable-ml

An example of how the LIME algorithm can be used to provide real-world insight into the decision processes of a 'black-box' machine learning algorithm - in this case a Radom Forest regressor.

data-science interpretability lime machine-learning numpy pandas pydata python scikit-learn

Last synced: 29 Oct 2025

https://github.com/yashuv/python-for-data-science-ai-and-development

Python for Data Science, AI & Development - offered by IBM on Coursera

coursera-course data-analysis data-science ibm numpy pandas python

Last synced: 12 Apr 2025

https://github.com/philipyip1988/python-notebooks

Data-science tutorials covering Python, Object-Orientated Programming Python standard libraries such as collections, itertools, math, statistics, random and datetime. The tutorials also cover the data-science libraries such as numpy, pandas, matplotlib and seaborn as well as the conda ecosystem.

anaconda anaconda-environment conda data-science jupyterlab math matplotlib numpy pandas python python3 seaborn statistics

Last synced: 31 Jul 2025

https://github.com/nathadriele/machine-learning-zoomcamp

The Machine Learning Zoomcamp teaches foundational and advanced ML concepts using tools like NumPy, Pandas, Scikit-Learn, TensorFlow, XGBoost, Flask, Docker, AWS, Kubernetes, and KServe. It covers regression, classification, evaluation metrics, neural networks, deployment strategies, and end-to-end projects to bridge theory and practice.

aws classification deployment docker flask kserve kubernetes metrics metrics-visualization mlops-project neural-networks numpy pandas scikit-learn tensorflow xgboost

Last synced: 20 Jun 2025

https://github.com/hetio/hetmatpy

Python package for matrix storage and operations on hetnets

greenelab hetio hetmat hetnet-connectivity-search hetnets matrix numpy python scipy

Last synced: 11 Mar 2026

https://github.com/prs513rosewood/uvw

Python package to write numpy arrays to VTK XML files

mpi4py numpy python3 vtk

Last synced: 26 Oct 2025

https://github.com/facundoq/edunn

Learn how modern, modular Neural Networks work by implementing a PyTorch/Keras-like framework.

framework keras neural-networks numpy pytorch

Last synced: 26 Oct 2025

https://github.com/jecampagne/jaxtutos

JAX Tutorial notebooks : basics, crash & tips, usage of optax/JaxOptim/Numpyro

autodifferentiation jax jaxoptim jit-compilation numpy numpyro scipy tutorial-demos

Last synced: 11 Apr 2025

https://github.com/anujdutt9/recurrentneuralnetwork

Recurrent Neural Network from scratch using Python and Numpy

numpy python-3-5 recurrent-neural-networks rnn

Last synced: 09 Apr 2025

https://github.com/ivy-llc/mech

Mechanics functions with end-to-end support for deep learning developers, written in Ivy.

deep-learning jax machine-learning mechanics mxnet numpy orientation pose python pytorch tensorflow transformations

Last synced: 08 Jan 2026

https://github.com/zeta611/golpy

Efficient Conway's Game of Life implemented in Python using NumPy.

conway-game game-of-life game-of-life-python gif glider-gun life numpy pillow python

Last synced: 12 Jun 2025

https://github.com/shameempk/pyciede2000

Python library to calculate CIEDE2000 color difference.

ciede2000 color color-difference numpy pyciede2000 python

Last synced: 20 Jun 2025

https://github.com/djeada/kurs-podstaw-pythona

Jeśli chcesz rozpocząć naukę programowania w języku Python, ten kurs będzie doskonałym wyborem. Kurs jest starannie podzielony na cztery sekcje, co umożliwia stopniowe przyswajanie wiedzy i umiejętności niezbędnych do opanowania tego języka. Dzięki temu, krok po kroku, zdobędziesz solidne podstawy oraz zaawansowane techniki programowania w Pythonie

cmdline csv fastapi file-parser logs matplotlib numpy pdf pip scipy server sqlite3 tkinter unit-testing virtualenv

Last synced: 13 Apr 2025

https://github.com/aitikgupta/swi-ml

A machine learning library written from scratch - with a runtime switchable backend!

cupy hacktoberfest library machine-learning numpy python3 switchable-backend

Last synced: 17 Aug 2025

https://github.com/playboy-player/pytorch_dart

Pytorch_Dart is a dart wrapper for Libtorch,striving to provide an experience identical to PyTorch. You can use it as an alternative to Numpy in your Dart/Flutter projects.

android computer-vision cpp cross-platform dart dart-package dartlang deep-learning deep-neural-networks deeplearning flutter flutter-package libtorch linux machine-learning numpy pytorch tensor torch windows

Last synced: 09 Apr 2025

https://github.com/aporia-ai/dmatrix2np

Convert XGBoost's DMatrix format to np.array

machine-learning numpy xgboost

Last synced: 30 Apr 2025

https://github.com/inaccel/numpy-allocator

Configurable memory allocations

numpy python

Last synced: 26 Sep 2025

https://github.com/bjpcjp/numeric-python

Covers a variety of computational topics including integration, differential equations, statistical analysis and signal processing.

differential-equations matplotlib numpy pandas python scipy seaborn

Last synced: 09 May 2025

https://github.com/siddhant-k-code/coronavirus-probability-checker

It is a Probability Checker for COVID-19 , people can input values and symptoms and accr. to the data , patient will get the probability of +ve COVID-19.

checker coronavirus country covid covid-19 detector jupyter-notebook machine-learning ml numpy outbreak pandas probability probability-checker project python python3 scanner symptoms webapp

Last synced: 06 Sep 2025

https://github.com/upul/logistic_regression

Logistic Regression from the Scratch using Python and Numpy

jupyter-notebook logistic-regression machine-learning numpy python-3

Last synced: 08 May 2025