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/kleinyuan/numpy-ml

Implementations of machine learning concepts in modules with basic numpy

basics machine-learning numpy

Last synced: 20 Mar 2025

https://github.com/yonetaniryo/numpy2tfrecord

Simple helper library to convert numpy data to tfrecord and build a tensorflow dataset

numpy tensorflow tfrecord

Last synced: 20 Mar 2025

https://github.com/jwest951227/lstmStockPricePredictor

Predicting storck price of Suzunoya- by means of LSTM

keras matplotlib numpy pandas tensorflow yfinance

Last synced: 07 May 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: 07 May 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: 11 Apr 2025

https://github.com/bratergit/lastchancehackertoberfest

In the final hours of hacktoberfest 2024 your last chance to get a tee

hacktoberfest hacktoberfest-accepted hacktoberfest2024 numpy pandas python3 streamlit

Last synced: 11 Apr 2025

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

Tensorflow & scikit-learn examples

numpy pandas scikit-learn tensorflow

Last synced: 12 Apr 2025

https://github.com/izam-mohammed/celebrity-classification

In this end-to-end data science and machine learning project ๐Ÿ“Š, we classify sports personalities ๐Ÿ€. After Hyperparameter tuning ๐Ÿ”ง, I found that a Support Vector Machine (SVM) is the best for this classification ๐Ÿ†. The model has 85% accuracy ๐Ÿ“ˆ in classifying images ๐Ÿ“ธ.

flask image-classification machine-learning ml-project model numpy pandas python svm

Last synced: 30 Dec 2025

https://github.com/varunbanka/data-insights

Data Insights is a user-friendly tool for analyzing large CSV files. Its advanced analytics helps uncover hidden patterns and trends, making it perfect for data scientists and analysts.

artificial-intelligence automation data-analysis data-science dataanalysis datahive numpy pandas python

Last synced: 22 Jun 2025

https://github.com/jintao-huang/leetcode-cpp

jintao็š„cppๅบ“: leetcode, mini_stl, ml.

algorithm cpp cpp17 data-structure leetcode machine-learning mini-stl numpy stl

Last synced: 15 Jul 2025

https://github.com/sb-child/spectrum-analyzer

a simple spectrum analyzer (audio visualizer) using python and esp8266

arduino audio esp8266 fft fft-analysis led numpy platformio python spectrum u8g2 visualizer

Last synced: 05 May 2025

https://github.com/ndom91/newtelco-powercompare

๐Ÿ”‹ Internal Datacenter Power Usage Comparison Tool

hacktoberfest mysql netbox numpy pandas postgresql python

Last synced: 07 May 2025

https://github.com/saurabh-takle/mnist-handwritten-digit-recognition

The MNIST dataset consists of 0-9 digits with black background and white digit. The Handwritten digit recognition successfully identifies all the handwritten digits using sequential model.

classification digit-recognition handwritten-digit-recognition jupyter-notebook mnist-classification mnist-dataset numpy python3 tensorflow

Last synced: 13 Mar 2025

https://github.com/zolabar/iexfinder

Interactive calculation of extreme values with Python

calculus extreme-values ipywidgets jupyter-notebook numpy plotly python sympy voila-dashboard

Last synced: 17 Jun 2025

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: 27 Mar 2025

https://github.com/intelpython/optimizations_bench

Collection of performance benchmarks used to present optimizations implemented for Intel(R) Distribution for Python*

benchmark mkl-umath numpy python

Last synced: 12 Apr 2025

https://github.com/manikantasanjay/loan_repayment_regression_project

Prediction Of Loan Repayment using Sequential Neural Networks on Lending Club Dataset.

data-analysis data-visualization lending-club loan-repayment matplotlib numpy pandas-library seaborn tensorboard tensorflow

Last synced: 04 Apr 2025

https://github.com/hexdecimal/raywizard

A game submitted to the 2021 7DRL. You play as a wizard with magical abilities which can alter the terrain around you.

7drl 7drl2021 itchio libtcod numpy python-3 python-tcod roguelike-game

Last synced: 11 Sep 2025

https://github.com/ruferdz/face-detector

๐Ÿ˜ An implementation of Face Detection and Face Recognition using Python OpenCV

face-detection face-recognition numpy opencv-python pillow

Last synced: 09 Sep 2025

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/azogue/rpi_docker_base

Docker container for RPI3 SaaS development, with Python 3.6.6, Numpy, Pandas and Scipy installed

docker-image numpy pandas python-3-6 scipy

Last synced: 30 Dec 2025

https://github.com/simeonhristov99/ml_23-24

Practice sessions for the elective course "Machine Learning and Data Mining" in the Faculty of Mathematics and Informatics, Sofia University.

data-science jupyter-notebooks machine-learning matplotlib numpy pandas python3

Last synced: 10 Apr 2025

https://github.com/Rahulkumarr2080/Comcast-Telecom-Consumer-Complaints

Comcast is an American global telecommunication company. The firm has been providing terrible customer service. They continue to fall short despite repeated promises to improve. Only last month (October 2016) the authority fined them $2.3 million, after receiving over 1000 consumer complaints. The existing database will serve as a repository of public customer complaints file.

comcast-telcom-complaints data-science data-scientists data-visualization datascience datascience-with-python jupyter-notebook matplotlib numpy pandas python python-for-data-science rahul-kumar rahul-kumar-thakur

Last synced: 27 Mar 2025

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

๐Ÿ” 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. ๐Ÿ‘ฉโ€โš•๏ธ๐ŸŒŸ #AIHealthcare #LungCancerDetection

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

Last synced: 28 Mar 2025

https://github.com/jn513/image-editor

Pequeno editor de imagens, feito com Python, Pillow e Python OpenCV

numpy opencv-python pillow python3

Last synced: 02 Apr 2025

https://github.com/isatyamks/neural_network

Build, train, and test a neural network entirely from scratch

machine-learning machine-learning-algorithms model neural-network nnfs numpy scratch

Last synced: 17 Aug 2025

https://github.com/gbingersoll/sciengdox

A Python package for creating scientific and engineering documents via pandoc including inline-executable Python code.

documentation engineering numpy pandoc python science scipy

Last synced: 12 Apr 2025

https://github.com/joeyshi12/diff-eq-solver

A desktop application that uses the finite difference method to solve differential equations

differential-equations math matplotlib numerical-methods numpy python tkinter

Last synced: 20 Jan 2026

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: 30 Dec 2025

https://github.com/sumitgirwal/google-play-store-data-analysis

This Google Play Store dataset from Kaggle, analysis using Python, NumPy , Pandas , and Matplotlib.In dataset analysis, you can view the best app 5-star rating app, most review app, or most download app, etc.

dataanalysis matplotlib numpy pandas playstore-data-analysis python3

Last synced: 08 May 2025

https://github.com/mirsazzathossain/cse317-lab-numerical-methods

This repository includes the lab worksheets and assignments for the Numerical Methods Lab course at Independent University, Bangladesh.

numerical-methods numpy python

Last synced: 19 Jun 2025

https://github.com/wmramadan/python-examples

Examples of using different python libraries and concepts.

algorithms jupyter-notebooks nltk numpy python python3 tkinter wxpython

Last synced: 07 May 2025

https://github.com/jparedesds/lazy-classifier-traffic-accidents-madrid

Analysis and predictions of Traffic Accidents in the City of Madrid

datetime hyperopt lazypredict matplotlib numpy pandas pickle requests seaborn sklearn squarify

Last synced: 23 Oct 2025

https://github.com/reactmed/neurdicom-plugins

Neurdicom plugins

dicom mri numpy plugins

Last synced: 26 Oct 2025

https://github.com/ratulmaharaj/predictable

A framework for actuarial modelling.

actuarial cashflows modelling-framework numpy pandas python

Last synced: 11 Oct 2025

https://github.com/wesdoyle/deep-learning-book-notes

My notes from the Deep Learning book by Goodfellow, Bengio, and Courville. (WIP)

deep-learning linear-algebra machine-learning numpy

Last synced: 02 Nov 2025

https://github.com/vrettasm/pygeneticalgorithms

This repository implements a genetic algorithm (GA) in Python3 programming language, using only Numpy and Joblib as additional libraries. It provides a basic StandardGA model as well as a more advanced IslandModelGA that evolves in parallel several different populations..

genetic-algorithm numpy optimization-algorithms parallel-genetic-algorithm python3

Last synced: 18 Jan 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: 25 Oct 2025

https://github.com/harshitwaldia/traffictally

"Detect and count vehicles in videos using OpenCV for accurate analysis in traffic management and monitoring systems."

computer-vision numpy opencv python3 vehicle-counting vehicle-detection

Last synced: 25 Oct 2025

https://github.com/guocuimi/minitf

Simplified version of Tensorflow for learning purposes.

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

Last synced: 26 Oct 2025

https://github.com/u-na-gi/rust-python-pyo3-integration-samples

A sample project demonstrating Rust and Python integration using PyO3, showcasing how to call Python functions from Rust. This project uses Docker for easy environment setup and test execution.

docker ffi integration numpy pyo3 python rust

Last synced: 23 Jan 2026

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 Oct 2025

https://github.com/seanpm2001/learn-numpy

๐Ÿ“š๏ธ A repository for showcasing my knowledge of the NumPy programming language, and continuing to learn the language.

gpl3 gplv3 learn-numpy learn-numpy-lang learn-numpy-language numpy numpy-lang numpy-language

Last synced: 14 Oct 2025

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/akash-rajak/volume-suggester

Python Script to suggest the volume at which the music audio file needs to be played for better experience and feeling.

audio-feature-extraction audio-loudness ffmpeg librosa matplotlib mutagen numpy os path pyaudio pydub pynput python3 subprocess tkinter volume-suggester wave

Last synced: 18 Oct 2025

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: 13 Oct 2025

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/prahaladhchandrahasan/facemask_detector

CNN which detects the presence of face mask.

keras mobilenetv2 numpy opencv-python tensorflow tensorflow2

Last synced: 13 Oct 2025

https://github.com/r13i/painting-with-neural-net

Project to train a neural network to paint using TensorFlow.

jupyter-notebook machine-learning neural-networks numpy python tensorflow

Last synced: 28 Oct 2025

https://github.com/hritik5102/numpy-for-beginners

NumPy is a Python library that is the core library for scientific computing in Python.

numpy numpy-arrays numpy-basic numpy-exercises numpy-for-beginners numpy-trick numpy-tutorial

Last synced: 13 Oct 2025

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/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/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/diusmontenegro/python3-miniprojects

This my mini-projects that you may be interested in doing too... Enjoy!!

langdetect machine-learning matplotlib numpy opencv python3 tabula tkinter-gui torch

Last synced: 15 Oct 2025

https://github.com/brianrscode/piedra-papel-tijera-opencv

Juego de piedra, papel o tijera implementado en Python usando OpenCV y MediaPipe para la detecciรณn de manos. Juega contra la computadora realizando gestos con tu mano frente a la cรกmara.

mediapipe mediapipe-hands numpy opencv opencv-python python python3

Last synced: 10 Oct 2025

https://github.com/zainulmustafa/k-nearest-neighbour-algorithms

KNN algorthm using SKlearn and without using SKlearn application on few datasets available at https://archive.ics.uci.edu/ml/datasets.html

collect matplotlib numpy pandas python sklearn

Last synced: 26 Oct 2025

https://github.com/dlr-eoc/ukis_sat2h5

Convert geospatial satellite images to H5 arrays and back keeping the spatial extent.

array dask deep-learning geospatial hdf5 numpy python python3 raster satellite-imagery tiff

Last synced: 17 Oct 2025

https://github.com/mycroftai/pyache

Python numpy caching library

caching library numpy

Last synced: 19 Oct 2025

https://github.com/akash-rajak/image-contours-co-ordinates

Python Script to get the Counters co-ordinates in image.

contours-co-ordinate contours-detection cv2 image numpy python3 tkinter

Last synced: 06 Oct 2025

https://github.com/iamncj/missing-kit

The missing tool kit for MVS researchers

cg colmap cv numpy open3d opencv sfm

Last synced: 19 Oct 2025

https://github.com/gill-singh-a/rocket-simulator

Simulates the Flight of a Rocket by plotting its Altitude, Vertical Velocity, Vertical Acceleration and Vertical Forces acted upon the Rocket vs Time.

math matplotlib numpy physics python python3 rocket rocket-simulation rocket-simulator simulation simulator sympy

Last synced: 16 Oct 2025

https://github.com/lucasalegre/backpropagation

Implementation of a fully connected neural network from scratch using numpy.

classification machine-learning neural-network numpy

Last synced: 26 Oct 2025

https://github.com/anwarulh007/medheaven--federated-learning-with-homomorphic-encryption-for-healthcare-data

MedHeaven is an innovative solution designed to revolutionize healthcare by empowering hospitals and medical institutions to collaborate on machine learning models without compromising patient privacy. Using federated learning and advanced homomorphic encryption techniques, MedHeaven ensures that sensitive medical data remains secure.

federated-learning homomorphic-encryption numpy python scipy tensorflow

Last synced: 08 Oct 2025

https://github.com/djbyrne/neural-network-from-scratch-tumour-diagnosis

This notebook goes through how to build a neural network using only numpy. The network classifies tumours, identifying if they are malignant or benign. This notebook uses the Breast Cancer Wisconsin dataset.

artificial-intelligence cloud-computing deep-learning-tutorial machine-learning neural-network neural-networks-from-scratch numpy python tutorial

Last synced: 26 Oct 2025

https://github.com/abhi-glitchhg/np_conv

speed optimized convolutions in numpy

cnn convolutional-neural-networks inference numpy

Last synced: 10 Oct 2025

https://github.com/prashver/movie-recommendation-system

This recommendation system employs content-based filtering and NLP preprocessing to suggest similar movies based on user preferences and movie data. It fetches movie posters via APIs and is deployed on Streamlit for easy access.

api-request natural-language-processing nltk-python numpy pandas recommender-system streamlit-deployment text-preprocessing

Last synced: 12 Oct 2025

https://github.com/msjahid/data-science-projects

A collection of data science projects featuring techniques and methodologies for data preprocessing and exploratory analysis.

matplotlib numpy pandas plotly python seaborn

Last synced: 21 Jan 2026

https://github.com/singhmnprt01/custom-deep-neural-network-package

A custom deep neural network package that gives the liberty to design your deep neural network using only NumPy

customized-deep-neural-network deep-learning-framework maths-behind-neural-network numpy

Last synced: 24 Jan 2026

https://github.com/silveirinhajuan/juanprime

I need help to improve my model and database. JuanPrime is a machine learning project built with PyTorch, focusing on creating a Discord bot. It utilizes natural language processing techniques to provide interactive bot functionalities within the Discord platform.

discord discord-bot discord-py machine-learning machine-learning-algorithms nlp nlp-machine-learning nltk nltk-library nltk-python numpy python pytorch

Last synced: 16 Oct 2025

https://github.com/dev-ev/julia-vs-python-ms-scripting

Performance of Julia and Python for reading and matching mass spectrometry data

benchmarking julia mass-spectrometry numpy performance-testing proteomics-data-analysis python

Last synced: 14 Oct 2025

https://github.com/nishantksingh0/cnn-mnist-fmnist

Used CNN approach to train model on MNIST and F-MNIST dataset.

cnn-keras fmnist-dataset mnist model-subclassing numpy tensorflow

Last synced: 07 Oct 2025

https://github.com/abeed04/hotel-bookings-prediction-using-machine-learning

Random forest algorithm can be used to analyze hotel booking data and predict booking behavior. This allows hotels to optimize pricing strategies, staffing, and identify potential cancellations for proactive guest communication.

flask numpy pandas-dataframe pickle-file pycharm-ide python randomforestalgorithm sklearn-library sklearn-metrics

Last synced: 18 Jan 2026

https://github.com/omkarpattnaik8080/employeeretentionprediction

"This machine learning project predicts employee retention, employing Python and scikit-learn. Utilize AWS for model deployment, ensuring scalability and reliability. Explore predictive analytics to identify factors influencing employee turnover, facilitating proactive retention strategies for organizational stability and growth."

aws data-science machine-learning matplotlib numpy pandas seaborn

Last synced: 12 Oct 2025

https://github.com/rudreshveerkhare/numras

Artificial Neural Network Implementation like Keras From Scratch using Numpy

deep-learning keras-neural-networks neural-network numpy optimization-algorithms

Last synced: 14 Oct 2025

https://github.com/marcelwinterot/nano-keras

Deep learning library inspired by Keras

keras machine-learning machine-learning-library numpy python

Last synced: 24 Oct 2025

https://github.com/yuweaec/ai-programming-with-python-bertelsmann

This repository aims to provide code and information to help you develop a comprehensive understanding of Python programming in the context of artificial intelligence (AI) applications.

ai bertelsmann data-structures functions jupyter-kernels jupyter-notebook numpy object-oriented-programming pandas python python-packages pytorch scripting udacity-nanodegree

Last synced: 18 Jan 2026

https://github.com/vaibhav-kesarwani/books_recommendation_system

A ๐—•๐—ผ๐—ผ๐—ธ ๐—ฅ๐—ฒ๐—ฐ๐—ผ๐—บ๐—บ๐—ฒ๐—ป๐—ฑ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—ฆ๐˜†๐˜€๐˜๐—ฒ๐—บ ๐Ÿ“š uses algorithms to suggest books based on user preferences and behavior. It personalizes recommendations, helping readers discover new titles that match their interests ๐ŸŒŸ.

dataset jupyter-notebook numpy pandas plotly python3 sklearn

Last synced: 24 Oct 2025

https://github.com/ivy-llc/demo-utils

A set of utilities for creating visual demos for Ivy libraries.

abstraction autograd deep-learning gpu ivy jax machine-learning mxnet neural-network numpy python pytorch template tensorflow

Last synced: 16 Oct 2025

https://github.com/miteshputhran/analysis-using-python

Analysis using Natural Language Toolkit(NLTK), Numpy, Pandas and Matplotlib

analysis folder-structure json matplotlib nltk numpy pandas python zipf

Last synced: 14 Oct 2025

https://github.com/g0r0kh/hh_api_app

labour market metrics app

api flet flutter json matplotlib numpy pandas

Last synced: 23 Oct 2025

https://github.com/imabhinavdev/python

This repository contains all files while learning python

exercises numpy pandas python

Last synced: 09 Oct 2025

https://github.com/engageintellect/bitcoin-price-predictor

This Python project predicts whether the price of Bitcoin will increase or decrease on the next day, using historical price data and machine learning. Additionally, the project visualizes Bitcoin's price movements using candlestick charts along with moving averages for different timeframes.

bitcoin machine-learning matplotlib mplfinance numpy pandas python scikit-learn visualization yfinance

Last synced: 23 Oct 2025