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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/sayakpaul/floydhub-k_means-blog

Contains the Jupyter Notebook made for a FloydHub article on K-Means

numpy pandas scikit-learn yellowbricks

Last synced: 20 Sep 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/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/nstarman/overload_numpy

Utilities for NumPy overrides with __array_(u)func(tion)__

interoperability mypyc numpy python

Last synced: 19 Sep 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/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/krishmunot/spam-detector

Spam detection using Neural Nets and back propagation

backward-chaining hacktoberfest hacktoberfest2020 machine-learning numpy spam-detection

Last synced: 26 Jul 2025

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

📚️ 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/sripkunda/candl

A tiny, pedagogical neural network library with a pytorch-like API.

deep-learning machine-learning neural-network numpy pytorch

Last synced: 24 Jul 2025

https://github.com/ranjan2104/multi-face-recognition-based-detect-system

Face Recognition System Uses for multi Face Detection. It is a Real time Detection System that can be Easily Port on any Hardware Devices due to its written in python. The Model First Train the Faces and after that Predict the output with more than 85%+ confidence due to its model classifier training with good algorithms so that predict with more accuracy by the help of OpenCV Module Haarcascade classifier and using numpy and pandas to fiIt is a Multi nd an pixel array of images and put operations over there.

datetime numpy opencv-contrib-python pandas pillow pytest-shutil python-csv time tk-tools

Last synced: 03 May 2026

https://github.com/prahaladhchandrahasan/facemask_detector

CNN which detects the presence of face mask.

keras mobilenetv2 numpy opencv-python tensorflow tensorflow2

Last synced: 04 May 2026

https://github.com/joshuamhtsang/crystalninja

A code for generating crystal stuctures with defects for atomic simulation.

numpy python python3 virtualenv

Last synced: 15 May 2026

https://github.com/epronovost/eincheck

Tensor shape checks inspired by einstein notation

deep-learning jax numpy pytorch tensor tensorflow

Last synced: 18 Feb 2026

https://github.com/lakshay-a/alzheimer-diagnosis-using-cnn

An advanced deep learning tool for Alzheimer's disease diagnosis using a CNN with transfer learning from DenseNet-121 pre-trained on RadImageNet, achieving a test accuracy of 95.13%. It features a user-friendly interface for uploading MRI scans and provides immediate classification into AD, MCI, or CN stages.

kfold-cross-validation matplotlib numpy python3 scikit-learn tensorflow transfer-learning

Last synced: 23 Feb 2026

https://github.com/siwachs/gpt-model-from-scratch

A repo for Generative AI model using minimum dataset.

ai generative-ai gpt machine-learning nlp numpy python

Last synced: 11 Apr 2026

https://github.com/pulkin/curious

Parallel sampling of multidimensional functions

integration numerical-optimization numpy python sampling scipy

Last synced: 18 Apr 2026

https://github.com/akash-rajak/circular-image-cropper

OpenCv project for cropping image in circle.

circular-image-cropper cv2 image-cropper numpy os python3 tkinter

Last synced: 05 Apr 2025

https://github.com/sorna-fast/fraud-detection

Predicting transaction fraud using classification problems such as Guardian Boosting as well as user interfaces using Streamlite, Accuracy: 98% AUC-ROC

adaboostclassifier eda gradientboostingclassifier imblearn lgbmclassifier matplotlib-pyplot numpy pandas-dataframe pickle-file plotly-express randomforestclassifier scipy-stats seaborn-plots sklearn-library streamlit-webapp xgbclassifier

Last synced: 28 Apr 2026

https://github.com/udityamerit/Breast-Cancer-Prediction-using-different-ML-models

This project implements multiple machine learning algorithms to predict breast cancer diagnoses based on medical diagnostic data. The project compares the performance of various models, providing insights into which algorithms are most effective for this task.

classification knn-algorithm logistic-regression machine-learning numpy pandas scikit-learn svm-model

Last synced: 28 Mar 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: 25 Apr 2026

https://github.com/yanorei32/savacs

Senior Assisting Video & Audio Communication System

docker gtk kicad mariadb microchip-pic numpy opencv php raspberry-pi requests

Last synced: 20 Jan 2026

https://github.com/warrenweckesser/numpy-notes

Notes about NumPy.

numpy

Last synced: 15 Apr 2025

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 Feb 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: 16 Apr 2026

https://github.com/ranjan2104/automobil-prediction-application

This Model is Built using Machine Learning Algorithm i.e Linear Regression and Sklearn so training and testing of data and uses Flask as in Backend and HTML, CSS and JS as in Frontend and the pickle module is used for make a .pkl file such that the data can be fetched using flask is possible and make the prediction of 88%+.

bootstrap4 css flask html js linear-regression numpy pandas pickle sklearn

Last synced: 11 Apr 2026

https://github.com/bemwamalak/mathsolver

A math solver project made for mathematics course at Cairo University.

linear-algebra numpy python sympy

Last synced: 09 Sep 2025

https://github.com/omkarpattnaik8080/studentperformanceanalysis

"This data analytics project examines student performance using Python and Pandas. Employing statistical analysis and visualization techniques with Matplotlib, it provides insights into academic trends. Explore this repository for data-driven insights essential for enhancing educational strategies and student outcomes."

data-visualization dataanalytics datascience kaggle numpy pandas

Last synced: 11 Apr 2026

https://github.com/liedsonlb/gregory_newton

Este projeto implementa e compara três métodos clássicos de interpolação numérica Gregory-Newton, Lagrange e Newton-Geral

math matplotlib numpy python

Last synced: 16 May 2026

https://github.com/vishrut-b/clustering-analysis-of-online-retail-data

This project leverages machine learning techniques to analyze online retail data through customer segmentation. It uses KMeans clustering to identify key customer groups and proposes tailored business strategies based on their purchasing behaviors.

clustering datacleaning exploratory-data-analysis feature-engineering kmeans-clustering machine-learning numpy online-retail pandas sciki seaborn

Last synced: 05 Feb 2026

https://github.com/tommasoazz/yolo-v3

A project aimed at reimplementing the YOLO v3 CNN for detecting objects inside an image. Developed as part of a project for the course of Machine Learning, A.Y. 2021/2022, University of Bologna.

dnn numpy python pytorch yolo yolov3

Last synced: 07 May 2026

https://github.com/scdamaddio/waltlabtools

A collection of tools for biomedical research assay analysis in Python.

assay biomedical-data-science calibration-curve concentrations curve-fitting diagnostics elisa modeling numpy python

Last synced: 13 Apr 2025

https://github.com/tugot17/knn-algorithm-from-scratch

The K Nearest Neighbors algorithm, written from scratch using the Python programming language

from-scratch k-nearest-neighbours knn numpy python

Last synced: 11 May 2026

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/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/mgobeaalcoba/inferential_statistics_with_python

Explore the world of inferential statistics using Python. Learn hypothesis testing, confidence intervals, and statistical analysis techniques for data-driven decision-making and insights.

google-colab inferential-statistics jupyter-notebook matplotlib numpy pandas python3 scikit-learn seaborn statistics

Last synced: 09 Apr 2026

https://github.com/sorna-fast/laptop-price-prediction-ml

About This is a project on the laptop store dataset to predict laptop prices. Random Forest and XGBRegressor machine learning models are used.

matplotlib-pyplot numpy pandas-dataframe pickle-file pipeline plotly random-forest-regression scipy seaborn sklearn sklearn-metrics xgboost-regression

Last synced: 29 Apr 2026

https://github.com/raj-pulapakura/nn-from-scratch

Neural Network from Scratch using NumPy | MNIST Classification

deep-learning fromscratch machine-learning neural-network numpy

Last synced: 16 May 2026

https://github.com/tasninanika/plant-disease-classification

This project dives into PlantVillage dataset with 38 plant disease classes and uses smart image preprocessing to train models efficiently. I tried both a Custom CNN and MobileNetV2. Transfer learning with MobileNetV2 hit an impressive 99% accuracy, outperforming my CNN at 96%!

keras matplotlib numpy pandas python3 scikit-learn seaborn tensorflow

Last synced: 09 Sep 2025

https://github.com/tushar365/bike-sharing-rental-prediction

Predict Bike🚲 Rentals with Weather! This project uses regression to predict hourly bike rentals by combining historical usage data with weather information. It helps bike-sharing companies optimize resources and improve user experience.

data-science decision-trees knn-regression linear-regression machine-learning matplotlib-pyplot numpy pandas seaborn

Last synced: 16 Apr 2026

https://github.com/rolmip/polyany

A Python package for algebraic manipulation of multivariate polynomials.

algebra mathematics multivariate-polynomials numpy polynomials python

Last synced: 11 Sep 2025

https://github.com/i4ds/ecallisto_ng

Ecallisto NG is a Python package tailored for interacting with Ecallisto data.

data-analysis data-visualization e-callisto ecallisto-international-network numpy pandas python spectrometer

Last synced: 13 Oct 2025

https://github.com/muhammedbuyukkinaci/tensorflow-text-generator

TensorFlow Text Generation using LSTM's.

lstm numpy tensorflow text-generation

Last synced: 20 Apr 2026

https://github.com/khaymanii/movie-recommendation-model

This is a model built using Python and Cosine Similarity algorithm

matplotlib numpy pandas python scikit-learn

Last synced: 11 Apr 2026

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/harveyrdonnelly/maclaurin-series-models

A library of interactive Maclaurin Series Mathematical Models written in Python, including trigonometric and exponential functions.

maclaurin-series mathematical-modelling mathematics mathematics-education matplotlib numpy python python3 seaborn

Last synced: 02 Feb 2026

https://github.com/omkarpattnaik8080/featureengineering

"Elevating my machine learning projects with this feature engineering repository. Transforming raw data into powerful features, boosting model accuracy. by exploring curated scripts, tools, and resources for an optimized data preprocessing workflow. Unleashing the potential of data and enhancing predictive modeling effortlessly."

feature-engineering matplotlib numpy pandas seaborn

Last synced: 03 May 2026

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/saheedniyi02/krecommend

A python package for creating content-based text recommender systems on pandas dataframes and SQLAlchemy tables

cosine-similarity flask-sqlalchemy nlp numpy pandas python recommendation-algorithms recommendation-engine recommendation-system recommender-system scikit-learn sql sqlalchemy sqlite3 tfidf-vectorizer

Last synced: 10 Mar 2026

https://github.com/adityajn105/kagglesolvedproblem

Data Science problem on Kaggle Solved by me. Keep improving Accuracy.

kaggle kaggle-competition numpy pandas python scikit-learn tensorflow

Last synced: 12 Mar 2026

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

Numba-accelerated interpolation of NumPy n-dimensional arrays.

image-processing interpolation numba numpy python regridding resampling scientific-computing

Last synced: 06 Mar 2025

https://github.com/vballoli/movie-recommender-system

CS F469 Information Retrieval Course Project - Movie recommender system

numpy pandas python3 recommender-system

Last synced: 14 Apr 2026

https://github.com/devradheee/stock-market-prediction-model

This project is a web application built with Streamlit that provides stock price predictions using the Prophet model. Users can select a stock and the number of years for prediction, and view both raw data and forecasted prices in interactive plots.

numpy plotly prompt python streamlit

Last synced: 06 May 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/asem000/sepes

Nested tree tools in python

jax nested-structures numpy torch tree

Last synced: 16 Aug 2025

https://github.com/localizethedocs/numpy-docs-l10n

Localization of The NumPy Documentation

crowdin numpy python sphinx translation

Last synced: 17 May 2026

https://github.com/elggem/shapeset-generator

Generates varying shapes as training data for neural nets: ShapeSet.

data machine-learning numpy opencv python svg training

Last synced: 11 Apr 2026

https://github.com/kenmwaura1/python-sort

Simple python script to generate a list of random numbers and insert them in a db

numpy python sqlalchemy

Last synced: 09 Aug 2025

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: 09 May 2026

https://github.com/WPI-SurfMet-Lab/Multiscale-Statistical-Analysis

Multiscale regression/discrimination analysis software, which uses multiscale area data exported from MountainsMap®.

matplotlib multiscale-analysis numpy python scipy win wpi wxpython

Last synced: 08 Mar 2025

https://github.com/ishanmanchanda/gym-tictactoe-np

3D TicTacToe environment for OpenAI's gym. Optimized and written using numpy for parallel gameplay and rapid training

3d-tictactoe gym gym-environment hacktoberfest numpy openai-gym tic-tac-toe

Last synced: 17 May 2026

https://github.com/tritonix711/ai-content-verifier

AI Content Verifier is a tool that finds out if text is written by AI or humans. It uses machine learning and natural language processing to give clear results and confidence scores. With an easy-to-use interface, it helps everyone from researchers to content creators check if the content is real or not.

git machine-learning nlp nltk numpy pandas python scikit-learn spacy tkinter

Last synced: 07 Jan 2026

https://github.com/vspaz/graalvm-java-python-interoperation

java <-> python inter-operation examples with GraalVM

graalpython graalvm java numpy pandas python

Last synced: 13 Apr 2026

https://github.com/anwarulh007/eduprotect--student-dropout-analysis

EduProtect is a valuable tool for educators, parents, and students in India. By providing accurate predictions and facilitating collaboration, it aims to address the critical issue of student dropouts and ensure a brighter future for all. Used Java in App development and Python for the ML Algorithm in Google Colab.

matpoltlib numpy python random-forest-classifier sckiit-learn

Last synced: 07 Mar 2026

https://github.com/m-rishab/research-paper-recommendation

This project aims to build a research paper recommendation system. Given a paper title as input, the system provides the top 5 recommended research papers.

deep-learning flask llm nlp numpy pandas python scikit-learn sentence-transformers tensorflow torch transformers

Last synced: 02 Apr 2026

https://github.com/deep-diver/linear-regression

implement simple version of "Linear Regression" using only Numpy

linear-regression numpy

Last synced: 29 Apr 2026

https://github.com/walidbosso/roberta_fine_tuning_sentiment_analysis

Welcome to our RoBERTa Sentiment Analysis project! In this repository, we explore the world of Natural Language Processing (NLP) by fine-tuning a RoBERTa Transformer for sentiment analysis.

bert classification fine-tuning huggingface machine machine-learning movies-reviews neural-network nlp-machine-learning numpy pandas pytorch roberta roberta-model roberta-tokenizer sentiment-analysis transformer

Last synced: 19 Apr 2026

https://github.com/sushantdhumak/dinosaurus_island_character

Coursera - RNN Programming Assignment: In this project, we are in charge of a special task: Leading biology researchers are creating new breeds of dinosaurs and bringing them to life on earth, and our job is to give names to these dinosaurs. If a dinosaur does not like its name, it might go berserk, so choose wisely!

gradient-clipping gradient-descent numpy preprocessing rnn sampling

Last synced: 26 Mar 2025

https://github.com/jxareas/house-hunter

Web scraping apartment information from apartments.com to build an ML Random Forest model that predicts rental prices for Bay Area apartments.

communityexchange data-science datacamp ghdesktop github gitkraken jetbrains learn machine-learning numpy pandas python

Last synced: 13 Apr 2026

https://github.com/michedev/tensorguard

TensorGuard helps to guard against bad Tensor shapes in any tensor based library

deep-learning numpy pytorch tensorflow

Last synced: 28 Jan 2026

NumPy Awesome Lists
awesome-jax 218 awesome-data-analysis 936 awesome-ebooks 106 awesome-mojo-max-mlir 181 awesome-jax 148 awesome-numpy 32 practice-data-science-programming-projects 90
NumPy Categories
Blogs 404 Libraries 238 ⚡ 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 38 🎲 Statistics & Probability 34 Videos 34 🚀 MLOps 31