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/deep-diver/linear-regression

implement simple version of "Linear Regression" using only Numpy

linear-regression numpy

Last synced: 30 Mar 2025

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: 23 Mar 2025

https://github.com/akshay-rajan/expertsystem

A User Interface for Data Preprocessing, Building and Testing Machine Learning Models.

bootstrap d3js django javascript jquery machine-learning newbie-friendly numpy pandas plotly sklearn

Last synced: 22 Apr 2025

https://github.com/owainkenwayucl/fractals

Python (some Julia!) tools for generating fractals

julia-sets julialang mandelbrot numpy python3

Last synced: 15 Sep 2025

https://github.com/analyticalnahid/optical-character-reader

A simple image to text converter using EasyOCR

computer-vision converter easyocr numpy streamlit streamlit-web

Last synced: 30 Jun 2025

https://github.com/hamdivazim/examresultsjupyter

A project I made back in 2021! Plots graphs using csv data.

graphing ipython-notebook jupyter-notebook matplotlib matplotlib-pyplot numpy pandas seaborn table

Last synced: 24 Nov 2025

https://github.com/fahadpathan7/python-learning

This repository is dedicated to learning Python and python-based frameworks with the goal to implement the knowledge in real world backend project.

django flask mojo numpy pandas polars python

Last synced: 19 Apr 2025

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

CS F469 Information Retrieval Course Project - Movie recommender system

numpy pandas python3 recommender-system

Last synced: 30 Oct 2025

https://github.com/dheerajgits/skyhack

This repository supports a project aimed improve the efficiency of United Airlines' call center by predicting call handle times using machine learning. It analyzes factors like customer tone, call reason, and high-volume call times. A Flask web app delivers real-time predictions to enhance agent allocation, operations, and service quality.

call-center flask-application ivr machine-learning matplotlib natural-language-processing nltk-python numpy pandas seaborn skyhack

Last synced: 07 Sep 2025

https://github.com/sbozzolo/open-source-tools-for-physics

Material from the seminar cycle "Open Source: Tools for Physics" held in AUTH (Thessaloniki) in May 2017

bash beamer emacs git github latex linux matplotlib numpy python python3 scipy seminar

Last synced: 30 Dec 2025

https://github.com/zolabar/fem

FEM 1D example with Python

displacement fem fvm jupyter-notebook numerics numpy python strain

Last synced: 18 Mar 2025

https://github.com/illagrenan/django-numpy-json-encoder

Django JSON encoder with numpy support

django json numpy python

Last synced: 02 Nov 2025

https://github.com/sumitgirwal/super-market-research

This is simple research on supermarket.its must you know how your organization or corporation growth is increasing or decreasing.

dataanalysis matplotlib numpy pandas python3 supermarket-dataset

Last synced: 03 Oct 2025

https://github.com/akash-peace/cv-shape-color-detection

Virtual Sketch project objective is to make a drawing tab that can be controllable by hand movement.

numpy opencv pypi python3

Last synced: 06 Apr 2025

https://github.com/akash-peace/opencv-game

Boring Jump project objective is to make a game by manipulating the pixels.

numpy opencv pypi python3

Last synced: 06 Apr 2025

https://github.com/akash-peace/cv-aruco-detection

ArUco Photo Embedding project objective is to make a photo embedding from source image to target image.

aruco numpy opencv-contrib pypi python3

Last synced: 06 Apr 2025

https://github.com/kr1shnasomani/orthovision

Bone fracture detection from X-ray image using CNN (EfficientNetB3 architecture)

computer-vision deep-learning keras matplotlib neural-network numpy opencv pillow scikit-learn tensorflow

Last synced: 06 Apr 2025

https://github.com/sumitgirwal/pokemon-dataset-data-analysis

This is a simple analysis of Pokemon dataset from Kaggle using Python , NumPy, Pandas, and Matplotlib.

dataanalysis kaggledatasets matplotlib numpy pandas-python pokemon-dataset python3

Last synced: 30 Dec 2025

https://github.com/kr1shnasomani/tonesense

Speech emotion recognition from audio clips using CNN

deep-learning keras librosa matplotlib neural-network numpy pandas scikit-learn tensorflow

Last synced: 06 Apr 2025

https://github.com/akash-peace/text-recognition

Text Recognizer project objective is to make a text recognising model with Tesseract-OCR.

east imutils numpy opencv python3 tesseract-ocr

Last synced: 06 Apr 2025

https://github.com/winstxnhdw/python-bench

Simple code optimisation benchmark for speed and accuracy.

benchmark numba numpy python scipy

Last synced: 30 Mar 2025

https://github.com/tansudasli/python-sandbox

Python sandbox w/ core capabilities and pandas, numpy, scipy, matplotlib, BeautifulSoup4 and ml models

beatifulsoup matplotlib numpy pandas python scipy

Last synced: 24 Nov 2025

https://github.com/sisoudev/facialrecognition

Data collected thanks to dear misbah4064, algorithm for recognizing facial expressions with machine learning, still under construction.

machine-learning numpy python python3

Last synced: 15 Jul 2025

https://github.com/3bdalrhmans3d/dataqualityproject

An interactive web application for data quality analysis, machine learning, and conversational AI, built with Streamlit.

data-analysis data-visualization ml numpy ollama pandas python seaborn streamlit

Last synced: 08 Apr 2025

https://github.com/balavenkatesh3322/face_recognition

We can train our face and verify our face using openCV.

face-recognition knn-classification numpy opencv python3 webcam

Last synced: 22 Aug 2025

https://github.com/mooseburger1/2015-twitter-airline-sentiment-analysis

Performing sentiment analysis of airlines from Twitter Data.

matplotlib numpy pandas-dataframe python3 regular-expression

Last synced: 15 Jul 2025

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: 12 May 2025

https://github.com/moindalvs/assignment_random_forest_2

A cloth manufacturing company is interested to know about the segment or attributes causes high sale. Approach - A Random Forest can be built with target variable Sale (we will first convert it in categorical variable) & all other variable will be independent in the analysis.

data-science hyperparameter-tuning numpy pandas python random-forest-classifier sklearn

Last synced: 24 Dec 2025

https://github.com/nikoshet/amazon-customer-reviews-data-mining

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

data-mining data-science keras-tensorflow numpy pandas python

Last synced: 07 May 2025

https://github.com/numpy/user-survey-2020-details

Analysis and publication of NumPy community survey results

community development numpy survey

Last synced: 10 Jun 2025

https://github.com/behzodhalil/opencv-samples

A collection of samples about using OpenCV in Python

numpy opencv python3

Last synced: 22 Mar 2025

https://github.com/summitkwan/dynamicnn

neural network with dynamics

dbm hopfield-network numpy rbm tensorflow

Last synced: 13 Jul 2025

https://github.com/shervinnd/cifar-10-image-classification-with-cnn

Description: Dive into this exciting project that builds a CNN with TensorFlow/Keras to classify CIFAR-10 images into 10 vibrant classes! 📸 It features data preprocessing, model training, stunning ROC curve visualizations 📊, sample predictions, and custom image classification

auc-analysis batch-normalization cifar-10 cnn-model computer-vision convolutional-neural-networks custom-image-prediction deep-learning image-classification image-preprocessing keras machine-learning matplotlib-visualization numpy opencv python roc-curve scikit-learn softmax-classifier tensorflow

Last synced: 03 Sep 2025

https://github.com/animikhaich/workshop-on-ai-chatbot

A workshop was conducted on Artificial Intelligence and Machine Learning at RNSIT college campus, Department of Electronics and Communication. The programs for that workshop are uploaded in this repository.

aiml chatbot linear-regression machine-learning matplotlib neural-networks numpy python workshop-materials

Last synced: 10 Apr 2025

https://github.com/ei-grad/bincount

No-copy parallelized bincount returning dict

bincount cython numpy python statistics

Last synced: 26 Jan 2026

https://github.com/daira/dualpowsim

Undocumented Python 3 programs for simulating dual PoW and confirmation times for Zcash. Please report issues at https://github.com/zcash/zcash/issues

mathplotlib numpy proof-of-work simulation zcash

Last synced: 13 Jul 2025

https://github.com/3034saurabhkumar/face-recognition-using-open-cv

This is an Advance Face Recognition Student Attendance System Project in Python OpenCV With Tkinter GUI & Mysql Database.

artificial-intelligence computer-vision machine-learning mysqli numpy opencv python3

Last synced: 14 Sep 2025

https://github.com/praju-1/machine_learning

Exploring Machine learning with its supervised and unsupervised algorithm and subtypes also.. All algorithm implemented in python With proper description of each Dataset used.

machine-learning machine-learning-algorithms matplotlib numpy pandas-library python sklearn-library statistics

Last synced: 02 Apr 2025

https://github.com/ugyenn-tsheringg/predicting-loan-defaults-with-deep-learning

A deep learning model to predict loan default probabilities for the African Credit Scoring Challenge.

adam-optimizer deep-learning early-stopping matplotlib numpy pandas relu scikit-learn seaborn tensorflow

Last synced: 02 Jul 2025

https://github.com/ax-va/numpy-pandas-matplotlib-scikit-learn-vanderplas-2023

These examples provide an introduction to Data Science and classic Machine Learning using NumPy, pandas, Matplotlib, and scikit-learn. They are taken, with some changes, from the book "Python Data Science Handbook: Essential Tools for Working with Data", Second Edition, written by Jake VanderPlas and published by O'Reilly Media in 2023.

ax-va classic-machine-learning data-science machine-learning matplotlib numpy pandas python scikit-learn

Last synced: 13 May 2025

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: 23 Jun 2025

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: 24 Jun 2025

https://github.com/shinjitsue/attendabot

A Python-based face recognition system that automates student attendance. It integrates Firebase for real-time database management, making it efficient and scalable. This project aims to simplify and digitize attendance taking in classrooms.

computer-vision face-recognition firebase-auth numpy opencv pillow python

Last synced: 13 Jun 2025

https://github.com/chaitanyac22/customer-segmentation-using-rfm-analysis-for-online-retail

This project uses RFM (Recency, Frequency, and Monetary) segmentation to analyze customer behavior and provide insights for targeted marketing campaigns. By classifying customers based on their purchasing patterns, strategies can be tailored to improve customer retention, drive growth, and maximize the lifetime value of each customer.

customer-segmentation data-analysis data-science data-visualization exploratory-data-analysis marketing numpy pandas python python3 rfm rfm-analysis rfm-segmentation

Last synced: 11 Jun 2025

https://github.com/hariprashad-ravikumar/ai-datascience-lab

AI‑DataScience‑Lab is a web app for uploading CSV datasets, cleaning with Pandas, and running quick exploratory analyses and regression models using scikit‑learn. Its modular design supports future AI extensions, like deep learning with TensorFlow or insight generation via the OpenAI API.

ai api azure cloudcomputing data data-analysis data-science data-visualization mathplotlib numpy openai pandas python scikit-learn

Last synced: 02 Aug 2025

https://github.com/shaadclt/supplier-analysis-smolagents

This project provides tools for analyzing ice cream supplier data, calculating transportation costs, tariffs, and total procurement expenses. It leverages the power of smolagents to create intelligent agents that can perform complex calculations and answer natural language queries about supplier data.

numpy pandas smolagents

Last synced: 26 Jun 2025

https://github.com/sanggusti/genre_classification

Reproducible Project Music Genre Classification

hydra mlflow numpy pandas pytest random-forest scikit-learn wandb

Last synced: 26 Jun 2025

https://github.com/praju-1/numpy

Repository about Numpy and all its method with proper description

numpy python

Last synced: 02 Apr 2025

https://github.com/fluiddyn/transonic-demos

Demonstration of using transonic to accelerate Python

cython numba numpy pythran transonic

Last synced: 24 Mar 2025

https://github.com/psychomita/intellicv

IntelliCV is an AI-driven platform for efficient and intelligent resume screening.

jupyter-notebook numpy pandas python scikit-learn seaborn streamlit svc-model tfidf-vectorizer

Last synced: 19 Apr 2025

https://github.com/masadcv/numpymaxflow

Numpy-based implementation of Max-flow/Min-cut (graphcut) for 2D/3D data

numpy python segmentation

Last synced: 30 Jul 2025

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

A Python library for creating false-color images from Numpy arrays of spectral intensity

cie1931 color-theory false-color-image image-processing matplotlib numpy spectrogram spectroscopy

Last synced: 13 Sep 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: 27 Dec 2025

https://github.com/mdaiyub/heart-disease-prediction

Heart disease describes a range of conditions that affect your heart. Diseases under the heart disease umbrella include blood vessel diseases, such as coronary artery disease, heart rhythm problems (arrhythmia), and heart defects you’re born with (congenital heart defects), among others.

confusion-matrix data-science decision-tree-classifier gaussiannb kneighborsclassifier logistic-regression machine-learning matplotlib-pyplot numpy pandas python random-forest-classifier seaborn svc-svm

Last synced: 11 Mar 2025

https://github.com/borisshapa/inception-v3-numpy

Implementation of the popular network Inception v3 on Numpy. Implementation of the AdaSmooth optimizer. Comparison of optimizers on Cars dataset.

inception-v3 numpy pytorch

Last synced: 04 Apr 2025

https://github.com/vidhi1290/python-course

Welcome to the Python Mastery Course Repository! Discover Python's depth and power through our meticulously crafted modules. From foundational concepts to advanced techniques, master loops, functions, data analysis with Pandas, and more. Join us in this exciting journey to Python proficiency! 🐍🚀

artificial-intelligence data-science dataanalysis debugging functions machine-learning merging-algorithms mongodb multithreading mysql-database numpy numpy-arrays object-oriented-programming pandas python pythonbasics regex

Last synced: 27 Aug 2025

https://github.com/furk4nbulut/veri-bilimi-ve-makine-ogrenmesi

This repository showcases the process and insights I have gained in the fields of data science and machine learning.

data-science keras machine-learning numpy pandas python tensorflow

Last synced: 27 Feb 2025

https://github.com/adtzlr/named-einsum

NumPy's Einsum, but with named subscripts.

einsum numpy python

Last synced: 02 Mar 2025

https://github.com/ganeshkbhat/numericalarrays

numericalarrays offers comprehensive mathematical functions, random number generators, linear algebra routines, Fourier transforms, and more like NumPy. The goal is to be as near as NumPy as possible

array array-prototype arrays javascript linear-algebra matrix numerical numericalarrays numjs numpy numpyjs python scientific-computing

Last synced: 05 Jan 2026

https://github.com/quantum-software-development/limits-calculus-i

✍️ Math Calculus I - Limits and Derivatives Exercises - AI Data Science - PUCSP University

calculus derivative django latex-code leonardo-ai limits mathpix maths numpy overleaf python3 rest-api

Last synced: 28 Jul 2025

https://github.com/dantesc03/analisis-de-la-produccion-lechera-de-granjas-espanolas

Este repositorio contiene un análisis de regresión sobre la producción lechera de las granjas del norte de España. El proyecto se completo con las librerías de pystata

econometrics github github-codespaces github-copilot github-pages gitkraken gitlens learn microsoft notion numpy pandas pystata python random-forest scipy-stats sklearn stata

Last synced: 07 Aug 2025

https://github.com/nemeslaszlo/pagerank_and_hits

PageRank and Hyperlink-Induced Topic Search (HITS) link analysis algorithms.

hits-algorithm jupyter-notebook numpy pagerank-algorithm

Last synced: 24 Mar 2025

https://github.com/dineshpinto/data-aggregator

A high performance solution to analysing millions of incoming data points using JIT, vectorisation and C arrays.

data-science high-performance numpy python

Last synced: 29 Mar 2025

https://github.com/0904-mansi/face-recognition-challenge-engage-22

I propose criminal identification system and missing people identification for Police Department to enhance and upgrade the criminal distinguishing into a more effective and efficient approach. Technology working behind is face recognition.

face-detection face-recognition numpy opencv python3 tkinter-gui

Last synced: 04 Mar 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: 31 Dec 2025

https://github.com/amir13872/hi-quadratic-

This Python script defines a simple quadratic equation calculator that calculates the roots of a quadratic equation based on user input. It also provides a visual representation of the quadratic function using a graph.

complex-numbers mathematical-functions mathematics mathematics-education matplotlib numpy python-calculator quadratic-equation-solver

Last synced: 09 Mar 2025

https://github.com/gallillio/data_science-data_visualizer_tool

## About Supervised ML Helper is a Python application that streamlines exploratory data analysis (EDA) and preprocessing for supervised machine learning. Featuring a user-friendly Tkinter interface, it enables users to load CSV files, visualize data, and perform essential transformations, making data preparation accessible for all skill levels.

data-analysis data-science data-visualization matplotlib numpy pandas seaborn sklearn

Last synced: 11 Jul 2025

https://github.com/prashver/house-prices-prediction

Utilizing the House Prices Dataset , this project predicts home prices through a Jupyter notebook-based data science pipeline. It includes exploratory data analysis, cleaning, feature engineering, and modeling. The project explores diverse aspects of residential homes to understand price influences beyond traditional factors.

machine-learning matplotlib numpy pandas regression-models scikit-learn seaborn

Last synced: 31 Dec 2025

https://github.com/yogeshnile/nifty50-index-time-series-analysis

In this repo i did analysis of Nifty50 five year data from 01-04-2015 to 31-03-2020. Data Downloaded from nse official website.

data-analysis matplotlib nifty numpy pandas plotly python3 time-series-analysis

Last synced: 27 Feb 2025

https://github.com/khaymanii/gold-price-detection-model

This model is built using python and Random Forest Regressor algorithm

matplotlib numpy pandas python sckit-learn

Last synced: 21 Jun 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: 15 Mar 2025

https://github.com/itzzmeakhi/us-bikeshare-data

This project was done as a part of Data Analytics Nanodegree. In this project bikeshare data ( rented bikes) of three cities(washington, new york & chicago ) were taken. The patterns among the data like frequent route, frequent end and start station etc were displayed to the user based on his input (performed respect to day or month or both). The data given was processed so doesn't contain any null values, And this project is done at my beginner level so no scope of visualizations included in it.

numpy pandas python3

Last synced: 23 Mar 2025

https://github.com/zceemja/si-base

A basic python package that converts numerical strings with units to base units

conversion jax numpy python scientific scipy

Last synced: 05 Sep 2025

https://github.com/gitstar-oc/machine-learning

This are the Machine Learning notes by leading AI website named Deeplearning.AI. This notes will help you to be a machine learner from beginner to advanced level. Welcome Everyone!!

deep-learning deep-neural-networks jupyter-notebook machine-learning machine-learning-algorithms matplotlib numpy pandas python scikit-learn supervised-learning tensorflow unsupervised-learning

Last synced: 10 Apr 2025

https://github.com/gandhasiri-rahul-mohan/random-forests-q1-fraud_check

Use Random Forest to prepare a model on fraud data treating those who have taxable_income <= 30000 as "Risky" and others are "Good"

data-science machine-learning numpy pandas python random-forest

Last synced: 04 Mar 2025