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An open API service indexing awesome lists of open source software.

SciPy

SciPy (pronounced “Sigh Pie”) is a Python-based ecosystem of open source software for mathematics, science, and engineering.

https://github.com/mnitin-reddy/a-b-testing-and-regression-analysis-for-ad-performance-optimization

Analyzed the performance of Facebook and AdWords ads using A/B testing and regression analysis to identify trends, correlations, and cost-effectiveness. Key insights included distribution of clicks and conversions, monthly trends, and cost-per-conversion analysis to optimize ROI.

abtesting data-science hypothesis-testing machine-learning matplotlib numpy pandas scikit-learn scipy seaborn statsmodels

Last synced: 04 Apr 2026

https://github.com/chechelnitskaya/pet-project-1

Проект по созданию модели поиска интересующего блюда на сайте "eda.ru" (парсинг данных, статистические тесты, анализ данных Python)

pandas parcing plotly python scipy

Last synced: 18 Apr 2026

https://github.com/genndy007/data-analysis

Laboratory works and learning of Data Science (MS PowerBI, Jupyter Notebook, scipy, sklearn, statsmodels, pandas, matplotlib etc)

jupyter-notebook matplotlib pandas powerbi scipy sklearn statsmodels

Last synced: 18 Apr 2026

https://github.com/andres15alvarez/numericalcalculator

Calculator of roots of equations and system of linear algebraic equations.

numerical-methods numpy python scipy

Last synced: 05 Apr 2026

https://github.com/r4f405/mnist-number-recognition-python

This project implements a handwritten digit recognizer using a model trained on the MNIST dataset.

matplotlib mnist-classifier mnist-dataset mnist-handwriting-recognition mnist-image-dataset numpy-python pillow pillow-library python python3 scipy tensorflow

Last synced: 18 Apr 2026

https://github.com/rociobenitez/tts-neurophysiology-analysis

Neurophysiology analysis for Tarsal Tunnel Syndrome (pre/post surgery)

clinical-research neurophysiology pandas pingouin python scipy statistics tarsal-tunnel-syndrome

Last synced: 19 Apr 2026

https://github.com/costopoulos/ntua-dsp

:signal_strength: NTUA ECE Digital Signal Processing Course Source Codes and Reports

dsp filters fourier-transform librosa numpy pywt scipy short-time-signal-analysis stft

Last synced: 19 Apr 2026

https://github.com/saurabh9136/data-analysis_using_pandas-numpy

A beginner-friendly repository exploring data analysis using NumPy and Pandas. Covers fundamental operations, data manipulation, and real-world dataset analysis.

data-analysis-python numpy pandas python scipy

Last synced: 20 Apr 2026

https://github.com/leodan52/objeto_polinomios

Módulo que define un objeto Polinomio con varias operaciones definidas: Suma, resta, producto y composición

algebra math object-oriented python scipy

Last synced: 20 Apr 2026

https://github.com/msaakaash/data-driven-ab-testing

A data-driven analysis of student mobile operator preferences using A/B Testing and Chi-Square hypothesis testing.

a-b-testing chisquare-test python scipy

Last synced: 20 Apr 2026

https://github.com/muhammadmoeezkhan/euclidean-distances

Python Program That Calculates Euclidean Distances Via 5 Algorithms

numpy pandas-python scipy timeit

Last synced: 20 Apr 2026

https://github.com/carmoreno/aviones-aldeas

:airplane: Final project o Complexity and Optimisation course :house_with_garden:

algorithms numpy pyqt4 scipy

Last synced: 21 Apr 2026

https://github.com/yousefmohammad/manova_model

using Multiple Analysis of Variance (MANOVA) for estimating different means of species of flower in iris dataset

iris iris-dataset manova multivariate-analysis paired-comparisons python scipy scipy-stats statistics statsmodels

Last synced: 22 Apr 2026

https://github.com/leftcoastnerdgirl/world_weather_analysis

This project demonstrates how to use an API link to pull data from a website for analysis.

api jupyter-notebook linear-regression matplotlib matplotlib-pyplot pandas-python scipy urllib

Last synced: 24 Apr 2026

https://github.com/algoscienceacademy/dsp

A comprehensive suite of interactive DSP applications designed for different skill levels. This project provides hands-on experience with digital signal processing concepts through visual and interactive tools.

dsp matplotlib pyside6 python scipy signal-processing simulation

Last synced: 24 Apr 2026

https://github.com/kaift4/stock-portfolio-optimization-algo-using

A quantitative portfolio optimization script that leverages historical price data, log-normal returns, and covariance analysis to compute optimal asset allocation via Sharpe ratio maximization using the SLSQP method under bounded constraints.

data-science matplotlib portfolio-optimization python quant-finance scipy yfinance

Last synced: 25 Apr 2026

https://github.com/mixstam1821/aether

Aether: A fast netCDF Explorer

bokeh climate dashboard netcdf scipy xarray

Last synced: 27 Apr 2026

https://github.com/alexp11223/simplepybrainneuralneutwork

Some scripts for dataset exploration, normalization and classification using Python, PyBrain, SciPy

classification decision-trees gaussian-distribution machine-learning neural-network normalization pybrain python python2 qqplot scipy svm svm-classifier uci

Last synced: 27 Apr 2026

https://github.com/thomd/sympy-scipy-experiments

Experiments with SymPy and SciPy

math scipy sympy

Last synced: 28 Apr 2026

https://github.com/varakanthamsaihruthikreddy975/avocadopricesanalysis

This data analysis finds out the trends and analysis of avocado data by year

matplotlib-pyplot numpy pandas scipy scipy-stats seaborn sklearn-preprocessing

Last synced: 28 Apr 2026

https://github.com/babaquero07/escalamiento-imagenes-python

Proyecto del curso Algebra Lineal - UTADEO

matloptlib numpy pillow scipy streamlit

Last synced: 28 Apr 2026

https://github.com/stelios-c/sig_proc

My signal and image processing playground

image-processing scipy signal-processing

Last synced: 29 Apr 2026

https://github.com/xhan97/hunger

A python library for evaluating Hierarchical Clustering

dendrogram evaluation-metrics hierarchical-clustering python scipy

Last synced: 29 Apr 2026

https://github.com/mathusanm6/blur-image

A Python tool for blurring images pixel by pixel using mathematical algorithms and also providing an approximate solution for sharpening the blurred image.

blind-richardson-lucy blur convolve image image-processing kernel-convolution richardson-lucy-deconvolution scipy sharpen sharpen-image

Last synced: 29 Apr 2026

https://github.com/laipching/sprint10_ab_testing

A/B testing and hypothesis testing: conversion comparison, statistical significance and recommendations.

ab-testing conversion-rate hypothesis-testing pandas python scipy statistics

Last synced: 29 Apr 2026

https://github.com/anishagg17/voice_to_gender_classifier

Identify a voice as male or female, based upon acoustic properties of the voice and speech extracted by processing audio.

gmm librosa mfcc scipy speech-processing

Last synced: 30 Apr 2026

https://github.com/avazasgarov/soccer-hypothesis-testing

Statistical analysis comparing goal-scoring patterns in Men’s vs. Women’s FIFA World Cups using hypothesis testing.

data-analysis eda hypothesis-testing matplotlib-pyplot pandas pingouin python scipy

Last synced: 30 Apr 2026

https://github.com/martin-majlis/docker-scipy

Docker images with SciPy library

docker scipy

Last synced: 30 Apr 2026

https://github.com/shwetapardhi/assignment-1-q23--basic-statistics-level-1

Q 23) Calculate the t scores of 95% confidence interval, 96% confidence interval, 99% confidence interval for sample size of 25

confidence-interval ppf python scipy stats t-score

Last synced: 30 Apr 2026

https://github.com/fikri-rouzan/data-science-mathematics

Proyek implementasi perhitungan matematika untuk klasifikasi probabilistik Naive Bayes serta eksperimen statistik A/B testing pada sistem rekomendasi dan pengembangan perangkat lunak.

jupyter-notebook matplotlib numpy pandas python scipy seaborn

Last synced: 08 Jun 2026

https://github.com/willie-conway/boston-housing-market-analysis

This repository contains an 📈analysis of the 🏘️Boston Housing Data focusing on the factors influencing housing prices. Using statistical tests and data visualizations, we explore key relationships, including the impact of proximity to the Charles River 🌊, the age of homes 🏡, the NOX concentrations 🧪, and employment center distances 🚗.

analysis anova boston-housing-dataset boston-housing-price-prediction matplotlib nox pandas pearson-correlation python regression-analysis scipy seaborn statsmodels t-test

Last synced: 30 Apr 2026

https://github.com/bjpcjp/optimize-mktg-spend-with-lagrange

simple demo of marketing (2 channel) spend optimization

lagrange matplotlib matplotlib-pyplot numpy python scipy

Last synced: 01 May 2026

https://github.com/gusberinger/wikipedia-graph

Creates an adjacency matrix of the Wikipedia hyperlink graph.

scipy wikipedia

Last synced: 02 May 2026

https://github.com/ahmedsamir45/sea_level_predictor

Use the linregress function from scipy.stats

scipy sea-level-predictor

Last synced: 02 May 2026

https://github.com/olaszpl/finite_element_method

Implementation of the Finite Element Method (FEM) for solving electromagnetic potential problem.

agh-wi differential-equations fem matplotlib python scipy

Last synced: 02 May 2026

https://github.com/camsai/jupyterlite

CAMSAI JupyterLite is a lightweight, browser-based environment tailored for AI-driven materials science research. It integrates CAMSAI tools, schemas, and workflows, enabling users to validate data, run simulations, and explore materials science applications without requiring local installation or setup.

chemistry jupyterlite materials materials-design materials-informatics materials-science matplotlib numpy pyodide python scipy

Last synced: 02 May 2026

https://github.com/krumyakimov/house-price-developments-in-bulgaria

I developed this project for my final exam in the Data Science course at SoftUni.

data-science jupyter-notebook matplotlib numpy pandas scipy seaborn

Last synced: 03 May 2026

https://github.com/aranzadata/taxidemandpredictor

Modelo de regresión de series temporales para predecir la demanda de taxis en un aeropuerto de gran afluencia, optimizando la asignación de la flota mediante la incorporación de características temporales y categóricas utilizando Scikit-learn

forecasting scipy sckit-learn seasonality statsmodels time-series-analysis

Last synced: 03 May 2026

https://github.com/alvii147/discretetimelib

Python library for analysis of discrete time signals and systems

numpy pandas scipy signals-and-systems sympy

Last synced: 03 May 2026

https://github.com/pomxark/smartdictor_0.1_nuitka_cleer

Распознание и озвучивание голосовым движком текста с экрана.

cv2 fuzzywuzzy kivy matplotlib-pyplot nuitka numpy pil pyautogui pyqt5 pytesseract pyttsx3 scipy silero simpleaudio torch

Last synced: 04 May 2026

https://github.com/0nom4d/308reedpipes

Mathematical EPITECH Project - This project computes a representation of a reedpipe.

coverage epitech epitech-project matplotlib-pyplot numpy pytest python scipy

Last synced: 04 May 2026

https://github.com/balajimohan18/sales-forecasting-datascience-project

Develop a data science project using historical sales data to build a regression model that accurately predicts future sales. Preprocess the dataset, conduct exploratory analysis, select relevant features, and employ regression algorithms for model development. Evaluate model performance, optimize hyperparameters, and provide actionable insights.

data-analytics data-science data-testing data-visualization forecasting forecasting-models machine-learning model-evaluation predictive-modeling python regression-algorithms salesforecast scipy sklearn-library supervised-learning

Last synced: 04 May 2026

https://github.com/srevenant/data-science-alpine

A docker container for data science, using alpine linux and python3

alpine data numpy pandas python3 science scipy xgboost

Last synced: 05 May 2026

https://github.com/nabilshadman/multiprocessing-time-series-data-simulation

A simulation using multiprocessing to generate 10,000 time dependent samples from an initial dataset of 20 samples

multiprocessing numpy pandas scipy simulation statistics time-series

Last synced: 05 May 2026

https://github.com/thomasa/python-intro

This is a Jupyter notebook slide show for a 2-hour crash intro to Python, NumPy, Matplotlib, and SciPy

matplotlib numpy python scipy tutorial

Last synced: 05 May 2026

https://github.com/jacktheprogrammer/time-series-forecasting-and-analysis

My personal project consisting of my personally created notebooks to work with time series forecasting and analysis. In these projects, I've used deep learning using tensorflow, xgboost, statsmodels and scipy libraries of python. The series were of weather, energy consumption and that of stocks.

data-analysis data-science deep-neural-networks energy-consumption machine-learning portfolio prophet-facebook prophet-model python python3 scipy statsmodels stocks tensorflow time-series time-series-analysis timeseries-forecasting weather xgboost

Last synced: 05 May 2026

https://github.com/chirindaopensource/optimal_cash_transfers_microinsurance_reduce_social_protection_cost

End-to-End Python implementation of Azcue et al.'s (2025) stochastic optimal control framework for social protection policy design. Solves PDMP-based Hamilton-Jacobi-Bellman equations using analytical closed-form solutions and Monte Carlo simulation to minimize government intervention costs (through the user of cash transfers and microinsurance).

actuarial-science cash-transfers computational-economics development-economics dynamic-programming markov-processes mathematical-finance microinsurance monte-carlo-simulation numerical-optimization optimal-control poisson-process poverty-alleviation python research-replication risk-management scientific-computing scipy social-policy stochastic-control

Last synced: 05 May 2026

https://github.com/yenk/human-genomic-meta-analysis

Meta analysis of genomic studies to better understand if telomeres in the human genome are impacted by age from wild animals data.

linear-regression machine-learning matplotlib numpy scipy

Last synced: 05 May 2026

https://github.com/weiji14/atom-hydrogen

Atom editor with built-in hydrogen functionality, plus other scientific libraries if needed

atom-editor atom-hydrogen docker jupyter-notebook scipy

Last synced: 05 May 2026

https://github.com/teja-1403/coursera-machine-learning-with-python-honors

This project involves building a classifier to predict rainfall for the next day based on weather data from the Australian Government's Bureau of Meteorology. Various machine learning techniques such as Linear Regression, KNN, Decision Trees, Logistic Regression, and SVM were implemented and evaluated.

classification hierarchical-clustering machine-learning regression scikit-learn scipy

Last synced: 05 May 2026

https://github.com/aaron-schroeder/py-elevation

Python library for working with elevation and grade time series.

elevation gis pandas scipy

Last synced: 05 May 2026

https://github.com/donmaruko/python-eda-toolkit

CLI-runned EDA with 30 commands utilizing text-related functions, statistical calculations, data visualization, and data manipulation.

data data-analysis data-science data-visualization matplotlib pandas scipy seaborn statistical-analysis statistics wordcloud

Last synced: 06 May 2026

https://github.com/tahirzia-1/image-quality-enhancement-using-lagrange-interpolation

Lagrange Interpolation on an image to enhance the quality by interpolating between the pixels, ultimately doubling or tripling the pixels

image-processing interpolation interpolation-methods interpolation-techniques lagrange lagrange-interpolation matplotlib-pyplot pil python scipy

Last synced: 06 May 2026

https://github.com/tianyi20/liquid_manipulation_moveit

liquid manipulation: optimizer and motion planning implemented with ROS & moveit melodic

moveit optimization ros scipy

Last synced: 07 May 2026

https://github.com/pereira-elizabeth/aah-2d-hermitian

Minimal 2D AAH model: build, diagonalize, and plot spectrum (NumPy/Matplotlib)

condensed-matter numpy physics scipy tight-binding

Last synced: 07 May 2026

https://github.com/minjii1079/pytune

Building PyTune, a Python guitar tuner that uses PyAudio for recording, NumPy for math operations, and SciPy for FFT (Fast Fourier Transform) and signal processing.

fft guitar-tuner music numpy pyaudio python3 scipy

Last synced: 07 May 2026

https://github.com/2my-r/ameoba-feature-extraction

This repository details my undergraduate research project investigating the use of AI in understanding cell behaviour

detectron2 image-processing machine-learning-algorithms machine-vision prediction research-project scipy segmentation

Last synced: 08 May 2026

https://github.com/shwetapardhi/assignment-2-set2-q1--basic-statistic-level-2

Q1. The time required for servicing transmissions is normally distributed with mean = 45 minutes and SD = 8 minutes. The service manager plans to have work begin on the transmission of a customer’s car 10 minutes after the car is dropped off and the customer is told that the car will be ready within 1 hour from drop-off. What is the probability tha

cdf probability python scipy stats zscore

Last synced: 09 May 2026

https://github.com/amr-yasser226/pagerank-power-method

Modular Python implementation of the PageRank algorithm via the power method, with discrete‑math foundations, end‑to‑end code, and experimental validation.

discrete-mathematics graph-algorithms markov-chain network-analysis networks numpy pagerank power-method python scipy

Last synced: 09 May 2026

https://github.com/brian-hepler-phd/kak-decomposition-qml

Cartan decomposition (SU(4)) via Lie theory and QML – exact + variational approaches for two-qubit gates.

lie-theory machine-learning numpy pennylane qml quantum-computing quantum-gate-decomposition scipy su4

Last synced: 09 May 2026

https://github.com/sh4n1d/codevault

I created CodeVault as a collection of Jupyter Notebooks to store and showcase my coding projects, experiments, and tutorials. This repository serves as my personal vault for learning, exploring, and sharing coding knowledge.

math-statistics matplotlib pandas scipy

Last synced: 09 May 2026

https://github.com/davgiles/ML-Projects

This repository contains my projects from the Data Science & Business Analytics Post-Graduate Program through UT Austin.

eda matplotlib numpy pandas python scikit-learn scipy seaborn visualization xgboost

Last synced: 20 Jan 2026

https://github.com/jman4162/engineering-system-optimization-mdao-

Explore the Engineering System Optimization (MDAO) repo for tutorials on advanced engineering design optimization techniques. This resource offers hands-on guides to help you master multidisciplinary design optimization (MDO) through practical examples and use cases.

engineering mdao mdo openmdao optimization scipy scipy-optimize systems-design systems-engineering

Last synced: 10 May 2026

https://github.com/tharuniiii/textforge_nlp

A comprehensive Natural Language Processing platform for interactive text analysis and visualization

css gensim-word2vec html javascript json nlp-machine-learning python scipy

Last synced: 08 Apr 2026

https://github.com/suryavamsi-p/youtube-trends-and-tracks-engagement

This project aims to leverage Python’s robust visualization libraries to derive deep insights from YouTube video trends data. Using the 'youtube.csv' dataset, this analysis explores the dynamics of YouTube video attributes such as views, likes, dislikes, and comment counts to understand user engagement and their emotional insights.

dash datavisualization hypothesis-testing matplotlib normality-test numpy pandas python3 scipy seaborn visual-studio-code

Last synced: 03 Nov 2025

https://github.com/adrijadastidar/vta-python

This is the Flask-based backend for the Virtual Teaching Assistant platform

cors ffmpeg flask langchain llama3 noisereduce pdfplumber pydub python scipy waitress whisper-ai

Last synced: 08 Apr 2026

https://github.com/sudo-de/hull_tactical_market_prediction_using_hyperopt

This is based market timing model inspired by Hull Tactical’s approach, using Hyperopt for hyperparameter optimization and backtesting to enhance predictive performance.

algorithms catboost lightgbm optimization optuna python3 scikit-learn scipy xgboost

Last synced: 06 May 2026

https://github.com/pthmhatre/stylescribe-using-generative-adversarial-network

A fashion AI-based model capable of generating images from textual descriptions. The model should take natural language text as input and generate images that visually represent the given text. This text-to-image generation system bridges the gap between textual descriptions and visual content.

deep-neural-networks flask-application generative-adversarial-network generative-ai googlecloudplatform hyperparameter-tuning keras-tensorflow neural-networks nlp os pillow rdp-connection scipy sklearn-metrics spacy-nlp texttoimage tfidf-vectorizer

Last synced: 30 Jan 2026

https://github.com/anathonic/big-data-mining-project

This repository contains the implementation of a machine learning project aimed at predicting movie ratings based on user reviews and tags. The data used for this project comes from the MovieLens dataset, which includes ratings and tags for over 9000 movies collected from 1995 to 2016.

decision-tree-regression gradient-boosting-regressor linear-regression machine-learning matplotlib mlp-regressor numpy pandas python random-forest-regression scipy sklearn

Last synced: 26 Jun 2025

https://github.com/nishthasharma-22/binary-black-hole-merger-gravitational-waves-simulation

Repository of all astronomy related projects, including: Gravitational Waves graph from binary black hole merger

astrophysics blackhole-merger gravity-simulator matplotlib numpy python scipy

Last synced: 05 May 2026

https://github.com/babagata/praktikum-4-data-analysis

Data analysis for course "Physics laboratory IV"

matplotlib numpy pandas scipy

Last synced: 28 Apr 2026

https://github.com/michelenana/projet-7

PRODUISEZ UNE ETUDE DE MARCHE AVEC R OU PYTHON

acp boxplots cah kmeans matplotlib numpy pandas python scipy seaborn sklearn

Last synced: 08 Apr 2026

https://github.com/5hraddha/zyfra-gold-recovery-prediction

Zyfra is a pioneering developer of efficiency solutions for heavy industries & is aiming to take help of machine learning to optimize the efficiency in Gold Ore processing

decisiontreeregressor dummyregressor linearregression numpy pandas randomforestregressor scipy seaborn smape supervised-learning

Last synced: 08 Apr 2026

https://github.com/686f6c61/numeros-primos-gemelos

Este proyecto permite generar y visualizar números primos gemelos de diferentes formas para ayudar a comprender sus patrones y distribución. Incluye múltiples visualizaciones y análisis estadísticos avanzados.

numpy primos python scipy

Last synced: 10 May 2026

https://github.com/themysterysolver/python_basics

"This repo includes simple Python programs for beginners, covering various concepts, object-oriented programming, and different module usages, to help with understanding and learning Python."

basic-python-syntax collections dsa matplotlib numpy oops-in-python pandas python re scipy

Last synced: 05 Apr 2026

https://github.com/kaka-lin/audio-analysis-tools

Audio tools for audio processing and audio analysis

audio-analysis audio-tools matplotlib numpy scipy

Last synced: 22 Jul 2025

https://github.com/winstxnhdw/scipath

A path interpolation wrapper for SciPy's CubicSpline.

cubic-splines interpolation path-planning scipy uv

Last synced: 19 May 2026

https://github.com/chernyakid/ab-test

Принятие решений в бизнесе на основе анализа A/B-теста

ab-testing jupyter pandas python scipy

Last synced: 09 May 2026

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