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/thchilly/mlds102_py_exercises

Complete exercise sets from MLDS Practical Data Science and Applications course

data-science matplotlib numpy pandas python scikit-learn scipy tensorflow

Last synced: 22 Mar 2025

https://github.com/prashhhant213/customer-behavior-analysis-for-walmart-black-friday-sales

This project is a Walmart case study analyzing customer purchase behavior by gender and demographics to inform business decisions, especially around spending habits during events like Black Friday.

matplotlib numpy pandas python scipy seaborn

Last synced: 27 Mar 2025

https://github.com/theoldvalyria/python_projects

Проекты, направленные на анализ данных Python и АБ-тестирование.

ab-testing matplotlib metrics numpy pandas python scipy seaborn visualisation

Last synced: 27 Mar 2025

https://github.com/nmerka/practicum_rep

Проекты курса Аналитик данных (Яндекс.Практикум)

jupyter-notebook matplotlib numpy pandas plotly python scipy seaborn sql tableau

Last synced: 27 Mar 2025

https://github.com/gilevatanya/yandex-practicum-projects

Кейсы решенные на курсах Яндекс Практикума.

bert bootstrap catboost keras lightgbm matplotlib nltk numpy pandas postgresql python pytorch scikit-learn scipy seaborn sql

Last synced: 27 Mar 2025

https://github.com/matthewfeickert/scipy2020-proposal

SciPy 2020 proposal for a talk on pyhf

hep-ex physics scipy scipy2020

Last synced: 27 Mar 2025

https://github.com/richardbmk/datascience_machinelearning

projects related with data science and machine learning projects.

data-science machine-learning matplotlib numpy pandas scikit-learn scipy seaborn

Last synced: 17 Mar 2025

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: 02 Apr 2025

https://github.com/chernyakid/bank-clients-churn-research

Анализ оттока клиентов в Метанпромбанке

jupyter numpy pandas python scipy seaborn

Last synced: 09 Apr 2025

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: 04 Apr 2025

https://github.com/alessandrobasigli/telco-customer-churn-prediction-ibm-dataset

This project explores customer churn trends for a company in California using an IBM dataset. Built in a Jupyter Notebook, it employs pandas, NumPy, matplotlib, seaborn, plotly, and scipy to clean, analyze, and visualize data. SKlearn predictive model was trained using three main algorithms Decision Tree, Naive Bayes, and Random Forest

churn-prediction-models customer-churn-prediction decision-tree ibm-dataset jupyter-notebook matplotlib naive-bayes numpy pandas plotly predictive-modeling random-forest scipy seaborn

Last synced: 10 Apr 2025

https://github.com/lfgodoi/rpm-deep-guesser

A deep learning-based RPM estimator based on spectral features extracted from vibration signals of rotating machines.

condition-monitoring deep-learning docker flask machine-learning neural-networks numpy python pytorch scipy signal-processing spectral-analysis

Last synced: 02 Mar 2025

https://github.com/bashpoet/nonlineardatagen

A flexible Python framework for generating, fitting, and visualizing noisy nonlinear data. Perfect for educational purposes, algorithm testing, and demonstrating statistical concepts. Includes tools for various noise models, custom function fitting, robust error metrics, and publication-quality visualizations

curve-fitting data-simulation data-visualization education educational-tool interpolation mathematical-modelling matplotlib noise-modeling numpy regression-analysis scientific-computing scipy signal-processing statistics teaching-resource time-series-analysis

Last synced: 02 Mar 2025

https://github.com/sonaligill/olympics-analysis

The outcome of this project is an interactive streamlit web application that visualizes the analysis of Olympic data while rendering different aspects of Olympic history, compare country performances, and gain insights into athlete demographics.

numpy plotly python scikit-learn scipy streamlit

Last synced: 14 Feb 2025

https://github.com/kavaivaleri/linear-regression

Basic linear regression using data from Kaggle https://www.kaggle.com/adityadesai13/used-car-dataset-ford-and-mercedes/tasks?taskId=1258

linear-regression numpy pandas plots scikit-learn scipy seaborn-plots

Last synced: 14 Mar 2025

https://github.com/rscr1/summer_practice_mai_2

Решение всех заданий летней практики

matplotlib numpy pandas python scipy sympy

Last synced: 23 Feb 2025

https://github.com/ahmedsamir45/sea_level_predictor

Use the linregress function from scipy.stats

scipy sea-level-predictor

Last synced: 11 Apr 2025

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: 22 Mar 2025

https://github.com/dmarks84/coursework_project_ml-model-eval-refine

Project for IBM Data Science course on ML Models & Analysis -- Read in large dataset of home sales and utilized polynomial linear regression analysis to make predictions of future home sales prices

classification communication data-modeling dataframes machine-learning matplotlib numpy pandas programming python regression scikit-learn scipy seaborn supervised-ml visualization

Last synced: 09 Apr 2025

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: 04 May 2025

https://github.com/wb-az/ai-analytics

This repository is created to compared foundational models at different task, using visualisation and statistics.

anova bard-ai chatbot contingency-analysis contingency-table kruskal-wallis likert-data pandas-python plotly-python posthoc-tests prompt scipy statsmodels

Last synced: 22 Feb 2025

https://github.com/bropenguin847/python-learning

Learning Python for Scientific Programming. Intended for beginners with some knowledge of Python.

array-manipulations convolution jupyter matlab matplotlib-pyplot numpy pandas-python pep8 python python3 scientific-programming scipy spyder-ide vscode

Last synced: 22 Feb 2025

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: 22 Feb 2025

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: 23 Feb 2025

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: 03 Mar 2025

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: 23 Feb 2025

https://github.com/genndy007/ad_python_labs

Analysis of Data Laboratory Works of Sikorsky KPI, 3 year 2 semester

jupyter-notebook matplotlib numpy pandas python scipy seaborn sklearn

Last synced: 21 Mar 2025

https://github.com/adamouization/superconductors-critical-temperature-predictions-regression

:chart_with_upwards_trend: Machine Learning & Data Visualisation/Processing techniques for predicting the critical temperatures required for different superconductors to conduct electrical current with no resistance.

jupyter jupyter-lab jupyter-notebook machine-learning matplotlib matplotlib-pyplot numpy pandas prediction python python-3 regression regression-algorithms scikit-learn scikitlearn-machine-learning scipy

Last synced: 23 Feb 2025

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: 21 Mar 2025

https://github.com/kasraskari/learn-python-codes

A beginner-friendly repository to learn Python programming through structured examples and scripts, covering topics from basics to advanced concepts.

jupyter-notebook matplotlib matplotlib-tutorial numpy numpy-tutorial pandas pandas-tutorial python python-learning python-tutorial python-tutorials scipy scipy-tutorial tutorials

Last synced: 23 Feb 2025

https://github.com/mehassanhmood/tiktok_project

TikTokClaimDetective: Claim or Opinion using ML

machine-learning python scipy sklearn statistics statsmodels

Last synced: 27 Mar 2025

https://github.com/chernyakid/game-success-analysis

Выявление закономерностей успешности компьютерных игр

jupyter numpy pandas python scipy seaborn

Last synced: 12 Mar 2025

https://github.com/mwoss/mownit

Various tasks from numerical analysis laboratories solved using Python

jupyter-notebook mathematics matplotlib numerical-analysis numpy python scipy

Last synced: 17 Mar 2025

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: 06 Apr 2025

https://github.com/mnazlukhanyan/da-projects

Портфолио с работами по аналитике данных, показывающие мои навыки, умения и опыт

data data-vizualisation hypothesis-tests matplotlib pandas plotly postgresql product-metrics python scipy seaborn sql visualization

Last synced: 06 Apr 2025

https://github.com/muhkartal/fr-framework

A modular and extensible face recognition framework featuring real-time detection, facial landmark analysis, and recognition with API support.

dlib face-recognition fastapi numpy opencv pillow pydantic python-multipart requests scipy uvicorn

Last synced: 18 Mar 2025

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: 19 Mar 2025

https://github.com/venkat-0706/accenture-hackathon

Developing an e-commerce recommendation system involves utilizing technologies such as Python for programming, Pandas for data manipulation, SQL for database management, FastAPI for building APIs, PostgreSQL for data storage, and Docker for containerization.

alembic api docker fastapi machinelearningalgorithms matplotlib numpy postgresql pydantic python3 scipy seaborn sqlmodel

Last synced: 11 Apr 2025

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: 29 Mar 2025

https://github.com/eduardoprofe666/mn-api

🐍📦 Paquete de Python con implementaciones de métodos numéricos

mn-api numerical-methods numpy pandas python scipy simpy tabulate

Last synced: 20 Mar 2025

https://github.com/iamkushvanth/payment-method-analysis-for-taxi-revenue-enhancement

In this Project I Used Hypothesis testing To gain insights and Explore strategies to enhance taxi revenue through an in-depth analysis of payment methods. This repo dives into the correlation between payment types and fare pricing, offering valuable recommendations for optimizing earnings without compromising customer satisfaction.

matplotlib pandas powerpoint-presentations scipy seaborn stastistics

Last synced: 06 Apr 2025

https://github.com/kiran-03/drowsiness_detection

A Python based drowsiness detection project, this project uses eye tracking to detect drowsiness

cv2 dlib imutils pygame python scipy

Last synced: 27 Mar 2025

https://github.com/d1ogocs/afinador-de-instrumentos

Desenvolvimento de um afinador que se ajusta automaticamente ao instrumento musical escolhido pelo utilizador

butterworth-filter instrument-tuner matplotlib numpy pyaudio python scipy threading tkinter

Last synced: 27 Mar 2025

https://github.com/andreypomortsev/statistical-list.pop-performance-evaluation

This repository contains a performance comparison of list.pop() versus list.pop(-2) in Python. The project involves measuring execution times of these list operations, performing statistical tests to evaluate the significance of differences, and visualizing the results using histograms and box plots.

jupyter-notebook scipy statistics visualization

Last synced: 27 Mar 2025

https://github.com/aranzadata/videogametrends

Análisis de datos exploratorio para identificar patrones y tendencias en las ventas de videojuegos, con el objetivo de detectar juegos prometedores para el siguiente año.

exploratory-data-analysis scipy seaborn ttest

Last synced: 27 Mar 2025

https://github.com/henrique-efonseca/salary-range-distribution-tool

A web application to help job applicants propose an optimal salary within a given range using a normal distribution approach. Built with Python, Flask, Numpy, Scipy and JavaScript.

flask javascript numpy python scipy

Last synced: 27 Mar 2025

https://github.com/lezaf/cardiotocography-signals-analysis

Biomedical analysis of Heart Rate Variability (HRV) of fetus relationship with various umbilical artery blood measurements. Correlation analysis and machine learning techniques are applied to detect abnormalities.

biomedical-signal-processing machine-learning scipy signal-processing sklearn

Last synced: 27 Mar 2025

https://github.com/brayvid/skyrim-alchemy-optimizer

Make the most of your ingredients in Skyrim with linear programming.

elder-scrolls-v integer-linear-programming optimization recreational-mathematics scipy skyrim

Last synced: 27 Mar 2025

https://github.com/bursasha/pandas-numpy-matplotlib-cavies-analysis

Complete statistical analysis of cavy lifetime dataset using Python, Pandas, NumPy, Matplotlib, and SciPy to explore, visualize, and infer the impact of bacilli infection on cavy lifetimes 🦫

cavy dataset-analysis distribution-fitting hypothesis-testing jupyter-notebook matplotlib numpy pandas python-analysis scipy statistical-analysis statistical-methods

Last synced: 27 Mar 2025

https://github.com/sultanazhari/the-effect-of-weather-on-travel-frequency

Zuber Company need to know passenger preferences and external effect on the trip. As an Data Analyst we're provide actual data who has affect on travel frequency.

matplotlib-pyplot numpy python3 scipy seaborn

Last synced: 27 Mar 2025

https://github.com/alenales/vector-comparison

Использование векторов для повышения точности

marketing python scipy vectors

Last synced: 27 Mar 2025

https://github.com/ifrazaib/pythoncodes

In this repository I have Added my handwritten python codes to master the language and includes all the basic concepts of python.

classes inheritance lists numpy pandas scipy tupels

Last synced: 27 Mar 2025

https://github.com/shwetapardhi/assignment-03-q5--hypothesis-testing

Chi2 contengency independence test Q5. Fantaloons Sales managers commented that % of males versus females walking in to the store differ based on day of the week. Analyze the data and determine whether there is evidence at 5 % significance level to support this hypothesis. Assume Null Hypothesis as Ho: Independence of categorical variables (% of

alternate-hypothesis chi2-contingency contingency-analysis hypothesis-testing null-hypothesis numpy pandas python scipy significance-testing stats

Last synced: 27 Mar 2025

https://github.com/sofiaalmaz/fanfictionproject

Анализ фанфиков по Гарри Поттеру с целью написания самого популярного фанфика

analysis fanfics fanfiction harry-potter jypyternotebook matplotlib ml networkx numpy pandas python scipy seaborn streamlit wordcloud

Last synced: 27 Mar 2025

https://github.com/shwetapardhi/assignment-2-set2-q4--basic-statistic-level-2

Q4. Let X ~ N(100, 20^2). Find two values, a and b, symmetric about the mean, such that the probability of the random variable taking a value between them is 0.99.

interval norm python scipy stats

Last synced: 27 Mar 2025

https://github.com/shwetapardhi/assignment-03-q4-hypothesis-testing

Chi2 contengency independence test Q4. TeleCall uses 4 centers around the globe to process customer order forms. They audit a certain % of the customer order forms. Any error in order form renders it defective and has to be reworked before processing. The manager wants to check whether the defective % varies by centre. Please analyze the data at 5

alternate-hypothesis chi2-contingency contingency-analysis hypothesis-testing norm null-hypothesis numpy numpy-arrays pandas python scipy significance-testing stats

Last synced: 27 Mar 2025

https://github.com/iam-baivab/ai-development

This repository is a curated collection of resources, code, and projects focused on artificial intelligence (AI) development. Dive into deep learning, machine learning, computer vision, and Python development with our comprehensive set of tools

classification cross-entropy deep-learning machine-learning matplotlib opencv python regression scipy supervised-learning unsupervised-learning

Last synced: 27 Mar 2025

https://github.com/akashkg03/feynn-labs-internship

This repository contains the projects I did as a Data Science intern with Feynn Labs.

data-science machine-learning matplotlib numpy pandas python scipy seaborn

Last synced: 27 Mar 2025

https://github.com/c-mohammed-zaid/python

A diverse collection of Python projects showcasing skills in game development, data manipulation, and utility tools, including classic games, encryption, and data analysis.

jupyter-notebook matplotlib numpy pandas python scipy turtle

Last synced: 27 Mar 2025

https://github.com/swat1563/recommendation-system

This repository features a recommendation system and analytics engine using datasets on users, organizations, contents, contacts, events, and recommendations. It includes data preprocessing, building a recommendation system, and creating visual reports with Power BI.

analytics data-analysis data-visualization engine kaggle numpy pandas powerbi powerbi-dashboards powerbi-desktop powerbi-reports python recommendation-engine recommendation-system recommender-systems scikit-learn scipy

Last synced: 27 Mar 2025

https://github.com/shwetapardhi/assignment-2-set4-q3--basic-statistic-level-2

Q3.Auditors at a small community bank randomly sample 100 withdrawal transactions made during the week at an ATM machine located near the bank’s main branch. Over the past 2 years, the average withdrawal amount has been $50 with a standard deviation of $40. Since audit investigations are typically expensive, the auditors decide to not initiate furt

cdf interval norm probability python scipy stats z-score

Last synced: 27 Mar 2025

https://github.com/ulf1/scipy-quadopt

Wrapper and utility functions to apply scipy's SLSQP algorithm to quadratic optimization problems with resource constraints and upper boundaries

quadratic-programming resource-constraints scipy

Last synced: 27 Mar 2025

https://github.com/matthewfeickert/scipy2019-proposal

SciPy 2019 proposal for a talk on pyhf

hep-ex physics scipy scipy2019

Last synced: 27 Mar 2025

https://github.com/5hraddha/ice-video-games-sales-analysis

Analysis of video game sales data of an online store Ice, which sells video games all over the world & identify patterns that determine whether a game succeeds or not.

data-visualization matplotlib numpy pandas requests-module scipy seaborn

Last synced: 24 Feb 2025

https://github.com/hansalemaos/tmplmatching

Fast multitemplate matching with support for different sizes using numexpr / cupy / fftw / scipy / multiprocessing

matching multiprocessing multisize numexpr opencv python scipy template

Last synced: 20 Mar 2025

https://github.com/artuk009/numericalprogramming

Notes and Code examples for Numerical Programming.

matplotlib numpy pandas python scipy sympy

Last synced: 21 Mar 2025