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

Data visualization

Data visualization is the visual depiction of data through the use of graphs, plots, and informational graphics. Its practitioners use statistics and data science to convey the meaning behind data in ethical and accurate ways.

https://github.com/reubenmathew/dataopsexperiments

Machine Learning, NLP and various data operations

data-science data-visualization python3

Last synced: 22 Apr 2025

https://github.com/ssreeramj/binod-detector

Scrapes comments of a youtube video and shows distribution of comments having 'binod' in it

data-visualization heroku python streamlit youtube-api

Last synced: 16 May 2026

https://github.com/soumya-thoutam/revenue-and-demand-forecasting-analysis

End-to-end data analysis project with SQL and Power BI for revenue and demand forecasting in bike-sharing.

data-analysis data-visualization powerbi sql sql-server

Last synced: 16 Mar 2025

https://github.com/dhrupad17/ibm-data-analyst-professional-certificate

Prepare for a career as a data analyst. Build job-ready skills – and must-have AI skills – for an in-demand career. Earn a credential from IBM. No prior experience required.

assignment-solutions coursera data-analytics data-science data-visualization excel ibm pandas professional-certificate professional-certificates python quiz updated-2024

Last synced: 13 Apr 2026

https://github.com/sivas-2/coffee-sales-visualization

This repository contains data visualization scripts and notebooks analyzing coffee sales data from a vending machine, sourced from Kaggle. The visualizations explore sales trends, customer preferences, and product popularity over time.

data data-analysis data-science data-visualization python visualization

Last synced: 07 May 2026

https://github.com/ryannapp12/quant_trading_engine

A modular, and scalable quantitative trading engine built in Python. This project demonstrates efficient data caching with SQLite, concurrent backtesting, and advanced risk analytics, showcasing best practices in clean code architecture and performance optimization.

algorithmic-trading backtesting dash data-analysis data-visualization fintech lstm machine-learning numpy pandas plotly python quantitative-finance real-time risk-management sqlite technical-analysis tensorflow time-series-analysis trading-strategies

Last synced: 11 Apr 2026

https://github.com/rembertdesigns/smart-vinyl-catalog

AI-powered vinyl cataloging and music discovery platform leveraging BigQuery’s generative AI. Processes mixed-format data to deliver personalized recommendations, collection analytics, and intelligent search. Created for the Kaggle BigQuery AI Challenge to showcase real-world, scalable AI solutions for music lovers.

ai bigquery data-science data-visualization generative-ai hackathon kaggle kaggle-competition machine-learning music-analytics music-recommendation-algorithm python recommender-system vinyl

Last synced: 07 May 2026

https://github.com/czheluo/fst-manhattan

Fst manhattan Plot

data-visualization fst

Last synced: 14 Apr 2026

https://github.com/jabhij/predictionmodels_heartdiseases

Comparison of various Machine Learning algorithms for Heart Diseases (Heart Attack) prediction.

big-data-analytics bigdata data-visualization datamodeling decision-tree hive knn logistic-regression machine-learning mapreduce naviebayes random-forest svm

Last synced: 04 Jun 2026

https://github.com/jamesrweb/p5-projects

A collection of creative coding projects written with the p5.js library.

animations data-visualization experiments games graphics mathematics p5

Last synced: 11 Oct 2025

https://github.com/harshals499/ecosecure-visualization

Data visualization project using Qlik to analyze sales performance for EcoSecure Systems.

business-intelligence data-analysis data-visualization qlik-sense sales-analysis

Last synced: 12 Jun 2026

https://github.com/ninadpatil09/bankcard-analytics---credit-debit-card-usage-monitoring

This project is a comprehensive data analysis initiative aimed at extracting valuable insights from bank card usage data. The tools and techniques includes Python, Excel, Tableau, web scraping, pandas. It centers around understanding and visualizing trends and patterns in credit and debit card usage across multiple banks.

data-cleaning data-visualization excel python tableau tableau-public web-scraping

Last synced: 18 Apr 2026

https://github.com/willjw3/virus-spy

A simple, easy-to-follow Covid-19 tracker Jamstack app.

data-visualization jamstack javascript react

Last synced: 07 May 2026

https://github.com/tejashah88/Visualflow-Unity

Visualizing Vitech insurance data with Unity and the Leap Motion (for HTN 2017).

data-visualization leap-motion unity unity3d virtual-reality vitech vr

Last synced: 11 Mar 2025

https://github.com/datamart/platform-management

📁 Platform management dashboard

charts dashboard data-visualization visualization

Last synced: 20 Mar 2025

https://github.com/vasugi2003/covid_19_daily_analysis

Analysis of COVID19 day to day updates using POWER BI analysis tool.

covid19 covid19-data csv data-science data-visualization dataanalytics powerbi predictive-analytics

Last synced: 19 Mar 2026

https://github.com/paumatas/dpa-visual-analytics-tool

Visual analysis application for the data collected by a Formula Student car during driving, aiming to evaluate and compare the drivers of the team.

car-telemetry data-driven-decisions data-science data-visualization formula-student motorsport sports-analytics user-interface

Last synced: 17 Mar 2025

https://github.com/pradipece/two_dimensional_data_visualization

This repository for different kinds of Data science and Machine learning project

data-science data-visualization jupyter-notebook machine-learning matplotlib numpy pandas python seaborn sklearn statistics

Last synced: 11 Apr 2026

https://github.com/alexeyraspopov/vepr

🚧 Visualization protocol for complex and sizable data visualizations

data-visualization zero-dependency

Last synced: 04 Jul 2025

https://github.com/deliprofesor/ridge-regression-for-sales-prediction-model-evaluation-and-hyperparameter-tuning

This project builds and optimizes a model on a dataset using Ridge regression and polynomial features. Model accuracy is enhanced through regularization and polynomial transformations. Grid search and cross-validation are used to find the best parameters, and the model's performance is evaluated.

cross-validation data-science data-visualization grid-search machine-learning model-optimization mse overfitting-prevention polynomial-regression python r2-score regression-analysis regularization ridge-regression rmse scikit-learn

Last synced: 03 May 2026

https://github.com/backdoorali/insider-threat-detection-project

Personal data analysis project combining insider threat detection, cybersecurity, and exploratory data analytics. Built for portfolio showcase and practical skills demonstration.

cybersecurity data-analysis data-analysis-excel data-analysis-project data-analyst data-analytics data-visualization eda excel insider-threat jupyter-lab jupyter-notebook matplotlib numbers pandas portfolio-project python python3 threat-detection threat-intelligence

Last synced: 07 May 2026

https://github.com/noturlee/imdb-dataanalysis

A data model that predicts the IMDb rating of a movie based on features like genre, director, and actors. Using regression techniques to tackle this problem.

data-analysis data-cleaning data-modeling data-science data-visualization

Last synced: 08 Apr 2025

https://github.com/bala-1409/foreign-exchange-rate-time-series-data-science-project

This project will use time series analysis to forecast the exchange rate between the euro and the US dollar. The project will use a variety of statistical techniques, such as ARIMA to model the data and forecast the exchange rate.

data-analysis data-science data-visualization datapreprocessing eda exploratory-data-analysis forecasting machine-learning-algorithms model modelfitting predictive-modeling python3 scikit-learn statsmodels time-series time-series-analysis

Last synced: 07 May 2026

https://github.com/sushantdhumak/lstm_for_household_power_consumption

This project explores the application of Long Short-Term Memory (LSTM) networks in predicting household power consumption. Using data collected at one-minute intervals, we demonstrate how LSTM can be leveraged for accurate forecasting.

correlation-analysis data-visualization dropout evaluation-metrics feature-engineering lstm lstm-model resampling reshaping-datasets time-series-analysis time-series-forecasting

Last synced: 26 Mar 2025

https://github.com/nowke/cricviz

Cricket data analysis/visualizations

cricket-data data-visualization reactjs

Last synced: 15 Apr 2026

https://github.com/vishvamporwal/pharmassist

A progressive web app made with Flask for Industrial pharmaceutical management and Analysis, to improve efficiency and make management easier.

data-visualization flask html-css-javascript python

Last synced: 07 May 2026

https://github.com/cosmoduende/r-twitter

Explore your Twitter activity with R: Sentiment Analysis and Data Visualization. How to analyze your Twitter account (or any account), discover your habits and sentiments with the "rtweet" package and NLP.

data-analysis data-visualization lemmatization nlp nlp-library nlp-resources nltk nltk-library r-package r-programming r-studio rtweet stemming twitter twitter-api twitter-data twitter-data-analysis twitter-data-extraction twitter-sentiment-analysis udpipe

Last synced: 10 Oct 2025

https://github.com/divyanshu-rawat/data-visualization-highmaps

Built Using Highcharts JavaScript API to Visualize Data !:mortar_board:

bootstrap data-visualization geolocation-api highcharts javascript jquery

Last synced: 07 May 2026

https://github.com/saeun-park/data-analysis

데이터 분석 프로젝트 및 공모전

anova-test data-analysis data-visualization statistics

Last synced: 21 Jan 2026

https://github.com/sayamalt/black-friday-sales-prediction

Successfully established a machine learning regression model which can estimate the gross Black Friday sales for a particular customer, based on a distinct set of related and meaningful features, to a fair level of accuracy.

artificial-neural-networks data-visualization deep-learning exploratory-data-analysis feature-engineering machine-learning model-deployment model-training-and-evaluation regression-analysis regression-modelling regression-testing supervised-learning

Last synced: 09 Nov 2025

https://github.com/Rayyan9477/Calorie-Burnage-Exploratory-Data-Analysis

Calorie Burnage is the measure of calories burned during physical activity or exercise, crucial for weight management and fitness goals. This project focuses on analyzing a dataset that includes information on duration, pulse rates, and calories burned during exercise sessions.

data-analytics data-science data-visualization exploratory-data-analysis linear-regression r-language r-programming

Last synced: 29 Apr 2025

https://github.com/rudeboybert/2016-09-math116

2016-09 Middlebury Intro to Statistical & Data Sciences

data-manipulation data-science data-visualization statistical statistics

Last synced: 16 Feb 2026

https://github.com/zeinhasan/eksploration-and-data-visualization-course-material

Exploratory Data Analysis (EDA) Laboratory Assistant Teaching Materials

data-analysis data-visualization statistics

Last synced: 11 May 2026

https://github.com/pit1000/mrcoldguy

✨ This project demonstrates the capabilities of IoT (Internet of Things) 🌐, combining microcontrollers 🕹️ with web applications 💻, for practical uses of both front-end and back-end 🗄 technologies.

bootstrap data-visualization esp8266 flask-backend html-css-javascript iot python3 sqlite-database wrekzeug

Last synced: 15 Feb 2026

https://github.com/vi/csvdimreduce

Command-line tool to run a dimensionality reduction algorithm on CSV files

cli command-line-tool csv csv-files data-science data-visualization dimension-reduction dimensionality-reduction

Last synced: 14 Apr 2025

https://github.com/szapp/magistdataanalysisvisualization

Case study: Data analysis and visualization to evaluate and recommend a business partnership. Team project for data-driven business with SQL and Tableau

dashboard data-analysis data-science data-visualization data-viz sql tableau-public

Last synced: 19 Mar 2026

https://github.com/aaryan-agr/crime-and-housing-analysis

This project analyzes crime data and its impact on the Housing Price Index (HPI) across various U.S. cities. Using regression modeling and exploratory data analysis (EDA), the goal was to identify key socio-economic factors influencing crime rates and HPI trends over multiple years.

data-preprocessing data-visualization eda r regression-analysis statistical-learning statistics

Last synced: 02 Nov 2025

https://github.com/klubina/best-football-club-2024-25-per-region-interactive-map

An interactive world map featuring over 2999 football clubs that uses a configurable dominance radius to display only the strongest club per region, with intelligent search functionality and responsive design for desktop and mobile devices.

club-rankings clubs css data-visualization football geospatial html interactive-map javascript leaflet-js leaflet-map mapping openstreetmap soccer sports sports-data visualization world-map

Last synced: 13 Apr 2026

https://github.com/pfund-software-ltd/pfund-plot

A plug-and-play plotting library designed for traders. No Learning curve. Supports real-time plots. Display in Jupyter/Marimo notebook, browser or desktop

data-visualization financial-charts financial-dashboard plotting real-time-graph

Last synced: 10 Oct 2025

https://github.com/mastercruelty/gokart-data-hub

It manages data about gokart races and plot graphs about your times!

data-analysis-python data-science data-visualization gokart matplotlib pandas race

Last synced: 15 Apr 2025

https://github.com/filiplangiewicz/fastfooddatavisualization

🍟 Project for Data Visualization Techniques course about fast food consumption

collaboration data-science data-visualization dplyr ggplot2 poster

Last synced: 15 Mar 2025

https://github.com/sandravizz/global-inequality-data

This repository includes the data wrangling about the Global Inequality dataviz project using vanilla js and the library arquero.js

arquero d3js data-visualization data-wrangling javascript world-inequality-database

Last synced: 10 Feb 2026

https://github.com/MinaRavi/first-practice-data-cleaning-visualization

Basic Practise of Data-cleaning & Data-visualization

data-analytics data-cleaning data-visualization git

Last synced: 31 Mar 2025

https://github.com/g0bel1n/gravlaw-model

Gravlaw-model is a data visualization project for the econophysic's concept of Gravity law used for modeling inter-cities traffic.

data-visualization econophysics gravity-model

Last synced: 15 Mar 2025

https://github.com/gino-freud-hobayan/excel_project_dataset_gino

Simple Excel Project on Data Cleaning and Dashboard Creation

dashboard data-cleaning data-visualization excel

Last synced: 19 Mar 2026

https://github.com/delucis/darmstadt-2016

:bar_chart: Gender representation data for the 2016 edition of the Darmstadt Summer Courses

d3 data-visualization gender-equality music

Last synced: 02 Sep 2025

https://github.com/s-araromi/smart-device-data-analysis-bellabeat_casestudy

This repository contains a comprehensive analysis of smart device data for Bellabeat, focusing on user activity, sleep, calorie burn, and weight management. Insights from Fitbit data are used to inform Bellabeat's marketing strategy and product recommendations.

bellabeat data-analysis-in-r data-visualization fitbit-smart-devices fitness-tracking r-programming sleep-analysis smart-devices

Last synced: 25 May 2026

https://github.com/flexmonster/svelte-flexmonster

Svelte wrapper for Flexmonster Pivot Table & Charts

data-analysis data-visualization frontend pivot-tables svelte sveltekit

Last synced: 27 Feb 2026

https://github.com/huonglarne/self-study-d3

Self studying Data Visualization with d3.js

dashboard data-visualization

Last synced: 13 Feb 2026

https://github.com/ax-va/interactive-data-visualization-with-d3-dale-2023

These examples on Interactive Data Visualization with D3.js in the web browser are compiled with some modifications from the book "Data Visualization with Python and JavaScript: Scrape, Clean, Explore, and Transform Your Data", Second Edition, written by Kyran Dale and published by O'Reilly Media in 2023.

ax-va d3 data-science data-visualization dataviz frontend javascript web

Last synced: 12 Jun 2025

https://github.com/saravana-kr22/phonepe_pulse_data_visualization_and_exploration

The PhonePe Pulse Data Visualization project in Python extracts, transforms, and stores data from the PhonePe Pulse GitHub repository. It creates an interactive dashboard using Streamlit, Plotly, and other libraries to visualize the data. Users can explore various insights from the data spanning 2018 to 2023.

choropleth-map data-science data-science-projects data-visualization geojson geopandas indiamapdata mapbox mysql phonepe phonepe-clone phonepe-pulse-data-visualization plotly pydeck python python3 streamlit streamlit-webapp visualization

Last synced: 25 Feb 2026

https://github.com/ahmednasef3/udemy-courses-full-eda

Exploratory Data Analysis on the factors that can affect the promotions and earnings in Udemy Courses and the perfect way to make a good saled course in Udemy.

data-analysis data-science data-visualization eda exploratory-data-analysis matplotlib pandas seaborn udemy-course-project

Last synced: 01 May 2026

https://github.com/poc275/datavisusercontrols

Data Visualisation User Controls for Windows Store Apps

c-sharp data-visualisations data-visualization metro-application user-controls

Last synced: 27 May 2026

https://github.com/gracysapra/heart-disease-prediction-using-logistic-regression

This project uses Logistic Regression to predict the likelihood of heart disease based on medical attributes such as age, cholesterol levels, and blood pressure. It includes model training, evaluation, and an interactive Gradio interface for real-time heart disease risk prediction.

classification data-preprocessing data-science data-visualization gradio-interface heart-disease-prediction logistic-regression machine-learning

Last synced: 11 Jun 2026

https://github.com/ahammadmejbah/the-90-day-pytorch-mastery-roadmap

Embark on a 90-day journey to master PyTorch! From tensor basics to advanced deep learning, each day offers lessons, hands-on exercises, and curated resources. Gain practical skills to confidently build, train, and deploy models across diverse applications.

ai artificial-intelligence data-engineering data-science data-visualization deep-learning deep-learning-algorithms deep-neural-networks python python-3 pytorch pytorch-cnn pytorch-gan pytorch-implementation pytorch-nlp pytorch-tutorial

Last synced: 25 Feb 2026

https://github.com/archanakokate/diabetes_prediction_capstoneproject

Analyzing and Modelling National Institute of Diabetes(NIDDK) dataset for accurate prediction of Diabetes in Patients, with Tableau dashboard visualization.

data-engineering data-visualization exploratory-data-analysis machine-learning-algorithms tableau-dashboards

Last synced: 17 Mar 2025

https://github.com/samuelbarbosadev/roof_imoveis_data_analysis

The company hired you because they want to know what would be the 5 properties they should invest in and why, and which 5 you would not recommend investing in at all.

data-preparation data-understanding data-visualization pandas python

Last synced: 12 Apr 2026

https://github.com/virajbhutada/global-universities-success-analysis-powerbi-sql-excel

This capstone project conducts in-depth analysis using Power BI, SQL, and Excel to explore complex dynamics shaping global university success. Integrating data from diverse ranking systems and criteria, our aim is to unravel the factors influencing universities worldwide.

capstone capstoneproject data-analysis data-analytics data-insights data-science data-science-projects data-visualization excel exploratory-data-analysis mece mysql powerbi powerpoint sql

Last synced: 20 Jun 2025

https://github.com/kinshuk-code-1729/data-visualisation-using-python

This Repository consists of several python snippets for creating Two-Dimensional (2D) Graphics

data-analysis data-science data-visualization matplotlib visualization

Last synced: 02 Jun 2026

https://github.com/yashika-malhotra/micromobility-service-provider---hypothesis-testing

Examined factors influencing demand for micro-mobility shared electric cycles Performed exploratory analysis and hypothesis testing, revealing the distinct influence of weather-season association on hourly counts

colab-notebook data-visualization eda exploratory-data-analysis hypothesis-testing jupyter-notebook matplotlib matplotlib-pyplot numpy pandas python scipy-library scipy-stats seaborn skit-learn

Last synced: 12 Apr 2026

https://github.com/mo-karbalaee/study-tracking-report

I keep track of my studies in the "Boosted" mobile app and then export it periodically as a CSV file analyze it.

data-visualization eda

Last synced: 25 Feb 2026

https://github.com/aryansharma5/data-visualization-and-thorough-analysis

comprehensive guide for data analysis and visualization

data-analysis data-visualization

Last synced: 18 Mar 2025

https://github.com/leomariga/pyn2

A python library for creating dynamic N² (N-squared) charts to visualize complex systems interactions for engineering and project management.

charts data-visualization modeling modeling-tools n-squared n-squared-diagrams n2 n2-charts openmdao project-management systems systems-engineering systems-interactions visualization

Last synced: 29 Jan 2026

https://github.com/garcane/insight-ventures-inc-analysis

This report provides a comprehensive analysis of Insight Ventures Inc.'s financial performance based on data from 2013 and 2014. It includes insights into sales performance, profitability, and market trends across North America and Europe.

data-visualization excel excel-dashboard excel-report financial-analysis

Last synced: 19 Mar 2026

https://github.com/tufstraka/irizs

Data Visualization projects. 📈📉📊

data-visualization

Last synced: 01 Feb 2026

https://github.com/jku-vds-lab/loops

Loops is a JupyterLab extension to support iterative and exploratory data analysis in computational notebooks.

data-analysis data-science data-visualization jupyter jupyter-notebook notebook provenance

Last synced: 29 Jan 2026

https://github.com/virajbhutada/google-stock-price-forecasting-lstm

Analyzing and predicting Google's stock prices through detailed data exploration and advanced LSTM models. This project involves data preprocessing, creating time-series sequences, constructing and training LSTM networks, and evaluating their performance to forecast future stock prices utilizing Python and Machine Learning libraries.

data-analysis data-science data-visualization future-prediction google-dataset google-stock-price-prediction google-stocks lstm-model lstm-neural-network machine-learning machine-learning-models matplotlib model-building model-training numpy python stock-forecasting

Last synced: 27 Feb 2025

https://github.com/mayankyadav23/air-bnb-data-analysis

Data analysis and insights from NYC Airbnb listings, focusing on key metrics such as host performance, neighborhood trends, pricing, and customer reviews. Comprehensive documentation of ETL processes and analytical methodologies is provided. Perfect for understanding Airbnb dynamics and decision-making in the NYC market.

advanced-excel business-intelligence data-analysis data-analytics data-visualization power-bi ppt

Last synced: 19 Mar 2026

https://github.com/nouman6093/advanced-statistical-models

in this repository i will upload everything i have learned about data science advanced statistical models. there are over 42 statistical models. each of them work on algorithms. and there are over 32 algorithms. each library has its own way of writing such statistical models. after learning i will try to upload as much statistical models as possibl

data data-analysis data-science data-visualization

Last synced: 11 Jun 2026

https://github.com/seanivore/design-site

High-Demand Digital Asset Showcase: A 'walled garden' approach that allows one to revamp portfolio sites to showcase the most in-demand web assets at that time

admin-dashboard data-visualization digital-assets e-commerce-website framer ios-app magazine-website web-app web-development webflow

Last synced: 06 Feb 2026

https://github.com/mtrebi/d3_cars

Cars Dataset Visualization (PCP) using d3.js

d3js data-visualization javascript

Last synced: 12 May 2026

https://github.com/sdcastillo/pa-r-study-manual

An online study guide for the SOA's predictive analytics exam.

data-science data-visualization machine-learning predictive-modeling r-programming

Last synced: 24 Feb 2026

https://github.com/serbng/lauexplore

Post processing tools for data produced by the lauetools package.

data-science data-visualization synchrotron-radiation x-ray-diffraction

Last synced: 24 Feb 2026

https://github.com/dsnchz/solid-plotly

SolidJS wrapper for Plotly.js – reactive and performant charts powered by Plotly, built for Solid.

analysis analytics charting-library charts data-visualization solidjs visualization

Last synced: 02 Apr 2026

https://github.com/2kabhishek/pyestate

Real estate price analysis 🏠💰

analysis data-visualization finance mapbox panel plotly pyviz real-estate

Last synced: 09 May 2026

https://github.com/astrabert/drosmel-in-asia

Drosophila melanogaster IndSeq and PoolSeq genomics data in Asia and Europe

academic-project asia data-visualization drosophila-melanogaster genomics-data population-genomics

Last synced: 19 Mar 2026

https://github.com/neurodivergent-dev/3d-fractal-explorer

Interactive 3D visualization tool for exploring the mesmerizing world of Mandelbrot and Julia fractals. Built with Python, OpenGL and PyQt5, offering real-time animation and intuitive controls.

3d-graphics complex-numbers computer-graphics data-visualization educational fractal graphics-programming interactive julia-set mandelbrot math-visualization mathematical-art mathematics numpy opengl pyqt pyqt5 python scientific-visualization visualization

Last synced: 04 May 2026

https://github.com/mpolinowski/victory-data-chart

React.js components for modular charting and data visualization

chart css-grid-layout data-visualization react styled-components victory

Last synced: 13 May 2026

https://github.com/cyberkutti-iedc/pingpong

PingPong Notifier provides real-time GitHub notifications and data visualization through a website, server, Chrome extension, and NodeMCU hardware. Stay updated on GitHub activities effortlessly.

chrome-extension data-visualization esp8266 express fullstack github-notifications javascript nodejs nodemcu real-time-updates tailwindcss vuejs website

Last synced: 24 Jan 2026

https://github.com/souravbhadra/maplapse

A python library to create animated timelapse of maps

animation data-visualization geospatial-visualization gif gis map mapping python spatial-data video

Last synced: 15 Mar 2025

https://github.com/s-sutharsan-20/python-matplotlib-1

This repository contains matplotlib python programs

data-visualization matplotlib python

Last synced: 13 May 2026

https://github.com/loginchik/moscow-hex

3D glyph visualization of Moscow center cadastre buildings data

3d-graphics data-visualization threejs

Last synced: 17 Apr 2026

https://github.com/mansurpro/digitrecognizer

DigitRecognizer is a simple, handcrafted neural network implemented with NumPy to classify handwritten digits from the MNIST dataset. This project demonstrates the foundational principles of neural networks, including forward propagation, backpropagation, and gradient descent, all built from scratch without relying on deep learning frameworks.

backpropagation custom-dataset data-visualization deep-learning from-scratch gradient-descent handwritten-digit-recognition machine-learning minimal-dependencies mnist neural-network numpy python

Last synced: 16 May 2026

https://github.com/nafisalawalidris/building-a-clustering-model-for-customer-segmentation

Customer Segmentation Using Clustering: This repo applies clustering algorithms to a customer transaction dataset, grouping similar customers together based on their purchasing behavior. Targeted marketing strategies can be developed by analyzing distinct customer segments.

clustering customer-segmentation data-analysis data-visualization k-means machine-learning marketing-analytics unsupervised-learning

Last synced: 16 Mar 2025

https://github.com/nafisalawalidris/tools-for-data-science

It covers popular languages (Python, R, SQL) and libraries (NumPy, Pandas) used in the field. The author shares their objectives of teaching data analysis, web development, and critical thinking skills. The repository also includes code examples, explanations of arithmetic expressions, and contact information for the author.

arithmetic-expressions data-analysis data-science data-visualization languages libraries matplotlib numpy pandas programming python r sql tools web-development

Last synced: 11 Apr 2026

https://github.com/shadowk29/cusumtools

An eclectic collection of python scripts I have found to be useful in processing nanopore data

data-analysis data-visualization time-series-analysis

Last synced: 16 Mar 2026