Visualization Libraries

117 Components & Libraries

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Visualization Libraries

🧐SwanLab: a tool for your machine learning log tracking and experiment management. Join our WeChat ⬇️

[24/01/25] 😄 We supported a new Config/Summary table component that supports parameter search. Additionally, we've used new fonts and color schemes.（v0.1.6） Requirement：Python 3.8+. For example, We w…

A reactive notebook for Python — run reproducible experiments, execute as a script, deploy as an app, and version with git.

Click this link to open the repo in a Gitpod Workspace: Create or edit notebooks with We're building a community. Come hang out with us! We believe that the tools we use shape the way we think — bett…

This repository contains resources in the form of ebooks, which are related to Data Science, Machine Learning, and similar topics.

one sentence generates any graph

AI-generated Graphic Models. With the rise of language models for generating images from text, SolidUI wants to help people quickly build visualization tools. The visualization content includes 2D, 3…

FastDup is a tool for gaining insights from a large image collection. It can find anomalies, duplicate and near duplicate images, clusters of similaritity, learn the normal behavior and temporal interactions between images. It can be used for smart subsampling of a higher quality dataset, outlier removal, novelty detection of new information to be sent for tagging. FastDup scales to millions of images running on CPU only.

FastDup is a tool for gaining insights from a large image collection. It can find anomalies, duplicate and near duplicate images, clusters of similarity, learn the normal behavior and temporal intera…

fastdup is a powerful free tool designed to rapidly extract valuable insights from your image & video datasets. Assisting you to increase your dataset images & labels quality and reduce your data operations costs at an unparalleled scale.

🚀 Introducing VL Profiler! 🚀 We're excited to announce our new cloud product, VL Profiler. It's designed to help you gain deeper insights and enhance your productivity while using fastdup. With VL P…

A tool to modify ONNX models in a visualization fashion, based on Netron and Flask.

To edit an ONNX model, one common way is to visualize the model graph, and edit it using ONNX Python API. This works fine. However, we have to code to edit, then visualize to check. The two processes…

Data Science Roadmap from A to Z

Pandas

Log images, point clouds, etc, and visualize them effortlessly. Built in Rust using egui

Use one of our logging APIs (Python or Rust) to log rich data, such as images and point clouds, to the Rerun Viewer, where it is visualized live or after the fact. Some shortcomings: Rerun uses an op…

Tools for r/Place data visualization with Blender and Python

Python scripts and instructions for: The scripts can be run with Jupyter Notebook guides, or by using the provided command line tool. Some basic knowledge of Python and Blender is assumed. It also he…

DashTools - Plotly Dash Command Line Tools - Create, Run and Deploy Templated Python Apps from Terminal

DashTools is an open-source command line toolchain for Plotly Dash that makes creating and deploying dash projects to Heroku intuitive and easy. Install with: Run the dashboard with: Create projects …

Public Archive: Beautiful and Elegant Quantum Mechanics Visualization.

ElectronVisualized provides an interactive visualization in the areas of chemistry and quantum mechanics. The app showcases atomic orbitals through electron density — alongside with molecular orbital…

estela, an elastic web scraping cluster 🕸

The project consists of three main modules: Each of these modules works independently of the rest and can be changed. Each module has a more detailed description in its corresponding directory.

Turns Data and AI algorithms into production-ready web applications in no time.

Taipy is designed for data scientists and machine learning engineers to build full-stack apps. To install Taipy stable release run: Below is our filter function. This is a typical Python …

No-code in the front, Python in the back. An open-source framework for creating data apps.

Streamsync is an open-source framework for creating data apps. Build user interfaces using a visual editor; write the backend code in Python. It's an alternative to Plotly Dash, Streamlit and Gradio.…

Detecting silent model failure. NannyML estimates performance for regression and classification models using tabular data. It alerts you when and why it changed. It is the only open-source library capable of fully capturing the impact of data drift on performance.

Because NannyML can estimate performance, it is possible to weed out data drift alerts that do not impact expected performance, combatting alert fatigue. Besides linking data drift issues to drops in…

Image comparison slider component for Streamlit

Data visualization is the visual presentation of data or information. The goal of data visualization is to communicate data or information clearly and effectively to readers. Typically, data is visualized in the form of a chart, infographic, diagram or map.

Data visualization is the visual presentation of data or information. The goal of data visualization is to communicate data or information clearly and effectively to readers. Typically, data is visua…

🙌 Welcome open-source Python mini-project contributions!

A collection of easy Python small projects to help you improve your programming skills. As a Python newbie, I understand the problems that people face when they first begin studying and attempting to…

This repository contains my Data Analytics portfolio projects ranging from SQL, Python, Tableau, Excel, and Hadoop (HiveQL).

App to easily query, script, and visualize data from every database, file, and API.

DataStation is an open-source data IDE for developers. It allows you to easily build graphs and tables with data pulled from SQL databases, logging databases, metrics databases, HTTP servers, and all…

ML powered analytics engine for outlier detection and root cause analysis.

Chaos Genius is an open source ML powered analytics engine for outlier detection and root cause analysis. Chaos Genius can be used to monitor and analyse high dimensionality business, data and system…

A small library for creating pretty heatmaps of daily data.

A small library for creating pretty heatmaps of daily data. The reasoning was roughly as follows: Also, as a summer loving person stuck in the Northern hemisphere, July is my favourite month by a lig…

Coursera_IBM-Data-Analyst-Professional-Certificate_OP

Quizzes & Assignment Solutions for IBM Data Analyst Professional Certificate on Coursera. Also included a few resources on side that I found helpful.

About This workshop and the materials in this repo are for anyone who is interested in working with Data Science to produce high quality, working style! Check out follow course link if you think it i…

awesome-python-machine-learning-resources

a collection of awesome machine learning and deep learning Python libraries&tools. 热门实用机器学习和深入学习Python库和工具的集合

An interactive dashboard for visualisation, integration and classification of data using Active Learning.

It is common for active learning to query areas of high uncertainty; these are often in the boundaries between classes where the expert's knowledge is required. To facilitate this human-in-the-loop p…

Python script to generate a visualization of various sorting algorithms, image or video.

Python script to generate a visualization of various sorting algorithms, image or video. Run it from the command line: Various arguments can be specified: