Data-visualization Libraries

57 Components & Libraries

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Data-visualization Libraries

Apache Superset is a Data Visualization and Data Exploration Platform

A modern, enterprise-ready business intelligence web application. Superset is a modern data exploration and data visualization platform. Superset can replace or augment proprietary business intellige…

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

It just takes a few lines of Python to create a beautiful demo like the one above, so let's get started 💫 You can run Gradio in your favorite code editor, Jupyter notebook, Google Colab, or anywhere …

Data Apps & Dashboards for Python. No JavaScript Required.

With Dash Open Source, Dash apps run on your local laptop or workstation, but cannot be easily accessed by others in your organization. Scale up with Dash Enterprise when your Dash app is ready for d…

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

A data visualization and analytics component, especially well-suited for large and/or streaming datasets.

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

Aim is an open-source, self-hosted ML experiment tracking tool designed to handle 10,000s of training runs. Aim provides a performant and beautiful UI for exploring and comparing training runs. Addit…

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…

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 …

🛠 All-in-one web-based IDE specialized for machine learning and data science.

The ML workspace is an all-in-one web-based IDE specialized for machine learning and data science. It is simple to deploy and gets you started within minutes to productively built ML solutions on you…

Data Science Roadmap from A to Z

Pandas

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…

🙌 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…

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.

These lecture notes are intended for introductory linear algebra courses, suitable for university students, programmers, data analysts, algorithmic traders and etc. The lectures notes are loosely bas…

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the most must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.

Multiplatform plotting library based on the Grammar of Graphics

This grammar [...] is made up of a set of independent components that can be composed in many different ways. This makes [it] very powerful because you are not limited to a set of pre-specified graph…

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.…

Retentioneering: product analytics, data-driven CJM optimization, marketing analytics, web analytics, transaction analytics, graph visualization, process mining, and behavioral segmentation in Python. Predictive analytics over clickstream, AB tests, machine learning, and Markov Chain simulations.

Retentioneering is a Python library that makes analyzing clickstreams, user paths (trajectories), and event logs much easier, and yields much broader and deeper insights than funnel analysis. You can…

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…

The code repository for projects and tutorials in R and Python that covers a variety of topics in data visualization, statistics sports analytics and general application of probability theory.

My interests lie in the intersection of statistical techniques, data visualization and sports (especially football). All the codes are written entirely in Python or R. I don't have a strong preferenc…

Visualise your Kedro data and machine-learning pipelines and track your experiments.

There are two ways you can use Kedro-Viz: To install Kedro-Viz as a Kedro plugin: As a standalone React component (for embedding Kedro-Viz in your web application). To install the standalone React c…

Python library and web service for Open Source Software Health and Sustainability metrics & data collection. You can find our documentation and new contributor information easily here: https://oss-augur.readthedocs.io/en/main/ and learn more about Augur at our website https://augurlabs.io

We gather trace data for a group of repositories, normalize it into our data model, and provide a variety of metrics about said data. The structure of our data model enables us to synthesize data acr…

A repository for the source code, notebooks, data, files, and other assets used in the data science and machine learning articles on LearnDataSci

A repository for the code, files, and other assets used in LearnDataSci articles. Links to posts on LearnDataSci and their repos (sorted by recency):

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…

📊📉 Embed Plotly Dash into your Flask applications.

Make Plotly Dash part of your Flask Application by following this example. Get set up locally in two steps:

DataScience_ArtificialIntelligence_Utils

Examples of Data Science projects and Artificial Intelligence use-cases

Data Science Hacks consists of tips, tricks to help you become a better data scientist. Data science hacks are for all - beginner to advanced. Data science hacks consist of python, jupyter notebook, pandas hacks and so on.

Data Science Hacks is created and maintained by Analytics Vidhya for the data science community. It includes a variety of tips, tricks and hacks related to data science, machine learning These Hacks …

CanvasXpress: A JavaScript Library for Data Analytics with Full Audit Trail Capabilities.

In addition to the built-in package documentation there are vignettes with more information on getting started and additional examples:

Interactive Dashboards and Data Apps with Plotly and Dash, published by Packt

With Plotly's Dash framework, it is now easier than ever for Python programmers to develop complete data apps and interactive dashboards. Dash apps can be used by a non-technical audience, and this w…

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