Visualization Libraries

121 Components & Libraries

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Visualization Libraries

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

Records the activity (comments and karma) on the hot page of a Reddit sub and prepare an animated data visualisation.

For example, if I live in Europe and want to plot for american viewers (-7 hours compared to my local time):

Python script for illustrating Convolutional Neural Networks (CNN) using Keras-like model definitions

Python script for illustrating Convolutional Neural Networks (CNN). Inspired by the draw_convnet project [1]. python-pptx (if you want to save models as pptx) Keras (if you want to convert Keras sequ…

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…

An elegant Python interface for visualization on the web platform to interactively generate insights into multidimensional images, point sets, and geometry.

ITKWidgets is an elegant Python interface for visualization on the web platform to interactively generate insights into multidimensional images, point sets, and geometry. To install for all environme…

A simple tool for logging and plotting measurements during machine learning experiments

Noggin is a simple Python tool for ‘live’ logging and plotting measurements during experiments. Although Noggin can be used in a general context, it is designed around the train/test and batch/epoch …

python-for-data-and-media-communication-gitbook

An open source book on Python tailed for communication students with zero background

This is an open source text book for communication students to learn Python and data skills. No prerequisites, like prior programming or technology experience, are required. However, expect intensive…

A complete tutorial in python for Data Analysis and Machine Learning

This tutorial doesn't assume any prior knowledge in python, or any other background in programming languages. The whole tutorial is written in jupyter notebooks, which I feel is the best platform for…

VerticaPy is a Python library that exposes sci-kit like functionality to conduct data science projects on data stored in Vertica, thus taking advantage Vertica’s speed and built-in analytics and machine learning capabilities.

⭐ 2023-12-01: VerticaPy secures 200 stars. 📢 2020-06-27: Vertica-ML-Python has been renamed to VerticaPy. The easiest and most accurate way to find documentation for a particular function is to use t…

🗣️ A book and repo to get you started programming voice computing applications in Python (10 chapters and 200+ scripts).

First, clone the repository and submodules: Now you have all the dependencies necessary to follow along with the chapters in the book. You don’t need to worry about any other installations. Any feedb…

Python GUIs for Humans! PySimpleGUI is the top-rated Python application development environment. Launched in 2018 and actively developed, maintained, and supported in 2024. Transforms tkinter, Qt, WxPython, and Remi into a simple, intuitive, and fun experience for both hobbyists and expert users.

PySimpleGUI is more than a GUI library: PySimpleGUI simplifies much of your Python development process. Sure, it makes developing user interfaces much easier, but PySimpleGUI also tames advanced Pyt…

🍧 DataCamp data-science and machine learning courses

The collection the DataCamp courses I have taken so far.

napari: a fast, interactive, multi-dimensional image viewer for python

It is recommended to install napari into a virtual environment, like this: From inside an IPython shell, you can open up an interactive viewer by calling All our layer types support n-dimensional dat…

Lets Map Your Network enables you to visualise your physical network in form of graph with zero manual error

It is utmost important for any security engineer to understand their network first before securing it and it becomes a daunting task to have a ‘true’ understanding of a widespread network. In a mid t…

Converts Optical Flow files to images and optionally compiles them to a video. Flow viewer GUI is also available. Check out mockup right from Github Pages:

Alternatively you may install the package directly from github repo First dockerize cloned repo Then launch the container with port 8000 exposed Package can be used both from the command line and …

Achieve your marketing goals with the data analytics power of Python

Data Science for Marketing Analytics covers every stage of data analytics, from working with a raw dataset to segmenting a population and modeling different parts of it based on the segments. The cou…

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 …

Carefully curated resource links for data science in one place

A trove of carefully curated resources and links (on the topics of software, platforms, language, techniques, etc.) related to data science, all in one place. Homework 3

:camera: Reactive python package for managing, creating and visualizing different deep-learning image annotation formats

Image understanding is widely used in many areas like satellite imaging, robotic technologies, sensory networks, medical and biomedical imaging, intelligent transportation systems, etc. Recently sema…

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…

Data visualisation and ray tracing in Python based on OptiX 7.7 framework.

... but PlotOptiX is much faster on large data, and, with all the raytraced shades and DoF, more readable and eye catching. You can quickly display data in a simple plot: or prepare complex scenes, c…

📊📉 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:

Portfolio analytics for quants, written in Python

QuantStats: Portfolio analytics for quants ========================================== Here's an example of a simple tear sheet analyzing a strategy: Output: Output: You can create 7 different report …

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…

Debugging, monitoring and visualization for Python Machine Learning and Data Science

TensorWatch is a debugging and visualization tool designed for data science, deep learning and reinforcement learning from Microsoft Research. It works in Jupyter Notebook to show real-time visualiza…

🤖 An automated machine learning framework for audio, text, image, video, or .CSV files (50+ featurizers and 15+ model trainers). Python 3.6 required.

Allie is a framework for building machine learning models from audio, text, image, video, or .CSV files. Intended for both beginners and experts, Allie is designed to be easy-to-use for rapid prototy…

🛠 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…

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…

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