Jupyter Notebook Visualization

Open-source Jupyter Notebook projects categorized as Visualization

Top 15 Jupyter Notebook Visualization Projects

  • lucid

    A collection of infrastructure and tools for research in neural network interpretability.

  • dtreeviz

    A python library for decision tree visualization and model interpretation.

    Project mention: Pybaobab – Python implementation of visualization technique for decision trees | news.ycombinator.com | 2021-12-02

    Not really. If we are doing data science for many companies and explainability is an aspect we will likely go for decision trees if the lift for advanced models is minor anyways. We use this (not quite as pretty for visualization but extremely useful to get a grasp if the tree model): https://github.com/parrt/dtreeviz

  • Scout APM

    Truly a developer’s best friend. Scout APM is great for developers who want to find and fix performance issues in their applications. With Scout, we'll take care of the bugs so you can focus on building great things 🚀.

  • ecco

    Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).

    Project mention: [D] Visualizing attention | reddit.com/r/MachineLearning | 2022-01-19

    I ran into this a few days ago, might be useful https://github.com/jalammar/ecco

  • labml

    🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱

    Project mention: Creating stickers using SD with img2img | reddit.com/r/StableDiffusion | 2022-10-16

    Used the PromptArt app by labml.ai to generate a sticker of an image I took from my iPhone. The results are amazing.

  • Transformer-MM-Explainability

    [ICCV 2021- Oral] Official PyTorch implementation for Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers, a novel method to visualize any Transformer-based network. Including examples for DETR, VQA.

    Project mention: [D] DL Practitioners, Do You Use Layer Visualization Tools s.a GradCam in Your Process? | reddit.com/r/MachineLearning | 2022-10-28
  • covid19-forecast-hub

    Projections of COVID-19, in standardized format

    Project mention: When will the post-Christmas spike reach its peak? | reddit.com/r/PandemicPreps | 2021-12-22

    Given the impact of locality in gauging this, a tool like these might be a better resource for you: https://covid19forecasthub.org

  • covid19-severity-prediction

    Extensive and accessible COVID-19 data + forecasting for counties and hospitals. 📈

  • Zigi

    The context switching struggle is real. Zigi makes context switching a thing of the past. It monitors Jira and GitHub updates, pings you when PRs need approval and lets you take fast actions - all directly from Slack!

  • feder

    Visualize hnsw, faiss and other anns index

    Project mention: How to visualize high dimensional data? | reddit.com/r/datavisualization | 2022-06-16
  • factorio-blueprint-visualizer

    A python library to artfully visualize Factorio Blueprints and an interactive web demo for using it.

    Project mention: More blueprint visualizations | reddit.com/r/factorio | 2021-12-02

    I updated my code and my examples. The code can now visualize bounding boxes of buildings and connect belts, pipes and rails. I also newly added electricity and wire connections. Check out the code if you like: https://github.com/piebro/factorio-blueprint-visualizer. There is also an interactive demo you can try out with your own blueprints.

  • lovely-tensors

    Tensors, ready for human consumption

    Project mention: [P] Lovely Tensors library | reddit.com/r/MachineLearning | 2022-11-05

    Hi! I made the ❤️ Lovely Tensors: https://github.com/xl0/lovely-tensors library.

  • RigidBodySim.jl

    Simulation and visualization of articulated rigid body systems in Julia

  • sdui

    Local ImGui UI for Stable Diffusion. Features embedded PNG metadata, Apple M1 fixes, result caching, img2img, and more! (by harskish)

    Project mention: How to use other diffusers (k_euler) with various Mac SD forks? | reddit.com/r/StableDiffusion | 2022-09-01

    I have the k-diffusion samplers working on M1 in my repo: https://github.com/harskish/sdui If you're comfortable with programming you could port the patches over.

  • sports-analytics

    Data collection, processing, visualization, modeling, and ideation in the space of sports analytics

  • visualizingRuntimes

    Use code to visualize and determine runtime complexities for different algorithms.

  • DIF

    "DNA IMAGE FOOTPRINT" The main idea is to convert a DNA sequence to an image to find any related sequences in the image with common algorithms (by MahdiKarimian)

  • SonarQube

    Static code analysis for 29 languages.. Your projects are multi-language. So is SonarQube analysis. Find Bugs, Vulnerabilities, Security Hotspots, and Code Smells so you can release quality code every time. Get started analyzing your projects today for free.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2022-11-05.

Jupyter Notebook Visualization related posts

Index

What are some of the best open-source Visualization projects in Jupyter Notebook? This list will help you:

Project Stars
1 lucid 4,466
2 dtreeviz 2,310
3 ecco 1,538
4 labml 1,230
5 Transformer-MM-Explainability 466
6 covid19-forecast-hub 413
7 covid19-severity-prediction 208
8 feder 139
9 factorio-blueprint-visualizer 123
10 lovely-tensors 99
11 RigidBodySim.jl 67
12 sdui 34
13 sports-analytics 22
14 visualizingRuntimes 2
15 DIF 1
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