Jupyter Notebook Visualization

Open-source Jupyter Notebook projects categorized as Visualization
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Topics: Python Data Science Machine Learning Pytorch Deep Learning
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Top 23 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: Dtreeviz: Decision Tree Visualization | news.ycombinator.com | 2023-08-03

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • lida

    Automatic Generation of Visualizations and Infographics using Large Language Models

    • Project mention: Yes, Python and Matplotlib can make pretty charts | news.ycombinator.com | 2024-04-16

  • 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).

  • labml

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

  • lovely-tensors

    Tensors, ready for human consumption

  • 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.

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • covid19-forecast-hub

    Projections of COVID-19, in standardized format

  • complex-upset

    A library for creating complex UpSet plots with ggplot2 geoms

  • feder

    Visualize hnsw, faiss and other anns index

    • Project mention: CRUD operations on Vector Databases | /r/LangChain | 2023-12-08

  • datacamp

    🍧 DataCamp data-science and machine learning courses

  • covid19-severity-prediction

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

  • global-chem

    A Knowledge Graph of Common Chemical Names to their Molecular Definition

  • factorio-blueprint-visualizer

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

    • Project mention: Abstract Factorio Fan Art | /r/factorio | 2023-12-10

    These images show Factorio blueprints in a generated and abstract way. I trained a Text-to-Image generative model on artistic visualizations of Factorio blueprints (https://github.com/piebro/factorio-blueprint-visualizer) and used various text prompts for different styles. You can use and test the model here if you want to generate similar images: https://huggingface.co/piebro/factorio-blueprint-visualizations-sdxl-lora.

  • tsdownsample

    High-performance time series downsampling algorithms for visualization

  • forestplot

    A Python package to make publication-ready but customizable coefficient plots.

  • anovos

    Anovos - An Open Source Library for Scalable feature engineering Using Apache-Spark

  • RigidBodySim.jl

    Simulation and visualization of articulated rigid body systems in Julia

  • examples

    📝 Examples of how to use Neptune for different use cases and with various MLOps tools (by neptune-ai)

  • whylogs-examples

    A collection of WhyLogs examples in various languages

  • sdui

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

  • sports-analytics

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

  • Comparison-of-winners-of-elections-with-different-voting-methods

    Compare the results of different voting methods

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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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).

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 4,599
2 dtreeviz 2,836
3 lida 2,384
4 ecco 1,903
5 labml 1,863
6 lovely-tensors 1,048
7 Transformer-MM-Explainability 701
8 covid19-forecast-hub 439
9 complex-upset 431
10 feder 320
11 datacamp 303
12 covid19-severity-prediction 227
13 global-chem 140
14 factorio-blueprint-visualizer 132
15 tsdownsample 126
16 forestplot 98
17 anovos 77
18 RigidBodySim.jl 68
19 examples 65
20 whylogs-examples 47
21 sdui 38
22 sports-analytics 32
23 Comparison-of-winners-of-elections-with-different-voting-methods 3

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