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Top 23 Jupyter Notebook Visualization Projects
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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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Project mention: Automatic Generation of Visualizations and Infographics with LLMs | news.ycombinator.com | 2023-08-29
YOU MUST ALWAYS return code using the provided code template. DO NOT add notes or explanations." (https://github.com/microsoft/lida/blob/main/lida/components/...)
They prompted that things MUST be correct in their prompts and it reports any transformations it does to your data, it might give you some insight into its logic to test yourself against the data.
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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).
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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.
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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-severity-prediction
Extensive and accessible COVID-19 data + forecasting for counties and hospitals. 📈
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factorio-blueprint-visualizer
A python library to artfully visualize Factorio Blueprints and an interactive web demo for using it.
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.
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examples
📝 Examples of how to use Neptune for different use cases and with various MLOps tools (by neptune-ai)
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sdui
Local ImGui UI for Stable Diffusion. Features embedded PNG metadata, Apple M1 fixes, result caching, img2img, and more! (by harskish)
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sports-analytics
Data collection, processing, visualization, modeling, and ideation in the space of sports analytics
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Comparison-of-winners-of-elections-with-different-voting-methods
Compare the results of different voting methods
Project mention: Compare the results of different voting methods | Research Project | /r/votingtheory | 2023-04-16 -
visualizingRuntimes
Use code to visualize and determine runtime complexities for different algorithms.
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SaaSHub
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Jupyter Notebook Visualization related posts
- Abstract Factorio Fan Art
- Automatic Generation of Visualizations and Infographics with LLMs
- What visualization strategies should I explore for data in a vector DB?
- What are some good tools for exploratory data analysis?
- Turn Pandas Into Human Readable Charts
- Show HN: Turn Your Pandas Dataframe into a Tableau-Style UI for Visual Analysis
- Show HN: Turn Your Pandas Dataframe into a Tableau-Style UI for Visual Analysis
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A note from our sponsor - SaaSHub
www.saashub.com | 19 Mar 2024
Index
What are some of the best open-source Visualization projects in Jupyter Notebook? This list will help you:
Project | Stars | |
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1 | lucid | 4,599 |
2 | dtreeviz | 2,788 |
3 | lida | 2,276 |
4 | ecco | 1,880 |
5 | labml | 1,795 |
6 | lovely-tensors | 1,030 |
7 | Transformer-MM-Explainability | 694 |
8 | covid19-forecast-hub | 436 |
9 | complex-upset | 419 |
10 | feder | 320 |
11 | datacamp | 298 |
12 | covid19-severity-prediction | 226 |
13 | factorio-blueprint-visualizer | 131 |
14 | tsdownsample | 122 |
15 | forestplot | 93 |
16 | anovos | 77 |
17 | RigidBodySim.jl | 68 |
18 | examples | 64 |
19 | whylogs-examples | 47 |
20 | sdui | 38 |
21 | sports-analytics | 32 |
22 | Comparison-of-winners-of-elections-with-different-voting-methods | 3 |
23 | visualizingRuntimes | 2 |