kangas
🦘 Explore multimedia datasets at scale (by comet-ml)
vaex
Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀 (by vaexio)
| kangas | vaex | |
|---|---|---|
| 12 | 7 | |
| 1,029 | 8,180 | |
| 0.6% | 0.2% | |
| 7.1 | 5.4 | |
| 26 days ago | about 2 months ago | |
| Jupyter Notebook | Python | |
| Apache License 2.0 | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
kangas
Posts with mentions or reviews of kangas.
We have used some of these posts to build our list of alternatives
and similar projects.
- Kangas: Pandas for Multimedia Datasets
- Reimagining Santa Clause with Stable Diffusion
- Reimagining Santa Claus with Stable Diffusion
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[P] Kangas 2.0: EDA for Computer Vision Datasets
We're incredibly grateful to the community here for all the feedback and support you've offered so far. It's been very helpful to us in setting our roadmap, and motivating our continued work. If you're curious about Kangas, please take it for a spin by running any of the Colab notebooks linked in the project README, or by visiting https://kangas.comet.com, where we've deployed a demo app.
- Kangas – Exploratory Data Analysis for Computer Vision Datasets
- Kangas: Explore Multimedia Datasets at Scale
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kangas is a new python library and I'm sharing how I used this to evaluate my images in my object detection project.
Github: https://github.com/comet-ml/kangas
- Kangas V1: A pandas-like library for exploring multimedia data
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My company just released a New Open Source Project called Kangas. Here's a video of me showing how I used the tool to visualize my Experience Replay Buffers for my RL Robotics Environment!
Just wanted to alert the RL community of a cool new open-source tool that was just released. Kangas Datagrid is like Excel/Pandas but for Images! It's super easy to use and install! Check out the repository and also a live interactive demo here!
vaex
Posts with mentions or reviews of vaex.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-06-03.
-
preprocessing millions of records - how to speed up the processing
Try vaex, vaex, using lazy evaluation and parallel calculations, you should be fine.
-
High performance (for the consumer) time series storage?
I'd recommend QuestDB. Worked with it multiple times for different algorithmic trading needs and it didn't disappoint. If you want to load data fast, I'd recommend this Python library.
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Python Pandas vs Dask for csv file reading
How about vaex?
- Polars: Lightning-fast DataFrame library for Rust and Python
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For stocks, what historical data do you store and how do you store it?
You might find vaex (https://github.com/vaexio/vaex) interesting if you work with HDF5.
- I wrote one of the fastest DataFrame libraries
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A Hybrid Apache Arrow/Numpy DataFrame with Vaex Version 4.0
My guess is that should be possible, feel free to hop onto https://github.com/vaexio/vaex/discussions !