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Tensorboard Alternatives
Similar projects and alternatives to tensorboard
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SurveyJS
Open-Source JSON Form Builder to Create Dynamic Forms Right in Your App. With SurveyJS form UI libraries, you can build and style forms in a fully-integrated drag & drop form builder, render them in your JS app, and store form submission data in any backend, inc. PHP, ASP.NET Core, and Node.js.
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wandb
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
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labelImg
Discontinued LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.
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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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awesome-public-datasets
A topic-centric list of HQ open datasets.
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models
A collection of pre-trained, state-of-the-art models in the ONNX format (by onnx)
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links-detector
📖 👆🏻 Links Detector makes printed links clickable via your smartphone camera. No need to type a link in, just scan and click on it.
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tensorboard reviews and mentions
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Parts of Tensorboard are being rewritten in Rust for a 100× to 400× speedup
And, if you want a higher-level technical overview, the design doc is here: https://github.com/tensorflow/tensorboard/blob/master/docs/design/rustboard.md
Second, the key to keeping the stage values close to their on-disk forms is to define types that represent precisely what information we need at each step. Parse, don't validate An EventValue sum type directly wraps the innermost bytes on disk. A StageValue adjoins that to a sibling value (we can't just use the common ancestor because it's like a tuple (a, b, c) where we need to retain a and c but move b into a different context). And we move those into a StageReservoir, a special-purpose sampling structure.
Tensorboard is a "dashboard" for machine learning experiments from Google. It's notorious for being slow and leaking memory like crazy. One of the devs made a "just for fun" RustBoard and apparently it worked so well it's now integrated into TensorBoard as an experimental feature.
The async code is in our server.rs and cli.rs, because this exposes a Tonic server and Tonic is all-in on async.
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[D] Comparison of experiment tracking tools
A quick google search is telling me that this is possible but very poorly documented / communicated: https://github.com/tensorflow/tensorboard/issues/767
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📖 👆🏻 Making the Printed Links Clickable Using TensorFlow 2 Object Detection API
The cool part about TensorBoard is that we may run it directly in Google Colab. However, if you're running the notebook in your local installation of Jupyter you may also install it as Python package and launch it from the terminal.
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A note from our sponsor - WorkOS
workos.com | 28 Mar 2024
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tensorflow/tensorboard is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of tensorboard is TypeScript.