tbparse
tensorboardX
| tbparse | tensorboardX | |
|---|---|---|
| 1 | 1 | |
| 158 | 7,795 | |
| - | - | |
| 5.9 | 7.0 | |
| 5 months ago | 6 months ago | |
| Python | Python | |
| Apache License 2.0 | MIT License |
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tbparse
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[P] tbparse: Load tensorboard event logs as pandas DataFrames for scientific plotting; Supports both PyTorch and TensorFlow
The package is open source (https://github.com/j3soon/tbparse) and the usages are documented in detail (https://tbparse.readthedocs.io/en/latest/). My friends and I have been using it for a while and find it very convenient, so I think some of you may benefit from it. I would be happy to hear your feedback and feature requests.
tensorboardX
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[D] 2022 State of Competitive ML -- The Downfall of TensorFlow
Tensorboardx is your friend: https://github.com/lanpa/tensorboardX
What are some alternatives?
oneline - Read a text file, one line at a time
ivy - The Unified Machine Learning Framework [Moved to: https://github.com/unifyai/ivy]
nni - An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
oobabooga-macOS - Optimizing performance, building and installing packages required for oobabooga, AI and Data Science on Apple Silicon GPU. The goal is to optimize wherever possible, from the ground up.
d2l-en - Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
tfgraphviz - A visualization tool to show a TensorFlow's graph like TensorBoard
Activeloop Hub - Data Lake for Deep Learning. Build, manage, query, version, & visualize datasets. Stream data real-time to PyTorch/TensorFlow. https://activeloop.ai [Moved to: https://github.com/activeloopai/deeplake]
aim - Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
datasets - 🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
ivy - The Unified AI Framework
muzero-general - MuZero