Top 9 Python Tensorboard Projects

Pytorch-UNet

2 8,522 3.9 Python

PyTorch implementation of the U-Net for image semantic segmentation with high quality images
tensorboardX

1 7,814 7.0 Python

tensorboard for pytorch (and chainer, mxnet, numpy, ...)
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aim

70 4,865 7.9 Python

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

Project mention: aim VS cascade - a user suggested alternative | libhunt.com/r/aim | 2023-12-05

text-classification-cnn-rnn

1 4,088 0.0 Python

CNN-RNN中文文本分类，基于TensorFlow
muzero-general

14 2,396 0.0 Python

MuZero

Project mention: Open source rules engine for Magic: The Gathering | news.ycombinator.com | 2023-12-14

I went looking for MuZero implementations in order to see how, exactly, they interact with the game space. Based on this one, which had the most stars in the muzero topic, it appears that it needs to be able to discern legal next steps from the current game state https://github.com/werner-duvaud/muzero-general/blob/master/...
So, I guess for the cards Forge has implemented one could MuZero it, but I believe it's a bit chicken and egg with a "free text" game like M:TG -- in order to train one would need to know legal steps for any random game state, but in order to have legal steps one would need to be able to read and interpret English rules and card text

Fast-SRGAN

0 647 0.0 Python

A Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fps
tbparse

1 159 5.9 Python

Load tensorboard event logs as pandas DataFrames for scientific plotting; Supports both PyTorch and TensorFlow
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lightning-hydra-template

1 150 0.0 Python

Deep Learning project template best practices with Pytorch Lightning, Hydra, Tensorboard. (by lkhphuc)
tfgraphviz

0 45 0.0 Python

A visualization tool to show a TensorFlow's graph like TensorBoard

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).

Python Tensorboard related posts

[P] Pytorch Lightning + Hydra + Tensorboard project template with best/good software practices.

1 project | /r/MachineLearning | 12 Mar 2021

Index

What are some of the best open-source Tensorboard projects in Python? This list will help you:

	Project	Stars
1	Pytorch-UNet	8,522
2	tensorboardX	7,814
3	aim	4,865
4	text-classification-cnn-rnn	4,088
5	muzero-general	2,396
6	Fast-SRGAN	647
7	tbparse	159
8	lightning-hydra-template	150
9	tfgraphviz	45

Python Tensorboard

Top 9 Python Tensorboard Projects

Python Tensorboard related posts

[P] Pytorch Lightning + Hydra + Tensorboard project template with best/good software practices.

Index