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TarrySingh / Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials

Star 3.1k

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

python aws machine-learning lua deep-learning neural-network tensorflow scikit-learn keras ipython-notebook torch pandas pytorch kaggle artificial-intelligence matplotlib tensorflow-tutorials convolutional-neural-networks python-data capsule-network
  • Updated Jul 1, 2022
  • Python

TylerYep / torchinfo

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Star 1.1k
Open

Summary doesn't give the number of parameters for a GCN

1
imaspol
imaspol commented Jul 4, 2022

Describe the bug
When the summary on the Graph Convolutional Networks model is called and the model input is provided, the output summary doesn't contain any numbers in the column "Param #".
To Reproduce
Steps to reproduce the behavior:
torch-summary 1.4.5

  1. The model in use: https://github.com/usydnlp/TextGCN_analysis
  2. Inputs for the model are features: tensor([0.0000e+00, 1.0000
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help wanted good first issue
pykeen

pykeen / pykeen

Star 910
Open

Closed World Training Loop

cthoyt
cthoyt commented May 9, 2021

PyKEEN currently implements two training loops:

  1. The local closed world assumption (LCWA). People often mistakenly call this the closed world assumption)
  2. The stochastic closed world assumption (sLCWA). People often mistakenly call this the open world assumption)

Training for the link prediction task under the open world assumption is mostly nonsensical (some negatives are necessa

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good first issue ⚽ Training Loop

OPHoperHPO / image-background-remove-tool

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Open

Thank you, the future, and EC2 instances.

5
qarthandgi
qarthandgi commented Sep 17, 2020

Hey @OPHoperHPO, first want to say thank you for the amazing amount of work that you've put into this! I had two questions for you in regards to this amazing journey you've embarked on.

  1. What are your long term intentions with this project, and do you have a rough timeline for new releases/features?
  2. Do you have a specific EC2 instance type that you recommend to use with this workload?
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good first issue question

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