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deepwalk's Introduction

Hi there ๐Ÿ‘‹

I am a data scientist. I solve real-world problems using data science and AI. I have a passion for learning and sharing my knowledge with others. You can read my blogs here and feel free to reach out to me to share your thoughts.

My skills ๐Ÿ“Š๐Ÿ“ˆ

  • Python
  • R Programming
  • Stable Diffusion
  • Generative AI
  • Natural Language Processing (NLP)
  • Streamlit
  • Anvil

If you found value in something I have created, please feel free to follow me on Linkedin!!

deepwalk's People

Contributors

prateekjoshi565 avatar

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deepwalk's Issues

Feature Extraction using JSON data

Hi Prateek,
Could you please help me how to extract feature using JSON data.
For the reference, here is how my JSON file looks like.
Please do suggest me.

test.json
{
"directed": false,
"multigraph": true,
"graph": {},
"nodes": [
{
"surface_type": "PLANE",
"id": 0
},
{
"surface_type": "CYLINDER",
"id": 1
},
{
"surface_type": "PLANE",
"id": 2
},
{
"surface_type": "PLANE",
"id": 3
},
],
"links": [
{
"convexity": "convex",
"source": 0,
"target": 21,
"key": 0
},
{
"convexity": "convex",
"source": 0,
"target": 21,
"key": 1
},
{
"convexity": "convex",
"source": 0,
"target": 21,
"key": 2
}

]

}

Hoping for your response.
Thanking you

how to form graphs? :)

I have recently read your useful article on Learn How to Perform Feature Extraction from Graphs using DeepWalk and I really enjoyed it. Meanwhile, I want to work on a pure text data that I have nothing as graph of.
In your article, you've used Seealsology to form graphs, what are the other ways to do so? Do you know a practical way for it?

thanks in advance :)

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