▬▬ Papers ▬▬▬▬▬▬▬▬▬▬▬▬
Temporal Graph Networks: https://arxiv.org/pdf/2006.10637.pdf (used for the intro)
Pytorch Geometric Temporal: https://arxiv.org/pdf/2104.07788.pdf
Diffusion Convolutional Recurrent Neural Network: https://arxiv.org/pdf/1707.01926.pdf
MST-GNN: https://arxiv.org/pdf/2108.11244.pdf


▬▬ Used Vector Graphics ▬▬▬▬▬▬▬
All icons and vector graphics used are from www.flaticon.com by these creators:
- Moon, Sensor, Traffic signs: freepik
- Cars: Konkapp, vectorsmarket15, DinosoftLabs, Vectors Market
- City: smallikeart
The road vector graphics are from: https://de.vecteezy.com/vektorkunst/1...


▬▬ Used Music ▬▬▬▬▬▬▬▬▬▬▬
Music from Uppbeat (free for Creators!):
https://uppbeat.io/t/genuine-colour/t...
License code: ONW3ZGTQBAPMEEFQ


▬▬ Used Videos ▬▬▬▬▬▬▬▬▬▬
Pexels:
- Bhargava Marripati
- Vitaly Vlasov
- Tom Fisk
- Pressmaster
- Tima Miroshnichenko


▬▬ Used Images ▬▬▬▬▬▬▬▬▬▬
DCRNN: https://arxiv.org/pdf/1707.01926.pdf
Transfer GNN for Pandemic forecasting: https://arxiv.org/pdf/2009.08388.pdf
Mediapipe: https://google.github.io/mediapipe/so...
Solar Power: https://arxiv.org/pdf/2107.13875.pdf


▬▬ Timestamps ▬▬▬▬▬▬▬▬▬▬▬
00:00 Introduction
00:53 Temporal Graphs
02:25 Applications
03:30 Traffic Forecasting Example
08:01 Temporal GNNs
11:11 Variants/Papers
12:40 Dynamic Graphs
14:00 Outro


▬▬ Support me if you like 🌟
►Link to this channel: https://bit.ly/3zEqL1W
►Support me on Patreon: https://bit.ly/2Wed242
►Buy me a coffee on Ko-Fi: https://bit.ly/3kJYEdl


▬▬ My equipment 💻
- Microphone: https://amzn.to/3DVqB8H
- Microphone mount: https://amzn.to/3BWUcOJ
- Monitors: https://amzn.to/3G2Jjgr
- Monitor mount: https://amzn.to/3AWGIAY
- Height-adjustable table: https://amzn.to/3aUysXC
- Ergonomic chair: https://amzn.to/3phQg7r
- PC case: https://amzn.to/3jdlI2Y
- GPU: https://amzn.to/3AWyzwy
- Keyboard: https://amzn.to/2XskWHP
- Bluelight filter glasses: https://amzn.to/3pj0fK2