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- [[Lavori Ristrutturazione]]
- [[PAPERS/Software-ecosystem-book-chapter]]
- type:: [[meeting]]
  external-links:: 
  tags:: 
  people:: #people/claudio #people/juri #people/riccardo #people/PhuongNguyen
  presenter:: #people/claudio
  date:: [[15-09-2022]]
  duration-min:: 72
	- ![image.png](../assets/image_1663255002804_0.png)
	- ![image.png](../assets/image_1663255015769_0.png)
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	- ![image.png](../assets/image_1663255130726_0.png)
		- Claudio has some ideas to employ Pytorch in our context to develop recsys
	- ![image.png](../assets/image_1663255235458_0.png)
	- ![image.png](../assets/image_1663255291339_0.png)
		- It is necessary to have in the Claudio's thesis a section about AutoML
	- ![image.png](../assets/image_1663255368192_0.png)
	- ![image.png](../assets/image_1663255419524_0.png)
		- Way to compose existing models
	- ![image.png](../assets/image_1663255453686_0.png)
		- Look at what Azure ML is doing concerning recsys for supporting ML pipelines [[Ideas]]
		  collapsed:: true
			- There is also a respository we could you ([OpenML](https://www.openml.org/)OpenML I think)
	- ![image.png](../assets/image_1663255676941_0.png)
	- ![image.png](../assets/image_1663255743343_0.png)
		- Dataset of queries and they classified the intent of the user ie navigational, transactional, and informational
			- Use this maybe for user-feedback [[Ideas]]
	- ![image.png](../assets/image_1663255899417_0.png)
	- ![image.png](../assets/image_1663255935871_0.png)
		- [[Ideas]]
	- ![image.png](../assets/image_1663256047826_0.png)
		- [[Ideas]]
	- #Pytorch is provided by Facebook
		- It seems to be faster and also because it is becoming open source
	- #Tensorflow is from Google
	- Use Transformer (BERT) to extend NEMO
		- Or use NLP techniques to even recommend values for recommended operations/actions