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Ticket for keeping track of overall discussion/issues about the 'Open Source PennAI' milestone.
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**basic user and developer documentation**
- [ ] User docs point to an intro to ML, particularly …
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In addition to workflow.fit() and workflow.transform() we need a workflow.update() which takes the existing fit and updates the statistics.
For most ops this should be very straightforward, but may…
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Example topics:
- metric learning in recommendation systems:
- https://towardsdatascience.com/introduction-to-recommender-system-part-2-adoption-of-neural-network-831972c4cbf7
- https://arxiv…
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I am new to recommender systems and would like to use latent representations for users as documented here:
https://maciejkula.github.io/spotlight/factorization/representations.html#module-spotlight…
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List of resources for building phase 2 of album recommendations, which is a machine-learning oriented approach as an evolution/alternative to a set of business rules.
http://cs229.stanford.edu/proj…
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```bash
cd pyCEURmake/ceurws/resources/queries
sqlquery -qn WikidataSync -en ceurws -qp ceurws.yaml -f github
```
## WikidataSync
### query
```sql
-- Volumes in Proceedings not in Volumes (no…
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https://github.com/wenqifan03/GraphRec-WWW19**Main Problem:**
This paper proposed a Graph model using neural networks. They represent users' social information as a graph: users' friends, users' rati…
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Implementation of the following:
- [x] Principal Component Analysis (PCA)
- [x] Principal Component Regression (PCR)
- [x] Partial Least Squares Regression (PLSR)
- [ ] Sammon Mapping
-…
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How to define BPRLoss and MarginLoss by DJL? Does there have some samples?
For PairWise data in recommender systems,
like user, pos_item, neg_item
I am already see the source of Loss in DJL, …