bschifferer

[RMP] Centralize Documentation into the Merlin/Merlin repo

2

## Problem: The feedback of our repository is that it is easy to follow: - Every repository has its own documentations. Users have to switch back and forth between documentations...

### Description We do not want to have examples, using multiple libraries in one repository. Therefore, we want to move the examples to Merlin/Merlin Merlin Systems: - [ ] `Merlin/Merlin/examples/ranking/`...

### Description HugeCTR is an implementation reference and we do not provide end-to-end examples to customers, anymore. We can remove the examples in movielens and criteo.

### Describe the documentation you'd like Merlin Documentation `how to install it` is not sufficient. It often explains how to use pip or conda, but doesnt explain how to install...

[Task] Convert multi-gpu-nvtabular to blog post

1

### Description We have an example describing the multi-GPU functionality of NVTabular. We should convert the content to a blog post and remove the example itself. [examples/legacy/multi-gpu-toy-example/multi-gpu_dask.ipynb](https://github.com/NVIDIA-Merlin/Merlin/pull/742/files#diff-5acc721a3ec85dff9a5862b800248307837d8ef7cf4458f5ab5cedc65e74922c)

[RMP] Benchmarking Session-Based Models

2

## Problem: We want to benchmark session-based (transformer-based) architectures in respect of speed-up, costs, inference, latency, etc. to provide guidance to our community. ## Goal: Provide guidance to our community...

[Task] Add all notebooks for unittests

3

### Description Review existing notebooks and add unit tests, if missing. Preferable, upgrade to use testbook

### Description Priority of examples for new PyTorch API 1. [ ] Getting Started 2. [ ] Explore Different Ranking Models 3. [ ] Retrieval Models 4. [ ] ecommerce-next-item-prediction...