Journal Club (Monjoy)

Sequence to Sequence Learning with Neural Networks [pdf]

Ilya Sutskever*, Oriol Vinyals*, Quoc V. Le*

* Google

Discussion

• http://karpathy.github.io/2015/05/21/rnn-effectiveness/

• https://medium.com/analytics-vidhya/encoder-decoder-seq2seq-models-clearly-explained-c34186fbf49b

• https://colah.github.io/posts/2015-08-Understanding-LSTMs/

• list of activation functions: https://towardsdatascience.com/activation-functions-neural-networks-1cbd9f8d91d6

• https://transformer.huggingface.co/doc/distil-gpt2

• https://colab.research.google.com/drive/1TNUB8vsZimVZl_wktWS1ac4wyw8kaNLW?usp=sharing

• https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0262209

Hackaton

Analyst onboarding, what have we learned

1. Architecturally entirely on the client-side. It's all about env-specific SDKs mediating API calls.

2. The A in FAIR indeed is about governance - compare scoping oauth2 with governing the identity associated with the bearer token.

3. Money: billing accounts are associated with the API calls as the "projectID" parameter.

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Image commons

(Praful paper discussion - potential answer: the files themselves ...)

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Box

Indexing metadata in Box APIs - templates and filters

download (bhaumik)

Accessing box download URL without actually downloading the file.

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JWT

Techie corner: regular oauth2 vs JWT

https://firebase.google.com/docs/reference/rest/auth