<commit_before>---
time: 2-4pm
location: Jerome Greene Science Building - 5th Floor Conf. Room
presenter: <NAME>	
scribe: Gonzalo Mena
---

Jang, Eric et al. "Categorical Reparameterization with Gumbel-softmax." (2016) [link](http://openreview.net/pdf?id=rkE3y85ee)

Maddison, <NAME> et al. "The concrete distribution: a continuous relaxation of discrete random variables." (2016) [link](http://openreview.net/pdf?id=S1jE5L5gl)

Kusner, <NAME>. and <NAME>. "GANs for Sequences of Discrete Elements with the Gumbel-softmax Distribution." (2016) [link](https://arxiv.org/abs/1611.04051)
<commit_msg>updating with daniel's suggestion<commit_after>---
time: 2-4pm
location: Jerome Greene Science Building - 5th Floor Conf. Room
presenter: <NAME>	
scribe: Gonzalo Mena
---

Jang, Eric et al. "Categorical Reparameterization with Gumbel-softmax." (2016) [link](http://openreview.net/pdf?id=rkE3y85ee)

Maddison, <NAME> et al. "The concrete distribution: a continuous relaxation of discrete random variables." (2016) [link](http://openreview.net/pdf?id=S1jE5L5gl)

Kusner, <NAME>. and <NAME>. "GANs for Sequences of Discrete Elements with the Gumbel-softmax Distribution." (2016) [link](https://arxiv.org/abs/1611.04051)

Also of note: Tokui, Seiya. "Reparameterization trick for discrete variables." arXiv preprint arXiv:1611.01239 (2016). [link](https://arxiv.org/pdf/1611.01239)
{'fraction_non_alphanumeric': 0.13609898107714702, 'fraction_numerical': 0.05967976710334789, 'mean_word_length': 5.165919282511211, 'pattern_counts': {'":': 0, '<': 11, '<?xml version=': 0, '>': 11, 'https://': 3, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '3925975', 'n_tokens_mistral': 532, 'n_tokens_neox': 459, 'n_words': 136}