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Lessons From Alpha Zero (part 6) — Hyperparameter Tuning
This is the sixth installment in our series on lessons learned from implementing AlphaZero. Check out Part 1, Part 2, Part 3, Part 4, and Part 5. In this post, we summarize the configuration and…
machine-learning  reinforcement-learning  games 
3 days ago by jseppanen
HMTL for NLP
This is a demo of HMTL for NLP, our new NLP multi-task model that reaches or beats SotA on 4 distinct NLP tasks.
machine-learning  nlp  demo 
4 weeks ago by jseppanen
Evaluating Text Output in NLP: BLEU at your own risk
One question I get fairly often from folks who are just getting into NLP is how to evaluate systems when the output of that system is text, rather than some sort of classification of the input text…
machine-learning  nlp  machine-translation  evaluation 
4 weeks ago by jseppanen
vitchyr/rlkit: Collection of reinforcement learning algorithms
Collection of reinforcement learning algorithms. Contribute to vitchyr/rlkit development by creating an account on GitHub.
machine-learning  reinforcement-learning  pytorch 
8 weeks ago by jseppanen
facebookresearch/StarSpace: Learning embeddings for classification, retrieval and ranking.
Learning embeddings for classification, retrieval and ranking. - facebookresearch/StarSpace
machine-learning  deep-learning  recommender  ranking  nlp 
8 weeks ago by jseppanen
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