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jaybravekjhkim's Projects

ai-economist icon ai-economist

Foundation is a flexible, modular, and composable framework to model socio-economic behaviors and dynamics with both agents and governments. This framework can be used in conjunction with reinforcement learning to learn optimal economic policies, as done by the AI Economist (https://www.einstein.ai/the-ai-economist).

memorynets icon memorynets

Code for - Untangling tradeoffs between recurrence and self-attention in neural networks - https://arxiv.org/abs/2006.09471

neuraxle icon neuraxle

A Sklearn-like Framework for Hyperparameter Tuning and AutoML in Deep Learning projects. Finally have the right abstractions and design patterns to properly do AutoML. Let your pipeline steps have hyperparameter spaces. Enable checkpoints to cut duplicate calculations. Go from research to production environment easily.

pysteps icon pysteps

Python framework for short-term ensemble prediction systems.

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