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i-ru chen

@ccakarolotwxcaaauuum_• Sep 21, 2022open-state

Riksbank goes big, but the Swedish krona remains troubled | Article | ING Think

the Riksbank will continue to build FX reserves

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Riksbank goes big, but the Swedish krona remains troubled | Article | ING Thinkthink.ing.com

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i-ru chen

@ccakarolotwxcaaauuum_• Sep 12, 2022open-state

How To Use *args and **kwargs in Python 3 | DigitalOcean

Because we used *args to send a variable-length argument list to our function

is used to pass a keyworded, variable-length argument dictionary to a function

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How To Use *args and **kwargs in Python 3 | DigitalOceanwww.digitalocean.com

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i-ru chen

@ccakarolotwxcaaauuum_• Aug 17, 2022open-state

Reinforcement Learning vs Bayesian Optimization: when to use what | by Avishek Nag | Towards Data Science

Random search

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Reinforcement Learning vs Bayesian Optimization: when to use what | by Avishek Nag | Towards Data Sciencetowardsdatascience.com

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i-ru chen

@ccakarolotwxcaaauuum_• Aug 17, 2022open-state

Hyperparameter optimization - Wikipedia

Bayesian optimization aims to gather observations revealing as much information as possible about this function and, in particular, the location of the optimum

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Hyperparameter optimization - Wikipediaen.wikipedia.org

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i-ru chen

@ccakarolotwxcaaauuum_• Aug 16, 2022open-state

Autonomous robotic nanofabrication with reinforcement learning | Science Advances

agent typically requires more than 150 episodes to find a successful policy

model-based RL similar to the Dyna algorithm

acting in the simulation (A)

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Autonomous robotic nanofabrication with reinforcement learning | Science Advanceswww.science.org

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i-ru chen

@ccakarolotwxcaaauuum_• Jul 19, 2022open-state

Copy of Copy of Copy of LOGML.ipynb - Colaboratory

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Copy of Copy of Copy of LOGML.ipynb - Colaboratorycolab.research.google.com

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i-ru chen

@ccakarolotwxcaaauuum_• Jun 29, 2022open-state

Measuring accuracy - Lithography principles | ASML

manually pre-processed to remove any spurious relationships (where the domain experts see a correlation but know there is no causal relationship).

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Measuring accuracy - Lithography principles | ASMLwww.asml.com

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i-ru chen

@ccakarolotwxcaaauuum_• Jun 8, 2022open-state

Outracing champion Gran Turismo drivers with deep reinforcement learning | Nature

quantile regression soft actor-critic (QR-SAC)

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Outracing champion Gran Turismo drivers with deep reinforcement learning | Naturewww.nature.com

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i-ru chen

@ccakarolotwxcaaauuum_• Jun 7, 2022open-state

Projects | LOGML

cheap models that circumvent edge-based representations either partially or altogether such as PaiNN [2] and (ii) distilling large directional GNNs into cheaper regular GNNs.

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Projects | LOGMLwww.logml.ai

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i-ru chen

@ccakarolotwxcaaauuum_• Jun 6, 2022open-state

classmethod() in Python - GeeksforGeeks

bound to the class and not the object of the class.

It can modify a class state that would apply across all the instances of the class. For example, it can modify a class variable that would be applicable to all the instances.

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classmethod() in Python - GeeksforGeekswww.geeksforgeeks.org