i-ru chen
@ccakarolotwxcaaauuum_• Sep 21, 2022
Riksbank goes big, but the Swedish krona remains troubled | Article | ING Think
the Riksbank will continue to build FX reserves
Riksbank goes big, but the Swedish krona remains troubled | Article | ING Thinkthink.ing.com
i-ru chen
@ccakarolotwxcaaauuum_• Sep 12, 2022
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
How To Use *args and **kwargs in Python 3 | DigitalOceanwww.digitalocean.com
i-ru chen
@ccakarolotwxcaaauuum_• Aug 17, 2022
Reinforcement Learning vs Bayesian Optimization: when to use what | by Avishek Nag | Towards Data Science
Random search
Reinforcement Learning vs Bayesian Optimization: when to use what | by Avishek Nag | Towards Data Sciencetowardsdatascience.com
i-ru chen
@ccakarolotwxcaaauuum_• Aug 17, 2022
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
Hyperparameter optimization - Wikipediaen.wikipedia.org
i-ru chen
@ccakarolotwxcaaauuum_• Aug 16, 2022
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)
Autonomous robotic nanofabrication with reinforcement learning | Science Advanceswww.science.org
i-ru chen
@ccakarolotwxcaaauuum_• Jul 19, 2022
Copy of Copy of Copy of LOGML.ipynb - Colaboratory
Copy of Copy of Copy of LOGML.ipynb - Colaboratorycolab.research.google.com
i-ru chen
@ccakarolotwxcaaauuum_• Jun 29, 2022
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).
Measuring accuracy - Lithography principles | ASMLwww.asml.com
i-ru chen
@ccakarolotwxcaaauuum_• Jun 8, 2022
Outracing champion Gran Turismo drivers with deep reinforcement learning | Nature
quantile regression soft actor-critic (QR-SAC)
Outracing champion Gran Turismo drivers with deep reinforcement learning | Naturewww.nature.com
i-ru chen
@ccakarolotwxcaaauuum_• Jun 7, 2022
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.
Projects | LOGMLwww.logml.ai
i-ru chen
@ccakarolotwxcaaauuum_• Jun 6, 2022
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.
classmethod() in Python - GeeksforGeekswww.geeksforgeeks.org