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An initial effort has been done to include many models for the modelling and classification task. However, there are several small improvements that could greatly benefit the package.
Hyperparamete…
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My notebook, _FinRL_HyperparameterTuning_Optuna.ipynb_, (in Tutorials/4-Optimization) is failing because of the changes recently made to the _StockTradingEnv_ class, specifically the introduction of "…
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可以搜索channel，feature map size，
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https://arxiv.org/abs/1804.07824
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I'd like to make a couple more changes to kriging
### 1. Noise variance hyperparameter
This would allow modeling and optimization of noisy functions. I would probably add this as a field to the …
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Milos,
I took the effort to break our projects into steps. Each step could be a script by itself (where applicable)
1) Data Import and Wrangling
2) Exploratory Data analysis
3) Split Data set…
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Hi,
For the one in optimal_learning/python/python_version/log_likelihood.py, Line 107 is trying to apply numpy.log10 on hyperparameter_optimizer.domain._domain_bounds. I think we should issue a warni…
yf275 updated
9 years ago
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Hi I am trying to train models on MIMIC-IV via following [tutorial](https://eventstreamml.readthedocs.io/en/dev/overview.html). But failed. please help on it. thanks.
Here're the commands I ran:
1…
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````
df_conc.head(5)
index | raw
2021-07-07 09:00:01 | 0.48
2021-07-07 09:30:06 | 0.46
2021-07-07 10:00:01 | 1.39
2021-07-07 10:30:06 | 0.84
2021-07-07 11:00:02 | 1.01
index datetime64[ns…
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I currently have the problem that, a lot of times, the results Optuna optimization produces are not really too optimal, due to the stochastic nature of RL training. For example, training 3 agents with…