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Update to release 0.2.0
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Alexander März committed May 23, 2023
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2 changes: 1 addition & 1 deletion examples/simulation_example_NegativeBinomial.ipynb
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},
"outputs": [],
"source": [
"# Specifies Gamma distribution with exp response function and option to stabilize Gradient/Hessian. See ?NegativeBinomial for more information.\n",
"# Specifies Negative Binomial distribution with corresponding response functions and option to stabilize Gradient/Hessian. See ?NegativeBinomial for more information.\n",
"xgblss = XGBoostLSS(\n",
" NegativeBinomial(stabilization=\"None\", # Options are \"None\", \"MAD\", \"L2\".\n",
" response_fn_total_count=\"relu\", # Function to transform the total_count-parameter, e.g., \"exp\", \"softplus\" or \"relu\".\n",
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2 changes: 1 addition & 1 deletion examples/simulation_example_Poisson.ipynb
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},
"outputs": [],
"source": [
"# Specifies Gamma distribution with exp response function and option to stabilize Gradient/Hessian.\n",
"# Specifies Poisson distribution with relu response function and option to stabilize Gradient/Hessian.\n",
"xgblss = XGBoostLSS(\n",
" Poisson(stabilization=\"None\", # Options are \"None\", \"MAD\", \"L2\".\n",
" response_fn=\"relu\") # Function to transform the rate-parameter, e.g., \"exp\", \"softplus\" or \"relu\".\n",
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