From 5a5ccefe83b6537db52e4419a649ee25a7ccd5e3 Mon Sep 17 00:00:00 2001 From: Nicolas Beltran-Velez <61052993+velezbeltran@users.noreply.github.com> Date: Sat, 13 Sep 2025 15:28:13 -0400 Subject: [PATCH 1/7] Add FAQ section on model speed issues --- README.md | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/README.md b/README.md index 281dfb1..4c99d6c 100644 --- a/README.md +++ b/README.md @@ -98,6 +98,11 @@ y_quantiles = y_samples.sample_quantile(q=[0.05, 0.95]) See the documentation for more information on available methods and parameters. +## FAQ: + +*Question*: I am having issues with the speed of the model. What do I do? +*Answer*: Some users have reported problems with the sampling speed. If, this is your case reduce either of these two hyper-parameters: `n_estimators` or `early_stopping_rounds`. + --- ## Citing Treeffuser From 98852d5064b5b4aa63ea4208694c23766c91f005 Mon Sep 17 00:00:00 2001 From: Nicolas Beltran-Velez <61052993+velezbeltran@users.noreply.github.com> Date: Sat, 13 Sep 2025 15:28:57 -0400 Subject: [PATCH 2/7] Fix formatting in FAQ section of README --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 4c99d6c..38fc1d0 100644 --- a/README.md +++ b/README.md @@ -100,8 +100,8 @@ See the documentation for more information on available methods and parameters. ## FAQ: -*Question*: I am having issues with the speed of the model. What do I do? -*Answer*: Some users have reported problems with the sampling speed. If, this is your case reduce either of these two hyper-parameters: `n_estimators` or `early_stopping_rounds`. +- **Question**: I am having issues with the speed of the model. What do I do? +- **Answer**: Some users have reported problems with the sampling speed. If, this is your case reduce either of these two hyper-parameters: `n_estimators` or `early_stopping_rounds`. --- From b8d6e05e1dbf8f9b1140f6519beec595a1e183de Mon Sep 17 00:00:00 2001 From: Nicolas Beltran-Velez <61052993+velezbeltran@users.noreply.github.com> Date: Sat, 13 Sep 2025 15:29:24 -0400 Subject: [PATCH 3/7] Fix formatting in FAQ section of README --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 38fc1d0..a44bbac 100644 --- a/README.md +++ b/README.md @@ -100,8 +100,8 @@ See the documentation for more information on available methods and parameters. ## FAQ: -- **Question**: I am having issues with the speed of the model. What do I do? -- **Answer**: Some users have reported problems with the sampling speed. If, this is your case reduce either of these two hyper-parameters: `n_estimators` or `early_stopping_rounds`. +**Question**: I am having issues with the speed of the model. What do I do? +**Answer**: Some users have reported problems with the sampling speed. If, this is your case reduce either of these two hyper-parameters: `n_estimators` or `early_stopping_rounds`. --- From 00a14a1a333adb5c28d619ccb58d9545682954f2 Mon Sep 17 00:00:00 2001 From: Nicolas Beltran-Velez <61052993+velezbeltran@users.noreply.github.com> Date: Sat, 13 Sep 2025 15:29:43 -0400 Subject: [PATCH 4/7] Update FAQ with model speed improvement tips --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index a44bbac..3228cad 100644 --- a/README.md +++ b/README.md @@ -101,6 +101,7 @@ See the documentation for more information on available methods and parameters. ## FAQ: **Question**: I am having issues with the speed of the model. What do I do? + **Answer**: Some users have reported problems with the sampling speed. If, this is your case reduce either of these two hyper-parameters: `n_estimators` or `early_stopping_rounds`. --- From 5e2a4da92bb8c7ca4723d15ea803a524732fa716 Mon Sep 17 00:00:00 2001 From: Nicolas Beltran-Velez <61052993+velezbeltran@users.noreply.github.com> Date: Sat, 13 Sep 2025 15:30:41 -0400 Subject: [PATCH 5/7] Update FAQ on sampling speed issues --- README.md | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/README.md b/README.md index 3228cad..9cca268 100644 --- a/README.md +++ b/README.md @@ -100,9 +100,7 @@ See the documentation for more information on available methods and parameters. ## FAQ: -**Question**: I am having issues with the speed of the model. What do I do? - -**Answer**: Some users have reported problems with the sampling speed. If, this is your case reduce either of these two hyper-parameters: `n_estimators` or `early_stopping_rounds`. +**Sampling Speed Issues**: Some users have reported slow sampling speeds. If this is your case you can get significant improvements by reducing either of these two hyper-parameters: `n_estimators` or `early_stopping_rounds`. --- From 9662f8b89ed633f12497ce277eceabd8db932c38 Mon Sep 17 00:00:00 2001 From: Nicolas Beltran-Velez <61052993+velezbeltran@users.noreply.github.com> Date: Sat, 13 Sep 2025 15:31:05 -0400 Subject: [PATCH 6/7] Correct FAQ entry on sampling speed issues --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 9cca268..7e651ec 100644 --- a/README.md +++ b/README.md @@ -100,7 +100,7 @@ See the documentation for more information on available methods and parameters. ## FAQ: -**Sampling Speed Issues**: Some users have reported slow sampling speeds. If this is your case you can get significant improvements by reducing either of these two hyper-parameters: `n_estimators` or `early_stopping_rounds`. +**Sampling Speed Issues**: Some users have reported slow sampling speeds. If this is your case, you can get significant improvements by reducing either of these two hyper-parameters: `n_estimators` or `early_stopping_rounds`. --- From bb639d070aa99729b0ea3ff0180aeba44c15cace Mon Sep 17 00:00:00 2001 From: Nicolas Beltran-Velez <61052993+velezbeltran@users.noreply.github.com> Date: Sat, 13 Sep 2025 15:38:42 -0400 Subject: [PATCH 7/7] Fix formatting issue in FAQ section of README --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 7e651ec..8b37426 100644 --- a/README.md +++ b/README.md @@ -100,7 +100,7 @@ See the documentation for more information on available methods and parameters. ## FAQ: -**Sampling Speed Issues**: Some users have reported slow sampling speeds. If this is your case, you can get significant improvements by reducing either of these two hyper-parameters: `n_estimators` or `early_stopping_rounds`. +**Sampling Speed Issues**: Some users have reported slow sampling speeds. If this is your case, you can get significant improvements by reducing either of these two hyper-parameters: `n_estimators` or `early_stopping_rounds`. ---