From 011df2993aebd9c4e707723b2be3a5da92812d72 Mon Sep 17 00:00:00 2001 From: Tianqi Chen Date: Tue, 9 Sep 2014 21:27:01 -0700 Subject: [PATCH 01/10] Update README.md --- wrapper/README.md | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/wrapper/README.md b/wrapper/README.md index e736b9b6a..d2a3d8499 100644 --- a/wrapper/README.md +++ b/wrapper/README.md @@ -10,3 +10,7 @@ Python R ===== * See [R-package](../R-package) + +Julia +===== +* See [XGBoost.jl](https://github.com/antinucleon/XGBoost.jl) From 1a6af1aacf0240219592ae1c10e80e00490cc474 Mon Sep 17 00:00:00 2001 From: Tianqi Chen Date: Tue, 9 Sep 2014 21:28:19 -0700 Subject: [PATCH 02/10] Update README.md --- wrapper/README.md | 9 +++------ 1 file changed, 3 insertions(+), 6 deletions(-) diff --git a/wrapper/README.md b/wrapper/README.md index d2a3d8499..9d2a21251 100644 --- a/wrapper/README.md +++ b/wrapper/README.md @@ -7,10 +7,7 @@ Python * To make the python module, type ```make``` in the root directory of project * Refer also to the walk through example in [demo folder](../demo/guide-python) -R +Other Languages ===== -* See [R-package](../R-package) - -Julia -===== -* See [XGBoost.jl](https://github.com/antinucleon/XGBoost.jl) +* R [R-package](../R-package) +* Julia [XGBoost.jl](https://github.com/antinucleon/XGBoost.jl) From 9e701440e751e75d208054e6dac8313f83d3c54d Mon Sep 17 00:00:00 2001 From: Tianqi Chen Date: Tue, 9 Sep 2014 21:28:58 -0700 Subject: [PATCH 03/10] Update README.md --- wrapper/README.md | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/wrapper/README.md b/wrapper/README.md index 9d2a21251..09851b97f 100644 --- a/wrapper/README.md +++ b/wrapper/README.md @@ -7,7 +7,10 @@ Python * To make the python module, type ```make``` in the root directory of project * Refer also to the walk through example in [demo folder](../demo/guide-python) -Other Languages +R ===== -* R [R-package](../R-package) -* Julia [XGBoost.jl](https://github.com/antinucleon/XGBoost.jl) +* See [R-package](../R-package) + +Julia +===== +* See [XGBoost.jl](https://github.com/antinucleon/XGBoost.jl) From 86bdef1f19857999d7c8db3ed0d7de30b2668c4c Mon Sep 17 00:00:00 2001 From: Tianqi Chen Date: Tue, 9 Sep 2014 21:31:40 -0700 Subject: [PATCH 04/10] Update README.md --- README.md | 9 ++++++++- 1 file changed, 8 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index d69189824..054f2c3fe 100644 --- a/README.md +++ b/README.md @@ -26,7 +26,14 @@ Features * Speed: XGBoost is very fast - IN [demo/higgs/speedtest.py](demo/kaggle-higgs/speedtest.py), kaggle higgs data it is faster(on our machine 20 times faster using 4 threads) than sklearn.ensemble.GradientBoostingClassifier * Layout of gradient boosting algorithm to support user defined objective -* Python interface, works with numpy and scipy.sparse matrix + +Languages +===== +* Standalone console version is supported, you can call xgboost from command line +* [XGBoost Python](wrapper) +* [XGBoost R](R-package) +* [XGBoost Julia](https://github.com/antinucleon/XGBoost.jl) + Build ===== From 2fec85ab8a9d8fc765272fc8809cb170cba21c25 Mon Sep 17 00:00:00 2001 From: Tianqi Chen Date: Tue, 9 Sep 2014 21:34:10 -0700 Subject: [PATCH 05/10] Update README.md --- README.md | 9 +-------- 1 file changed, 1 insertion(+), 8 deletions(-) diff --git a/README.md b/README.md index 054f2c3fe..f8f9aeae1 100644 --- a/README.md +++ b/README.md @@ -16,6 +16,7 @@ What's New ===== * See the updated [demo folder](demo) for feature walkthrough * Thanks to Tong He, the new [R package](R-package) is available +* Thanks to Bing Xu, [XGBoost.jl](https://github.com/antinucleon/XGBoost.jl) allows you to use xgboost from Julia Features ====== @@ -27,14 +28,6 @@ Features - IN [demo/higgs/speedtest.py](demo/kaggle-higgs/speedtest.py), kaggle higgs data it is faster(on our machine 20 times faster using 4 threads) than sklearn.ensemble.GradientBoostingClassifier * Layout of gradient boosting algorithm to support user defined objective -Languages -===== -* Standalone console version is supported, you can call xgboost from command line -* [XGBoost Python](wrapper) -* [XGBoost R](R-package) -* [XGBoost Julia](https://github.com/antinucleon/XGBoost.jl) - - Build ===== * Run ```bash build.sh``` (you can also type make) From c380342c5f86f455cfe89162226d4d2102458229 Mon Sep 17 00:00:00 2001 From: Tianqi Chen Date: Tue, 9 Sep 2014 21:35:24 -0700 Subject: [PATCH 06/10] Update README.md --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index f8f9aeae1..41085afdf 100644 --- a/README.md +++ b/README.md @@ -14,9 +14,10 @@ Notes on the Code: [Code Guide](src) What's New ===== + +* Thanks to Bing Xu, [XGBoost.jl](https://github.com/antinucleon/XGBoost.jl) allows you to use xgboost from Julia * See the updated [demo folder](demo) for feature walkthrough * Thanks to Tong He, the new [R package](R-package) is available -* Thanks to Bing Xu, [XGBoost.jl](https://github.com/antinucleon/XGBoost.jl) allows you to use xgboost from Julia Features ====== From 42754030045c68041acd860d88dace65d82500ba Mon Sep 17 00:00:00 2001 From: Tianqi Chen Date: Tue, 9 Sep 2014 21:38:01 -0700 Subject: [PATCH 07/10] Update README.md --- demo/README.md | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/demo/README.md b/demo/README.md index 5414e642e..6e7c86df9 100644 --- a/demo/README.md +++ b/demo/README.md @@ -8,7 +8,11 @@ This folder contains the all example codes using xgboost. Features Walkthrough ==== This is a list of short codes introducing different functionalities of xgboost and its wrapper. -* Basic walkthrough of wrappers [python](guide-python/basic_walkthrough.py) +* Basic walkthrough of wrappers + [python](guide-python/basic_walkthrough.py) + [R](../R-package/demo/basic_walkthrough.R) + [Julia](https://github.com/antinucleon/XGBoost.jl/blob/master/demo/basic_walkthrough.jl) + * Cutomize loss function, and evaluation metric [python](guide-python/custom_objective.py) * Boosting from existing prediction [python](guide-python/boost_from_prediction.py) * Predicting using first n trees [python](guide-python/predict_first_ntree.py) From 496301585a5e48ef32e2804a4d027394e08328bf Mon Sep 17 00:00:00 2001 From: Tianqi Chen Date: Tue, 9 Sep 2014 21:43:45 -0700 Subject: [PATCH 08/10] Update README.md --- demo/README.md | 26 ++++++++++++++++++++------ 1 file changed, 20 insertions(+), 6 deletions(-) diff --git a/demo/README.md b/demo/README.md index 6e7c86df9..bcc356712 100644 --- a/demo/README.md +++ b/demo/README.md @@ -12,12 +12,26 @@ This is a list of short codes introducing different functionalities of xgboost a [python](guide-python/basic_walkthrough.py) [R](../R-package/demo/basic_walkthrough.R) [Julia](https://github.com/antinucleon/XGBoost.jl/blob/master/demo/basic_walkthrough.jl) - -* Cutomize loss function, and evaluation metric [python](guide-python/custom_objective.py) -* Boosting from existing prediction [python](guide-python/boost_from_prediction.py) -* Predicting using first n trees [python](guide-python/predict_first_ntree.py) -* Generalized Linear Model [python](guide-python/generalized_linear_model.py) -* Cross validation [python](guide-python/cross_validation.py) +* Cutomize loss function, and evaluation metric + [python](guide-python/custom_objective.py) + [R](../R-package/demo/custom_objective.R) + [Julia](https://github.com/antinucleon/XGBoost.jl/blob/master/demo/custom_objective.jl) +* Boosting from existing prediction + [python](guide-python/boost_from_prediction.py) + [R](../R-package/demo/boost_from_prediction.R) + [Julia](https://github.com/antinucleon/XGBoost.jl/blob/master/demo/boost_from_prediction.jl) +* Predicting using first n trees + [python](guide-python/predict_first_ntree.py) + [R](../R-package/demo/boost_from_prediction.R) + [Julia](https://github.com/antinucleon/XGBoost.jl/blob/master/demo/boost_from_prediction.jl) +* Generalized Linear Model + [python](guide-python/generalized_linear_model.py) + [R](../R-package/demo/generalized_linear_model.R) + [Julia](https://github.com/antinucleon/XGBoost.jl/blob/master/demo/generalized_linear_model.jl) +* Cross validation + [python](guide-python/cross_validation.py) + [R](../R-package/demo/cross_validation.R) + [Julia](https://github.com/antinucleon/XGBoost.jl/blob/master/demo/cross_validation.jl) Basic Examples by Tasks ==== From d3f7952991b4eeb7dbe368c1fe90fe0e9971a7b8 Mon Sep 17 00:00:00 2001 From: Tianqi Chen Date: Thu, 18 Sep 2014 17:52:41 -0700 Subject: [PATCH 09/10] Update README.md --- demo/kaggle-higgs/README.md | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/demo/kaggle-higgs/README.md b/demo/kaggle-higgs/README.md index 2d9e2fd01..bba48d6b7 100644 --- a/demo/kaggle-higgs/README.md +++ b/demo/kaggle-higgs/README.md @@ -1,3 +1,9 @@ +Highlights +===== +Higgs challenge ends recently, xgboost is being used by many users. This is a list of highlights of xgboost solutions of other players +* Blogpost by phunther [Winning solution of Kaggle Higgs competition: what a single model can do](http://no2147483647.wordpress.com/2014/09/17/winning-solution-of-kaggle-higgs-competition-what-a-single-model-can-do/) + + Guide for Kaggle Higgs Challenge ===== From d6b60a1e4ad09ef5a3fadc58249261316584319d Mon Sep 17 00:00:00 2001 From: Tianqi Chen Date: Thu, 18 Sep 2014 17:53:20 -0700 Subject: [PATCH 10/10] Update README.md --- demo/kaggle-higgs/README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/demo/kaggle-higgs/README.md b/demo/kaggle-higgs/README.md index bba48d6b7..ce1a749fa 100644 --- a/demo/kaggle-higgs/README.md +++ b/demo/kaggle-higgs/README.md @@ -1,7 +1,7 @@ Highlights ===== -Higgs challenge ends recently, xgboost is being used by many users. This is a list of highlights of xgboost solutions of other players -* Blogpost by phunther [Winning solution of Kaggle Higgs competition: what a single model can do](http://no2147483647.wordpress.com/2014/09/17/winning-solution-of-kaggle-higgs-competition-what-a-single-model-can-do/) +Higgs challenge ends recently, xgboost is being used by many users. This list highlights the xgboost solutions of players +* Blogpost by phunther: [Winning solution of Kaggle Higgs competition: what a single model can do](http://no2147483647.wordpress.com/2014/09/17/winning-solution-of-kaggle-higgs-competition-what-a-single-model-can-do/) Guide for Kaggle Higgs Challenge