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experimental-hazardregression's Introduction

Experimental-HazardRegression (Attributing Hacks) with Trend Filtering

Features

  • Allow dynamic parameter spaces
  • No features preprocessing
  • Online learning with isotonic fussed lasso signal approximator

Data

  • Currrently support libsvm format

(Note: under developing)

Usage

  • git clone --recursive [email protected]:ziqilau/Experimental-HazardRegression.git
  • cd Experimental-HazardRegression; git checkout 9d1358e; make -j8;
  • cd example; ipython notebook monotone_demo.ipynb

experimental-hazardregression's People

Contributors

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Watchers

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experimental-hazardregression's Issues

error with make -j8

Hi Ziqi,

awesome work!
There is a small issue with make. Below is the error:

g++ -I./src -I./include -I./dmlc-core/include -I./dmlc-core/src -I/home/yunzhao/Experimental-HazardRegression/deps/include -std=c++0x -MM -MT build/main.o src/main.cc >build/main.d
g++ -I./src -I./include -I./dmlc-core/include -I./dmlc-core/src -I/home/yunzhao/Experimental-HazardRegression/deps/include -std=c++0x -MM -MT build/updater.o src/updater.cc >build/updater.d
g++ -I./src -I./include -I./dmlc-core/include -I./dmlc-core/src -I/home/yunzhao/Experimental-HazardRegression/deps/include -std=c++0x -MM -MT build/sgd/sgd_updater.o src/sgd/sgd_updater.cc >build/sgd/sgd_updater.d
g++ -I./src -I./include -I./dmlc-core/include -I./dmlc-core/src -I/home/yunzhao/Experimental-HazardRegression/deps/include -std=c++0x -MM -MT build/learner.o src/learner.cc >build/learner.d
g++ -I./src -I./include -I./dmlc-core/include -I./dmlc-core/src -I/home/yunzhao/Experimental-HazardRegression/deps/include -std=c++0x -MM -MT build/sgd/sgd_learner.o src/sgd/sgd_learner.cc >build/sgd/sgd_learner.d
In file included from src/sgd/sgd_updater.h:9:0,
from src/updater.cc:6:
src/sgd/./sgd_param.h:8:28: fatal error: dmlc/parameter.h: No such file or directory
compilation terminated.
In file included from src/sgd/./sgd_updater.h:9:0,
from src/sgd/sgd_updater.cc:6:
src/sgd/././sgd_param.h:8:28: fatal error: dmlc/parameter.h: No such file or directory
compilation terminated.
Makefile:21: recipe for target 'build/updater.o' failed
make: *** [build/updater.o] Error 1
make: *** Waiting for unfinished jobs....
Makefile:21: recipe for target 'build/sgd/sgd_updater.o' failed
make: *** [build/sgd/sgd_updater.o] Error 1
g++ -I./src -I./include -I./dmlc-core/include -I./dmlc-core/src -I/home/yunzhao/Experimental-HazardRegression/deps/include -std=c++0x -MM -MT build/data/batch_iter.o src/data/batch_iter.cc >build/data/batch_iter.d
In file included from src/sgd/sgd_learner.h:9:0,
from src/learner.cc:6:
src/sgd/./sgd_param.h:8:28: fatal error: dmlc/parameter.h: No such file or directory
compilation terminated.
Makefile:21: recipe for target 'build/learner.o' failed
make: *** [build/learner.o] Error 1
In file included from src/sgd/./sgd_learner.h:9:0,
from src/sgd/sgd_learner.cc:6:
src/sgd/././sgd_param.h:8:28: fatal error: dmlc/parameter.h: No such file or directory
compilation terminated.
Makefile:21: recipe for target 'build/sgd/sgd_learner.o' failed
make: *** [build/sgd/sgd_learner.o] Error 1
In file included from src/data/batch_iter.cc:6:0:
src/data/./batch_iter.h:8:23: fatal error: dmlc/data.h: No such file or directory
compilation terminated.
Makefile:21: recipe for target 'build/data/batch_iter.o' failed
make: *** [build/data/batch_iter.o] Error 1
src/main.cc:6:28: fatal error: dmlc/parameter.h: No such file or directory
compilation terminated.
Makefile:21: recipe for target 'build/main.o' failed
make: *** [build/main.o] Error 1
make: *** wait: No child processes. Stop.

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