Avito Context Ad Clicks

System Requirement

64-bit Unix-like operating system
at least 20GB memory and 500GB disk space

Dependencies and requirements

Python 2.7
pypy 2.1.0
XGBoost
scons
numpy 1.9.2
sklearn 0.15.2
theano 0.7.0
lasagne 0.1.dev0
nolearn
g++ (with C++11, OpenMp, gflags and protobuf)

Instruction

move all tsv files into ./data folder
Compile the C++ code by
```
cd IceLR
scons
```
run script to generate data and basic models
```
bash run.sh
```

generate final submission by

pypy run.py --type ensemble --method nn > nn_log.log