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Changes made since version 1
============================
+ Important fact:
- !!! WARNING !!! The library is now completely embedded
in the namespace Torch.
+ Main bugs corrected:
- PolynomialKernel
- IOTorch sparse
- MultiClassFormat::toOneHot
- the shift computation in Softmax
- the end criterion in StochasticGradient
- the reverseSparseMemory() function doesn't exist anymore
+ New features:
- Makefile and Makefile_options changed (in Torch/config and Torch/kernel)
- the options in Object have been improved
- REAL_EPSILON value in general.h
- MSTDVSparseNormalize in normalize.h
- some functions for strings in string_utils.h
- some functions in log_add.h
+ New classes:
- WeightedSumMachine
- Bagging
- Boosting
- BoostingMeasurer
- MultiCriterion
- SparseDataSet
- FileSparseDataSet
- SparseLinear
- LogSoftmax
- ClassLLCriterion
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