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accosmin
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nano
C++ library [machine learning & numerical optimization] - superseeded by libnano
MIT License
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Easier deployment of the library
#207
accosmin
opened
5 years ago
1
Implement MARS
#206
accosmin
opened
5 years ago
0
Extended backtracking line-search for Armijo condition
#205
accosmin
closed
5 years ago
2
Lemarechal line-search
#204
accosmin
closed
5 years ago
0
Differentiable DAG
#203
accosmin
opened
5 years ago
0
Remove dependency on DevIL
#202
accosmin
opened
5 years ago
0
Implement VadaBoost
#201
accosmin
closed
5 years ago
1
Implement RKS
#200
accosmin
opened
5 years ago
1
Implement TaylorBoost
#199
accosmin
closed
5 years ago
0
Implement Nesterov's accelerated gradient descent method
#198
accosmin
closed
5 years ago
0
Implement quasi-Newton methods
#197
accosmin
opened
6 years ago
0
Implement Gradient Boosting
#196
accosmin
opened
6 years ago
0
Trainable toggable layers
#195
accosmin
closed
5 years ago
0
Crop layer
#194
accosmin
closed
5 years ago
0
Regularization methods
#193
accosmin
closed
5 years ago
0
Zero initialization
#192
accosmin
closed
5 years ago
0
Extend synthetic tasks with customizable number of folds
#191
accosmin
closed
6 years ago
0
L2-regularization for the stochastic trainer
#190
accosmin
closed
6 years ago
0
Export tensors to numpy
#189
accosmin
closed
6 years ago
1
Tune optimization hyper-parameters on the validation dataset
#188
accosmin
closed
6 years ago
1
Data augmentation layers
#187
accosmin
closed
6 years ago
0
Fashion-MNIST
#186
accosmin
closed
6 years ago
1
N-parity synthetic task
#185
accosmin
closed
6 years ago
0
Investigate minibatch LBFGS
#184
accosmin
closed
6 years ago
1
Topological sort with consecutive inputs
#183
accosmin
closed
6 years ago
1
Support for thinLTO
#182
accosmin
closed
6 years ago
0
Merge layers & models
#181
accosmin
closed
6 years ago
0
Support for code coverage & static analysis in Travis
#180
accosmin
closed
6 years ago
0
Extend solvers
#179
accosmin
closed
6 years ago
0
Replace custom tensors with Eigen/Unsupported/Tensor
#178
accosmin
closed
7 years ago
0
Variance-scaled stochastic gradient descent
#177
accosmin
closed
6 years ago
0
Softmax layer
#176
accosmin
closed
7 years ago
0
Support for ImageNet
#175
accosmin
opened
7 years ago
0
Boosting as a trainer
#174
accosmin
closed
6 years ago
1
Faster tunning of the stochastic solvers
#173
accosmin
closed
7 years ago
0
Extend benchmark
#172
accosmin
closed
7 years ago
1
Investigate adaQN
#171
accosmin
closed
6 years ago
0
Extend experimentation scripts
#170
accosmin
closed
7 years ago
1
Accumulate gradients in model_t
#169
accosmin
closed
6 years ago
0
Refactor iterators
#168
accosmin
closed
7 years ago
0
Extend apps/train
#167
accosmin
closed
7 years ago
0
Regularized nonlinear acceleration
#166
accosmin
closed
5 years ago
0
Gradient shattering - to investigate
#165
accosmin
closed
5 years ago
0
Weight normalization
#164
accosmin
closed
5 years ago
1
Auto-tune the minibatch size
#163
accosmin
closed
7 years ago
1
New iterator: random images as negative samples {-1}^C
#162
accosmin
closed
7 years ago
0
Utility to construct MLPs & convnets
#161
accosmin
closed
7 years ago
0
Extend convolution layer to support padding
#160
accosmin
closed
6 years ago
1
Densely connected network
#159
accosmin
closed
5 years ago
0
Residual network
#158
accosmin
closed
5 years ago
2
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