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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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Improve results on CIFAR-10 & CIFAR-100
#157
accosmin
opened
7 years ago
0
Extended benchmark functionality
#156
accosmin
closed
7 years ago
0
Predefined layers
#155
accosmin
closed
7 years ago
1
Support for other well-known machine learning datasets
#154
accosmin
closed
7 years ago
1
Script to evaluate the activations on MNIST
#153
accosmin
closed
7 years ago
0
Make stochastic optimizers more robust
#152
accosmin
closed
7 years ago
1
New application info_model
#151
accosmin
closed
7 years ago
0
Refactor 3D convolution
#150
accosmin
closed
7 years ago
1
Support for freezing layers
#149
accosmin
closed
7 years ago
1
Better activation functions
#148
accosmin
closed
7 years ago
1
Simplify interface
#147
accosmin
closed
7 years ago
0
Investigate other regularization methods for deep models
#146
accosmin
closed
7 years ago
1
Polynomial layers
#145
accosmin
closed
7 years ago
0
More memory efficient loading of SVHN
#144
accosmin
closed
7 years ago
1
More memory efficient libarchive wrapper
#143
accosmin
closed
7 years ago
0
Refactor tasks and models to output 3D tensors
#142
accosmin
closed
7 years ago
0
Benchmark functions for stochastic optimizers
#141
accosmin
closed
6 years ago
0
Synthetic task to simulate matrix multiplication
#140
accosmin
closed
7 years ago
0
ASGD with momentum
#139
accosmin
closed
7 years ago
1
Use python3 for experimentation and plotting scripts
#138
accosmin
closed
7 years ago
1
Refactor stochastic optimizers
#137
accosmin
closed
7 years ago
1
Remove gzip & bzip2 dependency
#136
accosmin
closed
7 years ago
1
Improve overfitting detection
#135
accosmin
closed
7 years ago
0
Extend unit test for trainers
#134
accosmin
closed
7 years ago
2
Split library
#133
accosmin
closed
7 years ago
1
SVRG
#132
accosmin
closed
7 years ago
5
Basic OpenCL operations
#131
accosmin
closed
7 years ago
0
Efficient regularization methods for classification
#130
accosmin
closed
7 years ago
0
Optimization using full & Gauss pooling is not properly defined
#129
accosmin
closed
8 years ago
1
Batch trainer fails too soon
#128
accosmin
closed
8 years ago
0
Miss-match of the test error
#127
accosmin
closed
8 years ago
0
Extend task_t
#126
accosmin
closed
8 years ago
0
Export more information regarding the training state
#125
accosmin
closed
8 years ago
0
More efficient line-search
#124
accosmin
closed
8 years ago
1
Process 4D tensors
#123
accosmin
closed
6 years ago
3
NANs in Adadelta
#122
accosmin
closed
8 years ago
1
Refactor optimizers
#121
accosmin
closed
8 years ago
0
Stochastic optimizer with line-search
#120
accosmin
closed
8 years ago
1
New unit tests for trainer_state & trainer_result
#119
accosmin
closed
8 years ago
0
Stochastic trainer with increasing minibatches
#118
accosmin
closed
8 years ago
2
Benchmark trainers with varying number of threads
#117
accosmin
closed
8 years ago
1
Experimentation scripts for MNIST
#116
accosmin
closed
7 years ago
1
Profiling scripts
#115
accosmin
closed
8 years ago
1
More & Thuente line-search
#114
accosmin
closed
5 years ago
0
Continuation methods
#113
accosmin
opened
8 years ago
1
Convolution layer with stride
#112
accosmin
closed
8 years ago
1
Extend convolution layer
#111
accosmin
closed
8 years ago
1
Implement differentiable pooling layer
#110
accosmin
closed
8 years ago
2
Improve minibatch optimizers
#109
accosmin
closed
8 years ago
1
Improve stochastic optimizers
#108
accosmin
closed
8 years ago
4
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