Mohammad Pezeshki mpezeshki
mpezeshki
/ crbm.py
Last active
August 29, 2015 14:08
— forked from gwtaylor/crbm.py
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| """ Theano CRBM implementation. | |
| For details, see: | |
| http://www.uoguelph.ca/~gwtaylor/publications/nips2006mhmublv | |
| Sample data: | |
| http://www.uoguelph.ca/~gwtaylor/publications/nips2006mhmublv/motion.mat | |
| @author Graham Taylor""" | |
| import numpy |
mpezeshki
/ minibatch_ocr.py
Created
October 14, 2015 16:33
— forked from kastnerkyle/minibatch_ocr.py
Minibatch OCR using modified CTC from Shawn Tan and Mohammad Pezeshki
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| """ | |
| bitmap utils and much of the ctc code modified | |
| From Shawn Tan, Rakesh and Mohammad Pezeshki | |
| """ | |
| # Author: Kyle Kastner | |
| # License: BSD 3-clause | |
| from theano import tensor | |
| from scipy import linalg | |
| import theano | |
| import numpy as np |
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| import numpy as np | |
| import theano | |
| import theano.tensor as T | |
| from theano.tensor.nnet import sigmoid | |
| from utils import gloro_init, zeros_init | |
| # x: B, T, F | |
| def lstm(x, idim, hdim, odim, batch_size, name): | |
| # W_i, W_f, W_c, W_o |