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github.com/Manik9/LSTMs
/ functions
Functions
17 in github.com/Manik9/LSTMs
⨍
Functions
17
◇
Types & classes
5
↓ 8 callers
Function
rand_arr
(a, b, *args)
lstm.py:16
↓ 3 callers
Function
sigmoid
(x)
lstm.py:6
↓ 3 callers
Function
sigmoid_derivative
(values)
lstm.py:9
↓ 2 callers
Method
bottom_data_is
(self, x, s_prev = None, h_prev = None)
lstm.py:83
↓ 2 callers
Method
bottom_diff
(self, pred, label)
test.py:15
↓ 2 callers
Method
loss
(self, pred, label)
test.py:11
↓ 2 callers
Method
top_diff_is
(self, top_diff_h, top_diff_s)
lstm.py:102
↓ 1 callers
Method
apply_diff
(self, lr = 1)
lstm.py:45
↓ 1 callers
Function
example_0
()
test.py:21
↓ 1 callers
Function
tanh_derivative
(values)
lstm.py:12
↓ 1 callers
Method
x_list_add
(self, x)
lstm.py:176
↓ 1 callers
Method
x_list_clear
(self)
lstm.py:173
↓ 1 callers
Method
y_list_is
Updates diffs by setting target sequence with corresponding loss layer. Will *NOT* update parameters. To update parameters
lstm.py:144
Method
__init__
(self, mem_cell_ct, x_dim)
lstm.py:21
Method
__init__
(self, mem_cell_ct, x_dim)
lstm.py:65
Method
__init__
(self, lstm_param, lstm_state)
lstm.py:76
Method
__init__
(self, lstm_param)
lstm.py:138