文件名称：dl-rnn:循环深度学习教程和示例
文件大小：1.13MB
文件格式：ZIP
更新时间：2024-06-21 04:40:39
Python
dl-rnn 循环深度学习教程和示例：RNN、GRU、LSTM 所有 ipython notebook 都可以在 dl-machine AWS 实例上运行： :
【文件预览】：
dl-rnn-master
----Sequence_Memory_Task.ipynb(163KB)
----init.py(1009B)
----minimal_RNN.ipynb(7KB)
----lstm.py(8KB)
----For-loops with theano.ipynb(87KB)
----scan_tutorial_solutions()
--------sol_theano_scan_modulated_oscillation.py(384B)
--------sol_theano_scan_accumulate_ints_and_squares.py(419B)
--------sol_theano_reduce_sum_square_ints.py(321B)
--------sol_theano_scan_accumulate_squares.py(248B)
--------sol_theano_map_binomial.py(426B)
--------sol_theano_reduce_awkward_multiple_powers.py(639B)
--------sol_theano_scan_oscillation.py(250B)
--------sol_reduce_verbose_add.py(149B)
--------sol_theano_reduce_multi_output.py(323B)
--------sol_pure_python_general_accumulate.py(195B)
--------sol_theano_reduce_vectorized_multiple_powers.py(398B)
--------sol_pure_python_general_acc_squares.py(177B)
--------sol_theano_map_add_two_seq.py(150B)
--------sol_theano_reduce_monomials.py(444B)
--------sol_theano_reduce_monomials_from_map.py(185B)
--------sol_theano_scan_fibonacci.py(241B)
--------sol_pure_python_accumulate_squares.py(132B)
--------sol_theano_map_square.py(141B)
--------sol_theano_map_univar_polynomial.py(329B)
--------sol_pure_python_fibonacci.py(133B)
----RNN_LSTM_SMT.ipynb(4KB)
----draft()
--------simple_lstm_tutorial_grammar.ipynb(12KB)
----img()
--------rnn_simple.svg(7KB)
--------rnn_unfolded.svg(16KB)
----rnn.py(5KB)
----binary_code.py(2KB)
----README.md(186B)
----data()
--------running_max()
--------memory_task()
----.gitignore(25B)
----LSTM_ReberGrammar.ipynb(10KB)
----RNN_sinus.ipynb(5KB)