mathdatech/Python
1
0
Fork 0
mirror of https://github.com/TheAlgorithms/Python.git synced 2025-03-30 10:26:44 +00:00
Code Issues Packages Projects Releases Wiki Activity

fixed type hints which were repeating in code

Browse Source
This commit is contained in:
“Shashank 2024-10-16 10:22:32 +05:30
parent 562eeb423d
commit f3e974fbb1
1 changed files with 0 additions and 20 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

20
neural_network/lstm.py
View File

@ -36,26 +36,6 @@ class LongShortTermMemory:
>>> lstm.learning_rate
0.01
"""
self.input_data: str
self.hidden_layer_size: int
self.training_epochs: int
self.learning_rate: float
self.unique_chars: set[str]
self.data_length: int
self.vocabulary_size: int
self.char_to_index: dict[str, int]
self.index_to_char: dict[int, str]
self.input_sequence: str
self.target_sequence: str
self.random_generator: Generator
self.combined_inputs: dict[int, np.ndarray]
self.hidden_states: dict[int, np.ndarray]
self.cell_states: dict[int, np.ndarray]
self.forget_gate_activations: dict[int, np.ndarray]
self.input_gate_activations: dict[int, np.ndarray]
self.cell_state_candidates: dict[int, np.ndarray]
self.output_gate_activations: dict[int, np.ndarray]
self.network_outputs: dict[int, np.ndarray]
self.input_data: str = input_data.lower()
self.hidden_layer_size: int = hidden_layer_size