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shunyaoshih / TPA-LSTM

Temporal Pattern Attention for Multivariate Time Series Forecasting
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为什么image的维度是[batch_size,28,28] #4

Open li-xin-yi opened 5 years ago

li-xin-yi commented 5 years ago

https://github.com/gantheory/TPA-LSTM/blob/598cfc90f778856084f0ca80b463894e7ea26481/lib/data_generator.py#L37

我没有在论文中找到解释

sturbon commented 3 years ago

Downloading muse dataset from Google drive... Traceback (most recent call last): File "C:\conda\lib\site-packages\urllib3\connection.py", line 159, in _new_conn conn = connection.create_connection( File "C:\conda\lib\site-packages\urllib3\util\connection.py", line 84, in create_connection raise err File "C:\conda\lib\site-packages\urllib3\util\connection.py", line 74, in create_connection sock.connect(sa) TimeoutError: [WinError 10060] 由于连接方在一段时间后没有正确答复或连接的主机没有反应，连接尝试失败。

During handling of the above exception, another exception occurred:

Traceback (most recent call last): File "C:\conda\lib\site-packages\urllib3\connectionpool.py", line 670, in urlopen httplib_response = self._make_request( File "C:\conda\lib\site-packages\urllib3\connectionpool.py", line 381, in _make_request self._validate_conn(conn) File "C:\conda\lib\site-packages\urllib3\connectionpool.py", line 978, in _validate_conn conn.connect() File "C:\conda\lib\site-packages\urllib3\connection.py", line 309, in connect conn = self._new_conn() File "C:\conda\lib\site-packages\urllib3\connection.py", line 171, in _new_conn raise NewConnectionError( urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPSConnection object at 0x00000294198976A0>: Failed to establish a new connection: [WinError 10060] 由于连接方在一段时间后没有正确答复或连接的主机没有反应，连接尝试失败。

During handling of the above exception, another exception occurred:

Traceback (most recent call last): File "C:\conda\lib\site-packages\requests\adapters.py", line 439, in send resp = conn.urlopen( File "C:\conda\lib\site-packages\urllib3\connectionpool.py", line 726, in urlopen retries = retries.increment( File "C:\conda\lib\site-packages\urllib3\util\retry.py", line 446, in increment raise MaxRetryError(_pool, url, error or ResponseError(cause)) urllib3.exceptions.MaxRetryError: HTTPSConnectionPool(host='docs.google.com', port=443): Max retries exceeded with url: /uc?export=download&id=1a5361IfxxEY1mmTfqAviiIkq6u2OYFJ7 (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x00000294198976A0>: Failed to establish a new connection: [WinError 10060] 由于连接方在一段时间后没有正确答复或连接的主机没有反应，连接尝试失败。'))

During handling of the above exception, another exception occurred:

Traceback (most recent call last): File "F:/github 论文/TPA-LSTM-master/main.py", line 35, in main() File "F:/github 论文/TPA-LSTM-master/main.py", line 14, in main graph, model, data_generator = create_graph(para) File "F:\github 论文\TPA-LSTM-master\lib\model_utils.py", line 28, in create_graph data_generator = create_data_generator(para) File "F:\github 论文\TPA-LSTM-master\lib\model_utils.py", line 15, in create_data_generator return MuseDataGenerator(para) File "F:\github 论文\TPA-LSTM-master\lib\data_generator.py", line 286, in init self._download_file() File "F:\github 论文\TPA-LSTM-master\lib\data_generator.py", line 120, in _download_file download_file_from_google_drive(self.DATASET_ID, File "F:\github 论文\TPA-LSTM-master\lib\utils.py", line 54, in download_file_from_google_drive response = session.get(URL, params={'id': id}, stream=True) File "C:\conda\lib\site-packages\requests\sessions.py", line 543, in get return self.request('GET', url, kwargs) File "C:\conda\lib\site-packages\requests\sessions.py", line 530, in request resp = self.send(prep, send_kwargs) File "C:\conda\lib\site-packages\requests\sessions.py", line 643, in send r = adapter.send(request, **kwargs) File "C:\conda\lib\site-packages\requests\adapters.py", line 516, in send raise ConnectionError(e, request=request) requests.exceptions.ConnectionError: HTTPSConnectionPool(host='docs.google.com', port=443): Max retries exceeded with url: /uc?export=download&id=1a5361IfxxEY1mmTfqAviiIkq6u2OYFJ7 (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x00000294198976A0>: Failed to establish a new connection: [WinError 10060] 由于连接方在一段时间后没有正确答复或连接的主机没有反应，连接尝试失败。'))

Process finished with exit code 1

w81192 commented 1 year ago

https://github.com/gantheory/TPA-LSTM/blob/598cfc90f778856084f0ca80b463894e7ea26481/lib/data_generator.py#L37

我没有在论文中找到解释

那个数据和论文没有直接关系，看起来是其他地方的代码，只不过在这里用了一下这个函数