在 Jupyter Notebook 中使用 conda 环境

Question

我在运行 Anaconda windows 10 上使用 Jupyter Notebook 进行我的机器学习项目。

我最近开始了解 conda 中的虚拟环境。

我使用以下命令在 conda 中创建了一个虚拟环境

conda create -n test1

激活环境

activate test1

ipykernel 中的安装环境（不确定使用的术语是否正确）

python -m ipykernel install --user --name test1

现在环境 test1 在 jupyter notebook 中可见，但是当我启动它时我收到 kernel starting... please wait 消息。

这里有一些片段。

同样在 jupyter 提示符下（再次不确定条款）我收到以下错误

[I 21:08:24.924 NotebookApp] Creating new notebook in /MachineLearning/ImageProcessing
[I 21:08:29.550 NotebookApp] Kernel started: ec56795d-df5b-48d5-8f95-473ab1253407
Traceback (most recent call last):
  File "C:\Users\shesh\AppData\Local\Programs\Python\Python38\lib\runpy.py", line 192, in _run_module_as_main
    return _run_code(code, main_globals, None,
  File "C:\Users\shesh\AppData\Local\Programs\Python\Python38\lib\runpy.py", line 85, in _run_code
    exec(code, run_globals)
  File "C:\Users\shesh\AppData\Roaming\Python\Python38\site-packages\ipykernel_launcher.py", line 16, in <module>
    app.launch_new_instance()
  File "C:\Users\shesh\AppData\Roaming\Python\Python38\site-packages\traitlets\config\application.py", line 663, in launch_instance
    app.initialize(argv)
  File "<C:\Users\shesh\AppData\Roaming\Python\Python38\site-packages\decorator.py:decorator-gen-125>", line 2, in initialize
  File "C:\Users\shesh\AppData\Roaming\Python\Python38\site-packages\traitlets\config\application.py", line 87, in catch_config_error
    return method(app, *args, **kwargs)
  File "C:\Users\shesh\AppData\Roaming\Python\Python38\site-packages\ipykernel\kernelapp.py", line 527, in initialize
    self.init_sockets()
  File "C:\Users\shesh\AppData\Roaming\Python\Python38\site-packages\ipykernel\kernelapp.py", line 287, in init_sockets
    self.init_iopub(context)
  File "C:\Users\shesh\AppData\Roaming\Python\Python38\site-packages\ipykernel\kernelapp.py", line 295, in init_iopub
    self.iopub_thread = IOPubThread(self.iopub_socket, pipe=True)
  File "C:\Users\shesh\AppData\Roaming\Python\Python38\site-packages\ipykernel\iostream.py", line 68, in __init__
    self._setup_pipe_in()
  File "C:\Users\shesh\AppData\Roaming\Python\Python38\site-packages\ipykernel\iostream.py", line 141, in _setup_pipe_in
    self._pipe_in = ZMQStream(pipe_in, self.io_loop)
  File "C:\Users\shesh\AppData\Roaming\Python\Python38\site-packages\zmq\eventloop\zmqstream.py", line 127, in __init__
    self._init_io_state()
  File "C:\Users\shesh\AppData\Roaming\Python\Python38\site-packages\zmq\eventloop\zmqstream.py", line 546, in _init_io_state
    self.io_loop.add_handler(self.socket, self._handle_events, self.io_loop.READ)
  File "C:\Users\shesh\AppData\Roaming\Python\Python38\site-packages\tornado\platform\asyncio.py", line 99, in add_handler
    self.asyncio_loop.add_reader(fd, self._handle_events, fd, IOLoop.READ)
  File "C:\Users\shesh\AppData\Local\Programs\Python\Python38\lib\asyncio\events.py", line 501, in add_reader
    raise NotImplementedError
NotImplementedError
[W 21:09:29.591 NotebookApp] Timeout waiting for kernel_info reply from ec56795d-df5b-48d5-8f95-473ab1253407
[I 21:10:29.197 NotebookApp] Saving file at /MachineLearning/ImageProcessing/Untitled.ipynb

我只想在 jupyter notebook 中使用新创建的环境。

Answer 1

请尝试以下步骤：

source activate test1
conda install ipykernel
ipython kernel install --name test1 --user

在 Jupyter Notebook 中使用 conda 环境

Use conda environment in Jupyter Notebook

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virtual-environment