How to install Tensorflow in windows
- Main Steps followed:
- Install Anaconda
- Create a .yml file to install dependencies
- Use pip to add TensorFlow
- Launch Jupyter Notebook
First of all you have to Install Anaconda from below link
Download anaconda from here Install anaconda
Create .yml file to install Tensorflow and dependencies
- It includes
- Locate the path of Anaconda
- Set the working directory to Anaconda
- Create the yml file (For MacOS user, TensorFlow is installed here)
- Edit the yml file
- Compile the yml file
- Activate Anaconda
- Install TensorFlow (Windows user only)
Step 1) Locate Anaconda
Command: C:\>where anaconda
We have to create a new folder inside Anaconda folder that folder contains Ipython, Jupyter and TensorFlow. This is faster way to install libraries and softwares is to write a yml file.
Step 2) Set working directory
You have to set a working directory where yml file will be placed.
For Windows user (make sure of the folder before Anaconda3):
Command: cd C:\Users\Admin\Anaconda3
(Select your own admin name) or the path "where anaconda" command gives you
Step 3) Create the yml file
Now you have to create yml file copy and paste below code to your terminal
Command: echo.>hello-tf.yml
A new file will be create which named hello-tf.yml inside anaconda3 folder
Step 4: Edit yml file
You are ready now to edit your yml file by copy below code to your teminal
Command: vi hello-tf.yml
You can use Notepad to complete this step.
Copy and paste this command to your cmd
Command: notepad hello-tf.yml
Enter below code to your file
name: hello-tfdependencies:
- python=3.6
- jupyter
- ipython
- pandas
Step 5) Compile the yml file
To compile the .yml file use below code which will develop conda environment:
Command: conda env create -f hello-tf.yml
It takes times. It will take around 1.1gb of space in your hard disk.
Step 6) Activate conda environment
Command: conda env list
You need to switch to hello-tf to activate the environment
Command: activate hello-tf
Step 7) For Windows user only: Install TensorFlow
where python
where jupyter
where ipython
Install Tensorflow:
Command: pip install tensorflow
Last Process:
You will proceed as follow:
- Activate hello-tf conda environment
- Open Jupyter
- Import tensorflow
- Delete Notebook
- Close Jupyter
Step 1) Activate conda
Command: conda activate hello-tf
Step 2) Open Jupyter
Command: jupyter notebook
Step 3) Import Tensorflow
To import tensorflow below step is followed
import tensorflow as tf
Let's write your first code with TensorFlow.
hello = tf.constant('Hello, gooposts!')
hello
Congratulation. You successfully install TensorFlow with Jupyter on your Machine.
You have to open a new session with for each transection of jupyter and new opening
Command: source activate hello-tf
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