How to Install PyTorch in Jupyter Notebook (2025)

Want to use **PyTorch** for deep learning inside Jupyter Notebook? In this tutorial, we’ll walk you through the steps to **install PyTorch using PIP** directly in Jupyter Notebook. Whether you're working on **AI, machine learning, or neural networks**, PyTorch is a powerful framework that you’ll need. 🚀

By the end of this guide, you'll be able to **install, verify, and use PyTorch** in your Jupyter Notebook with ease.

---

### 🔹 **What You’ll Learn in This Video:**
✅ How to install **PyTorch** in a Jupyter Notebook
✅ Using **pip** to install PyTorch inside a notebook
✅ Verifying the installation and checking the PyTorch version
✅ Running a simple **tensor operation** in PyTorch
✅ Troubleshooting common PyTorch installation errors

---

### **🚀 Step-by-Step Guide to Installing PyTorch in Jupyter Notebook**

#### **1️⃣ Open Jupyter Notebook**
To launch Jupyter Notebook, type this command in your terminal or command prompt:
```bash
jupyter notebook
```

#### **2️⃣ Install PyTorch Using PIP in Jupyter Notebook**
Run the following command inside a Jupyter Notebook cell to install PyTorch:
```python
!pip install torch torchvision torchaudio
```

#### **3️⃣ Verify Installation**
After installation, check if PyTorch is installed correctly by running:
```python
import torch
print(torch.__version__) # This will print the installed PyTorch version
```

#### **4️⃣ Run a Simple PyTorch Operation**
```python
print(x)
```

---

### 🔹 **Troubleshooting Common Errors**
- **Error: "torch not found"**
🔹 Ensure that Jupyter is using the correct Python environment. If needed, install PyTorch in the same environment Jupyter Notebook is running in:
```python
!pip install --user torch torchvision torchaudio
```

- **GPU Support Not Working?**
🔹 If you have **CUDA (NVIDIA GPU)** and want to install GPU-accelerated PyTorch, use this command (check PyTorch's website for the latest CUDA version):
```python
```
Replace `cu118` with your CUDA version if different.

---

### **📌 Useful Links:**

🚀 **Have Questions?** Drop a comment below! If this tutorial helped you, **LIKE** 👍 this video, **SUBSCRIBE** 🔔 for more deep learning tutorials, and **SHARE** with your friends!

📌 **Hashtags:**
#PyTorch #JupyterNotebook #MachineLearning #DeepLearning #AI #Python #NeuralNetworks #PyTorchInstallation #PythonTips

[haiderjaafer]

Great work keep going forward of these tutorials

[JoseLuisVelazquez]

I finally got it installed! Thanks so much for the great and brief explanation. I look forward to more!

[NotPMHarper]

I ran the first !pip install command and it was successful (lists all the "requirement already satisfied" if I run it again) but when I try to run "import torch", it says "ModuleNotFoundError: No module named 'torch'". I'm not sure what I'm doing wrong.