Welcome to my Deep Learning Projects repository! This repo is a collection of projects demonstrating various applications of deep learning using popular libraries like TensorFlow and PyTorch. Each project is structured to cover key concepts and architectures in deep learning, ranging from simple artificial neural networks (ANNs) to more complex models like convolutional neural networks (CNNs) and recurrent neural networks (RNNs).
- Artificial Neural Network (ANN) for Customer Churn Prediction
- ANN for fashionMINST dataset using tensorflow
- ANN for Digit Classification using Pytorch
To get started with any project, follow these steps:
-
Clone the repository:
git clone https://github.com/bhanurana430/Deep-Learning.git
-
Install dependencies: Each project includes a
requirements.txt
file that lists all the necessary Python packages. Use the following command to install the required dependencies:pip install -r requirements.txt
- Python
- TensorFlow / Keras
- Pytorch
- NumPy / Pandas / Matplotlib / Seaborn
- Scikit-learn
- Jupyter Notebook
Stay tuned for more updates!