This repository 📂 is a collection of various projects implemented using popular libraries such as TensorFlow, Keras, and PyTorch. The projects cover a wide range of topics, including image classification 👁️, natural language processing 📄, generative models 🎭, and reinforcement learning 🎮.
The repository is organized by topics:
- Image_Classification
- Natural_Language_Processing
- Generative_Models
- Reinforcement_Learning
Each directory contains related projects, each with its own dedicated README file and source code.
You will need the following software installed:
Python 3.x 🐍
TensorFlow 🤖
Keras 🧠
PyTorch 🔥
Gym (for reinforcement learning projects) 🏋️
You can install these packages using pip: pip install tensorflow keras torch gym
-
Clone the repository using: git clone https://github.com/MahaZainab/Deep-Learning.git
-
Navigate into the desired project directory: cd Deep-Learning/Image_Classification
-
Run the Python script for the project (for example) python mnist_classification.py
I welcome contributions! Please see the CONTRIBUTING.md file for details on how to contribute.
Maha Zainab
This project is licensed under the MIT License - see the LICENSE.md file for details.
I would like to thank the AI community for making their resources and research open-source, helping us learn and grow in the field of deep learning.