Deep Learning Model Implementations

This repository contains implementations of various Deep Learning models.

Theory

• Acivation Functions
• Backpropagation

Implemented Tasks and Models

• Recurrent Neural Networks (RNNs)
• Convolutional Neural Networks (CNNs)
• Generative Adversarial Networks (GANs)
• Residual Networks (ResNet)
• MobileNet
• EfficientNet
• Transformer Networks
• Object Detection
• Image Segmentation
• Natural Language Processing (NLP)
• Reinforcement Learning
• Langchain
• Agentic AI Pattern:
  • Reflection;
  • Tool Use;
  • Planning;
  • Multi Agents;