AI-Research-Papers-Implementation

A repository for implementation of AI research papers.

---

📄 Implementations

1. Perceptron or Logistic Regression (FROM SCRATCH)
   Implementation Notebook

2. Linear Regression (FROM SCRATCH)
   Implementation Script

3. RNN (FROM SCRATCH)
   Implementation Notebook

4. Transformers (FROM SCRATCH)
   Implementation Notebook

5. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
   Implementation Notebook

6. Growing Tree Neural Network(FROM SCRATCH)
   Implementation Notebook

7. Proximal Policy Optimization Algorithms
   Implementation Script

8. Neural Discrete Representation Learning(FROM SCRATCH)
   Implementation Script

9. EEG-based emotion recognition using simple recurrent units network and ensemble learning
   Implementation Notebook

10. LoRA: Low-Rank Adaptation of Large Language Models
    Implementation Script