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1. LLM-finetune-vuln-detection LLM-finetune-vuln-detection Public

   Fine-tuning a Large Language Model (LLM) for code vulnerability detection using QLoRA, a method that quantizes the model to 4-bit floats and incorporates adapters for fine-tuning.

   Python 4 1

2. Join-Game Join-Game Public

   Forked from OSU-IDEA-Lab/Join-Game

   Online learning approaches to optimize database join operations in PostgreSQL.

   C

3. NLP-attention.mechanism NLP-attention.mechanism Public

   This repository explores the attention mechanism's role in enhancing context and accuracy in machine translation, with quality assessed by the BLEU score.

   Jupyter Notebook 1

4. NLP-WordVector NLP-WordVector Public

   This repository explores word vectors in NLP, including tokenization, vocabulary building, and generating vectors with PPMI and GloVe, using t-SNE to visualize semantic relationships.

   Python 1

5. CT-medical-imaging CT-medical-imaging Public

   The Expectation Maximization (EM) algorithm is used to reduce Poisson noise in CT images. The repository provides derivations and evaluations with the Cramer-Rao Lower Bound (CRLB).

   MATLAB 1

6. DeepLearning DeepLearning Public

   Exploring deep learning networks and solving diverse problems through fun and practical implementations, from basics to advanced techniques.

   Jupyter Notebook 1