Pinned

1. hybrid_forecasting_emd_imfs hybrid_forecasting_emd_imfs Public

   This repo contains implementations of financial data analysis and forecasting techniques utilizing the HHT (Hilbert-Huang Transform) method, including Empirical Mode Decomposition (EMD) and Ensembl…

   R 2

2. jax_experiments jax_experiments Public

   This repo hosts implementations of machine learning models developed using the JAX framework.

   Jupyter Notebook

3. llama2-llm-genai llama2-llm-genai Public

   This repo contains implementations of fine-tuning LLaMA LLM model using LoRA weights (PEFT) as well as focuses on the Retrieval Augmented Generation (RAG) framework.

   Jupyter Notebook

4. mamba-ssm-llm-genai mamba-ssm-llm-genai Public

   This repository features implementations of Mamba SSM (LLM), leveraging a parallel algorithm specifically optimized for modern hardware, with a strong focus on GPU acceleration.

   Jupyter Notebook 1

5. vit-lvm-genai vit-lvm-genai Public

   This repo contains implementations of ViT model using patch & positional embeddings

   Jupyter Notebook

6. dspy-framework-genai dspy-framework-genai Public

   This repo hosts implementations of RAG & CoT architectures for LLMs developed using the DSPy framework.

   Jupyter Notebook