Farzad Roozitalab's repositories
LLM-Zero-to-Hundred
This repository contains different LLM chatbot projects (RAG, LLM agents, etc.) and well-known techniques for training and fine tuning LLMs.
AttConvLSTM_Traffic_Forecasting_2020
A Hybrid Deep Learning Model with Attention based ConvLSTM Networks for Short-Term Traffic Flow Prediction
Diffusion-Model-Tutorial
How diffusion models work
detr
End-to-End Object Detection with Transformers
dockerized-flask-chatbot
Interactive conversation with DialoGPT chatbot
LTSF-Linear
This is the official implementation for AAAI-23 Oral paper "Are Transformers Effective for Time Series Forecasting?"
mm-cot
Official implementation for "Multimodal Chain-of-Thought Reasoning in Language Models" (stay tuned and more will be updated)
NextX
Forecasting Wind Speed for the Next X Hours
OptimizationAlgorithms
Single and Multi-Objective Algrotihms
sample_luigi_pipeline
A pipeline with Luigi, pip, and os
segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.