David Iommi's repositories
time-series-transformers-review
A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.
Awesome-Diffusion-Models-in-Medical-Imaging
Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)
David_Code_Alongs
Useful codes for LLMs and data science applications for work and research
DocTag-Data-Preprocessing-LongEval
Script to preprocess the LongEval challenge data for annotation in Doctag
NLP-Repository-List
List of github repositories with important/useful work materials
Agriculture-Foundation-Models
Foundation models & LLMs
build-nanogpt
Video+code lecture on building nanoGPT from scratch
Computer-Vision-Projects
Check out my Computer Vision Repository for projects showcasing advanced image processing techniques like object detection, image stitching, and segmentation using Python and OpenCV. Whether you're a researcher, developer, or enthusiast, you'll find comprehensive insights and practical implementations to advance your computer vision skills.
Computervisionprojects
Computer Vision Projects
Coursera-DeepLearning.AI-Natural-Language-Processing-Specialization
This Repository Contains Solution to the Assignments of the Natural Language Processing Specialization from Deeplearning.ai on Coursera Taught by Younes Bensouda Mourri, Łukasz Kaiser, Eddy Shyu
deep-time-series
Deep learning PyTorch library for time series forecasting
DeepEcho
Synthetic Data Generation for mixed-type, multivariate time series.
DNN-Blockchain
implement the distributes neural network on blockchain
football_analysis
This repository contains a comprehensive computer vision/machine learning football project that uses YOLO for object detection, Kmeans for pixel segmentation, optical flow for motion tracking, and perspective transformation to analyze player movements in football videos
Generative_AI_LLMs
Generative AI with Large Language Models on Coursera offered by Deeplearning.AI and AWS.
GML2023
Graph Machine Learning course, Xavier Bresson, 2023
graph4nlp
Graph4nlp is the library for the easy use of Graph Neural Networks for NLP. Welcome to visit our DLG4NLP website (https://dlg4nlp.github.io/index.html) for various learning resources!
langchain-tutorials
Overview and tutorial of the LangChain Library
llama-gpt
A self-hosted, offline, ChatGPT-like chatbot. Powered by Llama 2. 100% private, with no data leaving your device. New: Code Llama support!
localGPT
Chat with your documents on your local device using GPT models. No data leaves your device and 100% private.
Longeval-Processing-code
Repository with codes to process and analyze the Longeval collection
LTSF-Linear
[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"
nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
ontopop
A repository for experimenting with RAG-based automatic populaiton of the ORKG.
optuna
A hyperparameter optimization framework
TotalSegmentator
Tool for robust segmentation of >100 important anatomical structures in CT and MR images
unconditional-time-series-diffusion
Official PyTorch implementation of TSDiff models presented in the NeurIPS 2023 paper "Predict, Refine, Synthesize: Self-Guiding Diffusion Models for Probabilistic Time Series Forecasting"