David Iommi's repositories
time-series-transformers-review
A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.
500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
500 AI Machine learning Deep learning Computer vision NLP Projects with code
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
Roboflow_notebooks
Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.
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
CPOOL
Source code of Clearpool (CPOOL) token
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
ethereumbook
Mastering Ethereum, by Andreas M. Antonopoulos, Gavin Wood
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!
hands-on-nltk-tutorial
The hands-on NLTK tutorial for NLP in Python
information-retrieval-2
Neural information retrieval / semantic-search / Bi-Encoders
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.
optuna
A hyperparameter optimization framework
rake-nltk
Python implementation of the Rapid Automatic Keyword Extraction algorithm using NLTK.
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"