Luca Pugliese's repositories
ML-Observability-Project
End to End Machine Learning Observability Project
e2e-bike-count-predictor
bike-sharing prediction service useful to plan daily supply
LLMs-from-scratch
Implementing ChatGPT-like LLMs from scratch, step by step - code of the new book from Sebastian Raschka
mlops-zoomcamp
Free MLOps course from DataTalks.Club
prefect-mlops-zoomcamp
MLOps Zoomcamp 2023 repository for Module 3 - Orchestration
app_deep_learning
T81-558: PyTorch - Applications of Deep Neural Networks @Washington University in St. Louis - Fall 2023 - Jeff Heathon
awesome-ai-devtools
Curated list of AI-powered developer tools.
batch-deploy-prefect
contains the activity for course MLOps zoomcamp 2023 - 04-deployment - videos 4.6.1-11
bert_classification
example of NLP tasks fairly well done without the use of Big ChatGPT like models
data-engineering-zoomcamp
Free Data Engineering course!
DataTalksClub-Projects
Automated analysis and visualization of DataTalksClub course projects.
Deep-Learning-for-Data-Architects
Deep Learning for Data Architects, by BPB Publications
distributed-ml-patterns
Distributed Machine Learning Patterns from Manning Publications by Yuan Tang https://bit.ly/2RKv8Zo
dtc-potw-docker-1
Data Talk Club DIY activity on a proposed topic
dvc_segmentation_satellite
Get started DVC project
evidently-postegres-grafana-prefect
Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b
faq-slack-bot
A bot to answer questions from DTC MLOps FAQs
lit-gpt
Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.
LLM-Finetuning-peft-examples
LLM Finetuning with peft
llmware
Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.
lm-hackers
Hackers' Guide to Language Models
lucaDEzoomcamp2024
my exercises and projects for DTC DEzoomcamp 2024
mlbookcamp-code
The code from the Machine Learning Bookcamp book and a free course based on the book
mlops-best-practices
Practical guide to build end-to-end machine learning pipeline and deploy your model in production,
openai-cookbook
Examples and guides for using the OpenAI API
oreilly-gpt-hands-on-nlg
This repository contains code for the O'Reilly Live Online Training for NLG & GPT
pacc-online-2023
Prefect certificate course
udlbook
Understanding Deep Learning - Simon J.D. Prince
xandr-audience-segments
huge tabular dataset 650000 rows marketing segments