Learn how to design, develop, deploy and iterate on production-grade ML applications.

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supportin…

The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑‍🔬

Cool Python features for machine learning that I used to be too afraid to use. Will be updated as I have more time / learn more.

FarmVibes.AI: Multi-Modal GeoSpatial ML Models for Agriculture and Sustainability

Modern Time Series Forecasting with Python, published by Packt

This repository provides details and links to the ACL anthology corpus/collection including .bib, .pdf and grobid extractions of the pdfs

Dataset and modelling infrastructure for modelling "event streams": sequences of continuous time, multivariate events with complex internal dependencies.

NYU ARISE Program Materials and Project Code