Steve Simpson's starred repositories
ancient-greek-datasets
Datasets for training and evaluating Ancient Greek sentence embedding models
mlops-zoomcamp
Free MLOps course from DataTalks.Club
llm-zoomcamp
LLM Zoomcamp - a free online course about building a Q&A system
machine-learning-zoomcamp
Learn ML engineering for free in 4 months!
data-engineering-zoomcamp
Free Data Engineering course!
lowresource-nlp-bootcamp-2020
The website for the CMU Language Technologies Institute low resource NLP bootcamp 2020
banglanmt
This repository contains the code and data of the paper titled "Not Low-Resource Anymore: Aligner Ensembling, Batch Filtering, and New Datasets for Bengali-English Machine Translation" published in Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020), November 16 - November 20, 2020.
neural-naacl2018
Neural models and instructions on how to reproduce our results for our neural grammatical error correction systems from M. Junczys-Dowmunt, R. Grundkiewicz, S. Guha, K. Heafield: Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task, NAACL 2018.
Low-resource-Machine-Translation
Multilingual finetuning of Machine Translation model on low-resource languages. Project for Deep Natural Language Processing course.
Made-With-ML
Learn how to design, develop, deploy and iterate on production-grade ML applications.
course22p2
course.fast.ai 2022 part 2
nn-zero-to-hero
Neural Networks: Zero to Hero
ml-engineering
Machine Learning Engineering Open Book
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
annotated_research_papers
This repo contains annotated research papers that I found really good and useful
sql-translator
SQL Translator is a tool for converting natural language queries into SQL code using artificial intelligence. This project is 100% free and open source.
fsdl-text-recognizer-project
Lab materials for the Full Stack Deep Learning Course
MLAlgorithms
Minimal and clean examples of machine learning algorithms implementations
scattertext
Beautiful visualizations of how language differs among document types.