craffel

pretty-midi

Utility functions for handling MIDI data in a nice/intuitive way.

mir_eval

Evaluation functions for music/audio information retrieval/signal processing algorithms.

llm-seminar

Seminar on Large Language Models (COMP790-101 at UNC Chapel Hill, Fall 2022)

dl3d-seminar

Course webpage for COMP 790, (Deep) Learning from Limited Labeled Data

theano-tutorial

A collection of tutorials on neural networks, using Theano

jax-tutorial

A tutorial on JAX (https://github.com/google/jax/)

comp790-deep-learning-spring-2021

Course repository for the Spring COMP790 course "Deep Learning" at UNC

comp790-deep-learning-spring-2022

Course repository for the Spring 2022 COMP790 course "Deep Learning" at UNC

craffel.github.io

Code for generating colinraffel.com and my CV

csc2516-deep-learning-fall-2023

Course repository for the fall 2023 session of CSC2516 "Neural Networks and Deep Learning" at U of T

comp664-deep-learning-spring-2023

Course repository for the Spring 2023 COMP664 course "Deep Learning" at UNC

comp790-information-theory-fall-2021

Course repository for the Fall 2021 COMP790 course "Information Theory" at UNC

datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

devgrants

The IPFS Grant platform connects funding organizations with builders and researchers in the IPFS community.

dotfiles

cd && git clone --bare https://github.com/craffel/dotfiles.git .dotfiles && git --git-dir=.dotfiles --work-tree=. checkout

mesh

Mesh TensorFlow: Model Parallelism Made Easier

seqio

Task-based datasets, preprocessing, and evaluation for sequence models.

covid19-dashboard

A site that displays up to date COVID-19 stats, powered by fastpages.

git-cml-early-demo

iclr-blog-posts-track-2024

jax

GPU- and TPU-backed NumPy with differentiation and JIT compilation.

joco.partners

partners in crime.

lm-evaluation-harness

A framework for few-shot evaluation of autoregressive language models.

multilingual-data-stats

Statistics on multilingual datasets

pretraining.github.io

promptsource

Toolkit for collecting and applying templates of prompting instances

sub123

t-zero

Reproduce results and replicate training fo T0 (Multitask Prompted Training Enables Zero-Shot Task Generalization)

text-to-text-transfer-transformer

Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.