craffel

realistic-ssl-evaluation

Open source release of the evaluation benchmark suite described in "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"

dl3d-seminar

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

llm-seminar

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

midi-dataset

Code for creating a dataset of MIDI ground truth

mir_eval

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

pretty-midi

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

theano-tutorial

A collection of tutorials on neural networks, using Theano

text-to-text-transfer-transformer

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

Lasagne

Lightweight library to build and train neural networks in Theano

librosa

Python library for audio and music analysis

craffel/pretty-midi

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

craffel/mir_eval

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

craffel/llm-seminar

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

craffel/dl3d-seminar

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

craffel/theano-tutorial

A collection of tutorials on neural networks, using Theano

craffel/jax-tutorial

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

craffel/comp790-deep-learning-spring-2021

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

craffel/comp790-deep-learning-spring-2022

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

craffel/craffel.github.io

Code for generating colinraffel.com and my CV

craffel/comp664-deep-learning-spring-2023

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

craffel/csc2516-deep-learning-fall-2023

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

craffel/comp790-information-theory-fall-2021

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

craffel/datasets

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

craffel/devgrants

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

craffel/dotfiles

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

craffel/mesh

Mesh TensorFlow: Model Parallelism Made Easier

craffel/seqio

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

craffel/covid19-dashboard

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

craffel/git-cml-early-demo

craffel/iclr-blog-posts-track-2024

craffel/jax

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

craffel/joco.partners

partners in crime.

craffel/lm-evaluation-harness

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

craffel/multilingual-data-stats

Statistics on multilingual datasets

craffel/pretraining.github.io

craffel/promptsource

Toolkit for collecting and applying templates of prompting instances

craffel/sub123

craffel/t-zero

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

craffel/text-to-text-transfer-transformer

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

craffel/transformers

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