Jonathan Chang's repositories
datasets
🤗 Fast, efficient, open-access datasets and evaluation metrics in PyTorch, TensorFlow, NumPy and Pandas
create-or-update-comment
A GitHub action to create or update an issue or pull request comment
create-pull-request
A GitHub action to create a pull request for changes to your repository in the actions workspace
models
Models and examples built with TensorFlow
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
ft5-demo-space
Mirror of the huggingface demo space
huggingface_hub
Client library to download and publish models and other files on the huggingface.co hub
flax
Flax is a neural network ecosystem for JAX that is designed for flexibility.
ml-docker
Project template for machine learning model deployment using Docker
kaggleupload
An unofficial wrapper around kaggle-api
promptsource
Toolkit for collecting and applying templates of prompting instances
cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
dm-haiku
JAX-based neural network library
multi_task_utils
A simple python package for multi-task training: wrappers for pytorch DataLoader and pytorch-lightning DataModule
netcdf-streamlit
An interactive visualization app made with Streamlit, Plotly, netCDF
pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
envoy
Cloud-native high-performance edge/middle/service proxy
envoyproxy.github.io
Envoy Proxy website
pet
This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"
FROST
FROST: Faster and more Robust One-shot Semi-supervised Training
AFTERV1.0
Python source code for EMNLP 2020 Findings paper: "Domain Adversarial Fine-Tuning as an Effective Regularizer".
multiDDS
Code for the paper "Balancing Training for Multilingual Neural Machine Translation, ACL 2020"
gRPC-monitor
A minimum viable multi-server resource monitoring web app using gRPC and Plotly Dash