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Jonathan Chang's Projects

accelerate icon accelerate

πŸš€ A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

afterv1.0 icon afterv1.0

Python source code for EMNLP 2020 Findings paper: "Domain Adversarial Fine-Tuning as an Effective Regularizer".

aitemplate icon aitemplate

AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.

anim_e icon anim_e

AnimΒ·E, Anime Enhanced dalle mini

blood-taiwan icon blood-taiwan

Periodically scrape data from Taiwan blood bank with GitHub workflows. Data source: http://www.blood.org.tw/Internet/main/index.aspx

cookiecutter-data-science icon cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

create-pull-request icon create-pull-request

A GitHub action to create a pull request for changes to your repository in the actions workspace

crossattentioncontrol icon crossattentioncontrol

Unofficial implementation of "Prompt-to-Prompt Image Editing with Cross Attention Control" with Stable Diffusion

data_tooling icon data_tooling

Tools for managing datasets for governance and training.

datasets icon datasets

πŸ€— Fast, efficient, open-access datasets and evaluation metrics in PyTorch, TensorFlow, NumPy and Pandas

dateutil icon dateutil

Useful extensions to the standard Python datetime features

diffusers icon diffusers

πŸ€— Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

envoy icon envoy

Cloud-native high-performance edge/middle/service proxy

flax icon flax

Flax is a neural network ecosystem for JAX that is designed for flexibility.

frost icon frost

FROST: Faster and more Robust One-shot Semi-supervised Training

grpc-monitor icon grpc-monitor

A minimum viable multi-server resource monitoring web app using gRPC and Plotly Dash

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