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Andy Ye's Projects

beam icon beam

Apache Beam is a unified programming model for Batch and Streaming

datasets icon datasets

TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...

deeplearningexamples icon deeplearningexamples

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

diffusers icon diffusers

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

gradio icon gradio

Create UIs for prototyping your machine learning model in 3 minutes

inference icon inference

Reference implementations of MLPerfβ„’ inference benchmarks

pandas icon pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

paxml icon paxml

Pax is a Jax-based machine learning framework for training large scale models. Pax allows for advanced and fully configurable experimentation and parallelization, and has demonstrated industry leading model flop utilization rates.

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

transformers icon transformers

πŸ€— Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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