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Sang Michael Xie's Projects

biopython icon biopython

Official git repository for Biopython (converted from CVS)

caffe icon caffe

Caffe: a fast open framework for deep learning.

cs324_p2 icon cs324_p2

Project 2 (Building Large Language Models) for Stanford CS324: Understanding and Developing Large Language Models (Winter 2022)

doremi icon doremi

Pytorch implementation of DoReMi, a method for optimizing the data mixture weights in language modeling datasets

giraffe icon giraffe

Learning from Expert Data, Approximate IRL, and TD-Leaf for Deep Reinforcement Learning Chess, built on the recent Giraffe engine

keras-gp icon keras-gp

Keras + Gaussian Processes: Learning scalable deep and recurrent kernels.

plankton-cnn icon plankton-cnn

CS231N Convolutional Neural Networks project for the National Data Science Bowl

pretraining_analysis icon pretraining_analysis

Code for the NeurIPS 2021 paper "Why Do Pretrained Language Models Help in Downstream Tasks? An Analysis of Head and Prompt Tuning"

priority_mutex icon priority_mutex

A C++ mutex class that can give threads passed "with priority" first shot at the scheduler. Inspired by a test question to be as lean of an implementation as possible. Supposedly possible without the atomic<int> or any additional mutexes, cv's, etc. I would like to know if that is possible! Test harness is provided.

transformers icon transformers

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

unpauseme icon unpauseme

App for continuing youtube playback on screen timeout.

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