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Siobhan's Projects

deepspeed icon deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

detectron icon detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

discogan-pytorch icon discogan-pytorch

PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"

dkn icon dkn

A tensorflow implementation of DKN (Deep Knowledge-aware Network for News Recommendation)

face_recgnition_eigenfaces_pca icon face_recgnition_eigenfaces_pca

This is the project can recgonition the face using eigenfaces (pca) and using pca to one people face, and the project also outputs the accurancy of the testdata . the dataset is also in face clustering repository

gcn icon gcn

Implementation of Graph Convolutional Networks in TensorFlow

graphtransformer icon graphtransformer

Graph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs", DLG-AAAI'21.

interview_questions icon interview_questions

answers I coded to questions from leetcode. some from hacker rank and google foo-bar

jax icon jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

keras-js icon keras-js

Run trained Keras models in the browser, with GPU support

leetcode icon leetcode

:pencil: Python / C++ 11 Solutions of LeetCode Questions

leetcode-1 icon leetcode-1

正确的姿势,学习的态度来刷 LeetCode:高效的代码、简洁的注释、精炼的总结。

llama icon llama

Inference code for LLaMA models

magenta icon magenta

Magenta: Music and Art Generation with Machine Intelligence

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