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Chia-Hung Yuan's Projects

jax icon jax

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

msmarco icon msmarco

Utilities, Baselines, Statistics and Descriptions Related to the MSMARCO DATASET

neural-networks-from-scratch icon neural-networks-from-scratch

In this tutorial, you will learn the fundamentals of how you can build neural networks without the help of the deep learning frameworks, and instead by using NumPy.

ntga icon ntga

Code for "Neural Tangent Generalization Attacks" (ICML 2021)

scene-recognition-with-bag-of-words icon scene-recognition-with-bag-of-words

Solve classical computer vision topic, image recognition, with simplest method, tiny images and KNN(K Nearest Neighbor) classification, and then move forward to the state-of-the-art techniques, bags of quantized local features and linear classifiers learned by SVC(support vector classifier).

whostory icon whostory

3 letters, 3 stories, and there is another one happening between you.

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