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Tianyi Miao's Projects

annotated-sfm icon annotated-sfm

Reducing Causality to Functions with Structural Models (Philosophy)

baseliner icon baseliner

Train, test, and compare any machine learning models on any datasets in one click

fourier_embedding icon fourier_embedding

Generalized Fourier / sinusoidal embedding modules for arbitrary real-valued tensor inputs in PyTorch

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-confusion-matrix icon pytorch-confusion-matrix

Differentiable precision, recall, F-beta score, F1 score, and dice loss for input tensors of real-valued probabilities

runningnorm icon runningnorm

PyTorch implementation of Scikit-Learn StandardScaler. Easily inserted as the first neural network layer; compatible with minibatch training

torchimage icon torchimage

PyTorch utilities for classic image processing and evaluation

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