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high-dimensional-inference

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NVIDIA / MinkowskiEngine

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Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

computer-vision deep-learning neural-network cuda high-dimensional-data pytorch convolutional-neural-networks auto-differentiation semantic-segmentation space-time spatio-temporal-analysis 3d-vision 3d-convolutional-network sparse-tensors sparse-convolution high-dimensional-inference trilateral-filter 4d-convolutional-neural-network minkowski-engine sparse-tensor-network
  • Updated Mar 5, 2024
  • Python

tlverse / causalglm

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Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted machine-learning

data-science machine-learning r statistics projection r-package targeted-learning causal-inference treatment-effects generalized-linear-models nonparametric-statistics interpretable-machine-learning semiparametric-estimation marginal-structural-models robust-statistics high-dimensional-inference heterogeneous-treatment-effects causal-learning relative-risk-regression working-model
  • Updated Apr 7, 2022
  • R

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