zhiliangwu Goto Github PK

ai_clinician

Reinforcement learning for medical decisions

benchmarking_dl_mimiciii

copier

Library and command-line utility for rendering projects templates.

dkaft

The PyTorch code for the publication "Uncertainty-Aware Time-to-Event Prediction using DeepKernel Accelerated Failure Time Models" at MLHC2021 (Machine Learning for Healthcare 2021)

etips

The Tensorflow code for the publication "Learning Individualized Treatment Rules with Estimated Translated Inverse Propensity Score" on ICHI 2020 (8th IEEE International Conference on Healthcare Informatics)

ignite

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

machine-learning-engineering-for-production-public

Public repo for DeepLearning.AI MLEP Specialization

mdkl

The PyTorch code for the publication "Quantifying Predictive Uncertainty in Medical Image Analysis with Deep Kernel Learning" on ICHI 2021 (9th IEEE International Conference on Healthcare Informatics)

mimic3-benchmarks

Python suite to construct benchmark machine learning datasets from the MIMIC-III clinical database.

neural-style-keras

Implementation of neural style transfer methods using Keras and Tensorflow

pytorch-ssd

MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in PyTorch. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.

spx

Proxy a URL with a custom scheme

taplo

A TOML toolkit written in Rust

zhiliangwu.github.io