starflettw's repositories
DeepGBM
Implementation for the paper "DeepGBM: A Deep Learning Framework Distilled by GBDT for Online Prediction Tasks", which has been accepted by KDD'2019.
distill-nn-tree
Distillation of Neural Network Into a Soft Decision Tree
distillation
Keras + tensorflow experiments with knowledge distillation on EMNIST dataset
hospital-los-predictor
Prediction of hospital length-of-stay (LOS) at time of admission using gradient boosting
KD_methods_with_TF
Knowledge distillation methods implemented with Tensorflow (now there are 11 (+1) methods, and will be added more.)
Knowledge-Distillation-Keras-1
An easy approach on how to implement Knowledge Distillation on Keras
Knowledge_distillation_via_TF2.0
The codes for recent knowledge distillation algorithms and benchmark results via TF2.0 low-level API
kPCA
Kernel PCA for Novelty Detection
line-bot-imgur-tutorial
透過 imgur api 製作簡單 line bot
line-bot-tutorial
Line bot tutorial.
nmt-keras
Neural Machine Translation with Keras
pyflux
Open source time series library for Python
r-server-hospital-length-of-stay
Hospital length of stay prediction solution with Microsoft R Server
robust_loss_pytorch
A pytorch port of google-research/google-research/robust_loss/
shortcut-perspective
Figures & code from the paper "Shortcut Learning in Deep Neural Networks" (Nature Machine Intelligence 2020)
temporal-ensembling-semi-supervised
Keras implementation of temporal ensembling(semi-supervised learning)