Xiaoyi Li's starred repositories
Super-SloMo
PyTorch implementation of Super SloMo by Jiang et al.
my_ml_service
My Machine Learning Web Service
PopulationBasedTraining
A simple PyTorch implementation of Population Based Training of Neural Networks.
population-based-training
Reproducing results from DeepMind's paper on Population Based Training of Neural Networks.
mpi-operator
Kubernetes Operator for MPI-based applications (distributed training, HPC, etc.)
faceswap-model
Tweaking the generative model
hyperopt-convnet
Convolutional computer vision architectures that can be tuned by hyperopt.
spearmint
Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimization of Machine Learning Algorithms. Jasper Snoek, Hugo Larochelle and Ryan P. Adams. Advances in Neural Information Processing Systems, 2012
translational-DBN
A variation on Deep Belief Networks that allows labels to be used in pretraining. The application is tracing tongue surface contours from ultrasound images
DeepLearning
Deep Learning (Python, C, C++, Java, Scala, Go)
theano_optimize
Theano implementation of different optimization algorithms