Stars
Creation of LDPC codes & simulation of coding and decoding binary data. Applications to sound and image files.
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…
Factor graphs and loopy belief propagation implemented in Python
Implementation of Graph Convolutional Networks in TensorFlow
Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks (ICLR 2018)
Detection-aided Liver Lesion Segmentation
A pytorch implementation of Paper "Improved Training of Wasserstein GANs"
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
Tensors and Dynamic neural networks in Python with strong GPU acceleration
TensorFlow implementation of "Image-to-Image Translation Using Conditional Adversarial Networks".
Image-to-image translation with conditional adversarial nets
Hierarchical Object Detection with Deep Reinforcement Learning