Using Teacher Assistants to Improve Knowledge Distillation
The Web framework for perfectionists with deadlines.
Simple question answering over knowledge graphs (Mohammed et al., NAACL 2018)
Fully Statistical Neural Belief Tracker (Mrkšić and Vulić, ACL 2018)
Reinforcement learning resources curated
Utility Scripts to automate Dev Tasks
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Code for PointerSQL, PT-MAML, Execution-guided Decoding papers
DSB2018 [ods.ai] topcoders
Code for "Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks", Gupta et al, CVPR 2018
machine learning based dialogue engine for conversational software
CRFsuite: a fast implementation of Conditional Random Fields (CRFs)
Relational recurrent neural networks https://arxiv.org/abs/1806.01822
Using the CLR algorithm for training (https://arxiv.org/abs/1506.01186)
Code for paper "End-to-End Non-Factoid Question Answering with an Interactive Visualization of Neural Attention Weights"
MTCNN face detection implementation for TensorFlow, as a PIP package.
Pytorch implementation of MaxPoolingLoss.
Library for fast text representation and classification.
An open source library for building end-to-end dialog systems and training chatbots.
:pencil: Python / C++ 11 Solutions of LeetCode Questions
Alternative Monokai themes (e.g. sublime / boxy) for Pycharm
Face recognition using Tensorflow
Deployment of TensorFlow models into production with TensorFlow Serving, Docker, Kubernetes and Microsoft Azure
The Monkeytyping (2nd place) Solution to the Youtube-8M Video Understanding Challenge
A Keras implementation of SSD
Tensorflow toolbox implementing several learnable pooling architecture