Stars
This repository stores slides for a tutorial on variational inference for NLP audiences.
Repository for "Generating Sentences by Editing Prototypes"
PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349
Reproducing Hu, et. al., ICML 2017's "Toward Controlled Generation of Text"
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
CRFsuite: a fast implementation of Conditional Random Fields (CRFs)
A toolkit for making real world machine learning and data analysis applications in C++
A framework for training and evaluating AI models on a variety of openly available dialogue datasets.
Code for AMIA CRI 2016 paper "Learning Low-Dimensional Representations of Medical Concepts"
Simple package that makes your generator work in background thread
Data structures and code to read/write BioC XML and Json.
An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.
Exercises for the semi-supervised summer school https://semisupervised-learning.compute.dtu.dk.
A variational recurrent neural network implementation in tensorflow
Domain-Adversarial Neural Network in Tensorflow
Domain Adaptation Representation Learning Algorithm (as published in JMLR 2016)
Implementation of Incremental ApproSVD [X. Zhou, et al. 2015]
AETROS CLI + SDK. Command line application to manage/monitor machine learning training in AETROS Trainer
Lightweight library to build and train neural networks in Theano
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
A Theano framework for building and training neural networks