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Prafulla Choubey's Projects

adabound icon adabound

An optimizer that trains as fast as Adam and as good as SGD.

anlp19 icon anlp19

Course repo for Applied Natural Language Processing (Spring 2019)

bayes-seg icon bayes-seg

Java code from the 2008 EMNLP paper "Bayesian Unsupervised Topic Segmentation" by Eisenstein and Barzilay

ddcrp icon ddcrp

Java Implementation of the distance dependent chinese restaurant process

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

glad icon glad

Global-Locally Self-Attentive Dialogue State Tracker

neural_chat icon neural_chat

Code to support training, evaluating and interacting neural network dialog models, and training them with reinforcement learning. Code to deploy a web server which hosts the models live online is available at: https://github.com/asmadotgh/neural_chat_web

pysyft icon pysyft

A library for encrypted, privacy preserving machine learning

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

rlkit icon rlkit

Collection of reinforcement learning algorithms

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