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sungjinlees's Projects

chat-data icon chat-data

Python script to download and process movie script data for nlp purposes

chatterbot icon chatterbot

ChatterBot is a machine learning, conversational dialog engine for creating chat bots.

cntk icon cntk

Microsoft Cognitive Toolkit (CNTK)

cocoa icon cocoa

Framework for learning dialogue agents in a two-player game setting.

codegan icon codegan

Source Code Generation using Sequence Generative Adversarial Networks :octocat:

commai-env icon commai-env

A platform for developing AI systems as described in A Roadmap towards Machine Intelligence - http://arxiv.org/abs/1511.08130

conv_s2s icon conv_s2s

Convolutional Sequence-to-Sequence (Work in Progress)

conv_seq2seq icon conv_seq2seq

A tensorflow implementation of Fairseq Convolutional Sequence to Sequence Learning(Gehring et al. 2017)

copynet icon copynet

An implementation of "Incorporating copying mechanism in sequence-to-sequence learning"

cvx-nb icon cvx-nb

IPython Notebooks of Convex Optimization Problems

darkflow icon darkflow

translate darknet to tensorflow. Load trained weights, retrain/fine-tune them using tensorflow, export constant graph def to C++

dc-neuralconversation icon dc-neuralconversation

OpenNMT based Neural Conversation model which implements Topic and Semantic Distributional Constraints to improve quality of generated responses

decanlp icon decanlp

The Natural Language Decathlon: A Multitask Challenge for NLP

deep-ed icon deep-ed

Source code for "Deep Joint Entity Disambiguation with Local Neural Attention"

deep-route icon deep-route

Training a deep FCN network in PyTorch to route circuit layouts.

deepcrf icon deepcrf

A suite of tools for sequence tagging, including regular and "deep" CRF, as well as convolutional and recurrent neural networks.

deeppath icon deeppath

code and docs for the paper "DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning"

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