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gitsamshi's Projects

ac-gan icon ac-gan

A tensorflow implementation of google's AC-GAN ( Auxiliary Classifier GAN ).

adversarial icon adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

aoanet icon aoanet

Code for paper "Attention on Attention for Image Captioning"

apriori icon apriori

Python Implementation of Apriori Algorithm for finding Frequent sets and Association Rules

baselines-emnlp2016 icon baselines-emnlp2016

This repository contains baseline models, training scripts, and instructions on how to reproduce our results for our state-of-art grammar correction system from M. Junczys-Dowmunt, R. Grundkiewicz: Phrase-based Machine Translation is State-of-the-Art for Automatic Grammatical Error Correction, EMNLP 2016.

cws_gatedrnn icon cws_gatedrnn

ACL2015_code_Gated Recursive Neural Network for Chinese Word Segmentation

cws_lstm icon cws_lstm

EMNLP2015_code_Long Short-Term Memory Neural Networks for Chinese Word Segmentation

dalle-pytorch icon dalle-pytorch

Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

deepqa icon deepqa

My tensorflow implementation of "A neural conversational model", a Deep learning based chatbot

deeprl-agents icon deeprl-agents

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

diffcse icon diffcse

Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"

ebm_code_release icon ebm_code_release

Code for Implicit Generation and Generalization with Energy Based Models

fnlp icon fnlp

中文自然语言处理工具包 Toolkit for Chinese natural language processing

irl-imitation icon irl-imitation

Implementations of model-based Inverse Reinforcement Learning (IRL) algorithms in python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL

kagnet icon kagnet

Knowledge-Aware Graph Networks for Commonsense Reasoning (EMNLP 19)

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