Discover lipiji/gan-intro-theano Open Source project

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Generative Adversarial Networks (GAN) example in Theano.

App-DL

Deep Learning and applications in Startups, CV, NLP

801

AIStartups

Startups about artificial intelligence. (DM, ML, NLP, CV...)

595

SongNet

Code for ACL 2020 paper "Rigid Formats Controlled Text Generation"：https://www.aclweb.org/anthology/2020.acl-main.68/

Python

226

neural-summ-cnndm-pytorch

Neural abstractive summarization (seq2seq + copy (or pointer network) + coverage) in pytorch on CNN/Daily Mail

Python

203

Guyu

Chinese GPT2: pre-training and fine-tuning framework for text generation

Python

188

TranSummar

Transformer for abstractive summarization on cnn/daily-mail and gigawords

JRNN

PG_BOW_DEMO

Image Classification using Bag of Words and Spatial Pyramid BoW

C++

110

hierarchical-encoder-decoder

Hierarchical encoder-decoder framework for sequences of words, sentences, paragraphs and documents using LSTM and GRU in Theano

Python

109

TtT

code for ACL2021 paper "Tail-to-Tail Non-Autoregressive Sequence Prediction for Chinese Grammatical Error Correction"

Python

PG_Curve

Matlab code for computing and visualization: Confusion Matrix, Precision/Recall, ROC, Accuracy, F-Measure etc. for Classification.

Objective-C

PG_DEEP

demo of deep belief nets

C++

rnn-theano

RNN(LSTM, GRU) in Theano with mini-batch training; character-level language models in Theano

Python

variational-autoencoder-theano

Variational Autoencoders (VAEs) in Theano for Images and Text

Python

DRGD-LCSTS

code for "Deep Recurrent Generative Decoder for Abstractive Text Summarization"

Python

dialogue-hred-vhred

HRED VHRED VHCR for Multi-Turn Dialogue Systems

Python

lipiji.github.io

HTML

datasets

datasets for NLP research

HFT

code:Hidden factors and hidden topics: Understanding rating dimensions with review text.

Shell

uChecker

Code of the COLING22 paper "uChecker: Masked Pretrained Language Models as Unsupervised Chinese Spelling Checkers"

rnn-pytorch

study pytorch

Python

NRT-theano

Code for our SIGIR'2017 paper "Neural Rating Regression with Abstractive Tips Generation for Recommendation"

Python

data-summ-cnn_dailymail

non-anonymized cnn/dailymail dataset for text summarization

Python

JLBFGS

Limited-memory Broyden-Fletcher-Goldfarb-Shanno (L-BFGS) in Java

Java

PG_PageRank

pagerank using mapreduce format

Shell

vae-salience

"Salience Estimation via Variational Auto-Encoders for Multi-Document Summarization"

HCL

PG_PLSA

plsa demo in python

Python

neural-dialogue-s2s-weibo-py3

Python

world2vec

Pre-trained word and phrase vectors

neural-topic-model

neural topic model based on VAE - theano

Python

stopwords

t5_summarization

Python

language_model_transformer

language model via transformer

Python

vae-salience-ramds

"Reader-Aware Multi-Document Summarization: An Enhanced Model and The First Dataset"

HCL

gan-bow-text

Generative Adversarial Network (GAN) for text modeling

Python

bert_zh_open200g_wordpiece

Python

jilp

Java ILP is a simplified java interface to (mixed) integer linear programming solvers like, e.g., lp_solve, Glpk, SAT4J (0-1 ILP), CPLEX, or Mosek.

Java

cws-seq2seq

Chinese Word Segment using Seq2Seq Framework.

SwarmRank

Particle Swarm Optimization for Classification and Recommender Systems

MATLAB

PG_ROC_PR_R

ROC and PR curve using R

collaborative-topic-regression

C++

textrank_keyword_summary

textrank based keywords extraction and summarization

Python

interpretability-methods

gradients based interpretability methods

Python

tokenizer_zh

Python

TextAdventure

pointer_generator_csc_lstm

Python

PG_LINEAR

L_p-Regularized logistic regression using Gradient Decent (batch)

Shell

TopCJ

Top Conference Timeline

PATG

Code for WWW2019 paper "Persona-Aware Tips Generation"

water_level_prediction

Python

adversarial-variational-autoencoders

Adversarial Variational Auto-Encoders (AVAEs) in Theano

Python

TextRefiner

Java

neural-fig2txt

Python

VecComp

Vector completion using sparse coding

Python

instruction_data

Python

corr

Python

pointer_generator_transformer

Python

WebHarvester

Web-Harvest is Open Source Web Data Extraction tool written in Java. This is an extension of the original version.

Finetrain-BERT

big_tpl_zh_10_base

mlp-theano

civrealm

CivRealm: A Learning and Reasoning Odyssey for Decision-Making Agents: https://civrealm.github.io/civrealm/

Python

RAG4DocReader

llamaindex testing

Python

lipiji/gan-intro-theano

lipiji

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