stevenlol Goto Github PK

text_classification

all kinds of text classification models and more with deep learning

text_classification-1

Text classification models: cnn, self-attention, cnn-rnf, rnn-att, capsule-net. TensorFlow. Single GPU or multi GPU

text_convnet

Molding CNNs for text (http://arxiv.org/abs/1508.04112)

textnet-release

TextNet: A deep neural network framework for text matching

textrank

Python implementation of TextRank algorithm (http://acl.ldc.upenn.edu/acl2004/emnlp/pdf/Mihalcea.pdf) for automatic keyword extraction and summarization using Levenshtein distance as relation between text units.

textrank4zh

:deciduous_tree:从中文文本中自动提取关键词和摘要

textsharpener

Convolutional neural network for sharpening text in images

textsimilarityconvnet

Semantic Similarity Measurement of Texts using Convolutional Neural Networks - EMNLP 2015

textspotter

textteaser

TextTeaser is an automatic summarization algorithm.

textteaser-1

Official version of TextTeaser.

textvae

Theano code for experiments in the paper "A Hybrid Convolutional Variational Autoencoder for Text Generation."

tf-estimator-tutorials

This repository includes tutorials on how to use the TensorFlow estimator APIs to perform various ML tasks, in a systematic and standardised way

tf-model-deploy-tutorial

A tutorial exploring multiple approaches to deploy a trained TensorFlow (or Keras) model or multiple models for prediction.

tf-rnn-attention

Tensorflow implementation of attention mechanism for text classification tasks.

tf-stanford-tutorials

This repository contains code examples for the course CS 20SI: TensorFlow for Deep Learning Research.

tf_chatbot_seq2seq_antilm

Seq2seq chatbot with attention and anti-language model to suppress generic response, option for further improve by deep reinforcement learning.

tf_tutorial_plus

Tutorials for TensorFlow APIs the official documentation doesn't cover

tfjs-models

Pretrained models for TensorFlow.js

tfjs-tsne

tft-lcd_defects_detecter-qt-opencv

TFT-LCD defects detecter based on the improved saliency model

the-stolen-crown-rpg

A fantasy mini-RPG built with Python and Pygame.

theano

Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.

theano_exercises

Exercises for my tutorials on Theano

theano_lstm

Nano size Theano LSTM module

therefore

∴ deductive reasoning tool

threadtone

a halftone representation of an image made of thread

thulac

An Efficient Lexical Analyzer for Chinese

thulac-python

An Efficient Lexical Analyzer for Chinese

thumt

an open-source neural machine translation toolkit developed by Tsinghua Natural Language Processing Group