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text_classification

all kinds of text classificaiton models and more with deep learning

text_classification--honnibal

Relatively simple text classification powered by spaCy

text_classification-1

Text Classification Algorithms: A Survey

text_classification_ml_exploration

Text Classification Machine Learning Techniques

text_classify

A general set of tools for text classification, ranking, feature extraction, and prediction

text_convnet

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

text_objseg

Code release for Hu et al. Segmentation from Natural Language Expressions. in ECCV, 2016

text_simplification

Text Simplification Model based on Encoder-Decoder (includes Transformer and Seq2Seq) model.

textsne

2-d visualization of high-dimensional input: Python code for rendering t-SNE code with text labels for each point

textstyletransferpapers

A list of papers related to style transfer in text

textsummarization

Extractive Text Summarization Using LDA For Topic Modeling

texture_nets

Code for "Texture Networks: Feed-forward Synthesis of Textures and Stylized Images" paper.

textvae

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

textylon

texygen

A text generation benchmarking platform

tf

Models implemented via TensorFlow

tf-3dgan

Tensorflow implementation of 3D Generative Adversarial Network.

tf-adaptive-softmax-lstm-lm

The experiment result of LSTM language models on PTB (Penn Treebank) and GBW (Google Billion Word) using AdaptiveSoftmax on TensorFlow.

tf-adversarial

Adversarial networks in TensorFlow

tf-agent

tensorflow reinforcement learning agents for OpenAI gym environments

tf-boilerplate

Tensorflow Boilerplate

tf-compneuro

Computational Neuroscience models implemented in TensorFlow

tf-cpn

The tensorflow implementation of CPN (Cascaded Pyramid Network for Multi-Person Pose Estimation)

tf-dagmm

Tensorflow Implementation of dagmm: Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection, Zong et al, 2018

tf-dcgan

DCGAN implementation by TensorFlow

tf-denoising-autoencoder

TensorFlow implementation of denoising autoencoder (dA)

tf-dev-summit-tensorboard-tutorial

Code that accompanies my talk at TF Dev Summit 2016

tf-differentiable-neural-computer

Differentiable Neural Computer implementation in Tensorflow

tf-dppn

TensorFlow implementation of DPPN (Differentiable Pattern Producing Network)

tf-easy-model-saving

An easy way to load and save checkpoints in Tensorflow!