ethir

adversarial_text

Code for Adversarial Training Methods for Semi-Supervised Text Classification

adversarial_training_methods

Implementation of the methods proposed in **Adversarial Training Methods for Semi-Supervised Text Classification** on IMDB dataset (without pre-training)

Capsule

A Capsule Implement with Pure Keras

char-CNN-text-classification-tensorflow

the implement of text understanding from scratch

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

confluent-kafka-python

Confluent's Apache Kafka Python client

CS199Project

Creating a model selection algorthim for mLib in Spark

dan

Deep Averaging Networks

ELMo_Chin

use ELMo in chinese environment

interpretable-adv

Code for Interpretable Adversarial Perturbation in Input Embedding Space for Text, IJCAI 2018.

kafka-example-in-scala

a kafka producer and consumer example in scala and java

kafka-python

Python client for Apache Kafka

keras-adversarial

Keras Generative Adversarial Networks

Keras-GAN

Keras implementations of Generative Adversarial Networks.

keras-wide-n-deep

Reimplementation of Google's Wide & Deep Network in Keras

local_attention

local_attention with and without a window

models

Models and examples built with TensorFlow

pykafka

Apache Kafka client for Python; high-level & low-level consumer/producer, with great performance.

PySpark

Processing millions of lines of text, turning them into document term matrix and counting top terms with pyspark and mlib from multiple hadoop clusters and

ScalaApacheAccessLogParser

An Apache access log parser written in Scala

Sentiment-Classification

Simple_Adversarial_Examples

Repo of simple adversarial examples on vanilla neural networks trained on MNIST

Spark-SQL-on-HBase

Native, optimized access to HBase Data through Spark SQL/Dataframe Interfaces

SparkOnHBase

SparkOnHBase

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-talk-debugging

💬 Slides and supplementary codes for my talk 'Debugging Tips on TensorFlow' (2016)

transfer-learning-text-tf

Tensorflow implementation of Semi-supervised Sequence Learning (https://arxiv.org/abs/1511.01432)

VAT-pytorch

Virtual Adversarial Training (VAT) implementation for pytorch

vat_tf

Virtual adversarial training with Tensorflow

zhihu

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.