TensorFlow Tutorial and Examples for Beginners with Latest APIs

An Open-Source Package for Network Embedding (NE)

Joint Attribute-Preserving Embedding

Named Entity Recognition

Deep Learning for NLP resources

Dataset and models for the paper Personalization in Goal-oriented Dialog

Bidirectional LSTM + CRF (Conditional Random Fields) in Tensorflow

Representation Learning and Pairwise Ranking for Implicit Feedback in Top-N Item Recommendation

Transpile trained scikit-learn estimators to C, Java, JavaScript and others.

Simple implementation of a Support Vector Machine using the Sequential Minimal Optimization (SMO) algorithm for training.

all kinds of text classificaiton models and more with deep learning

Library for fast text representation and classification.

Python implementation of TextRank algorithm (https://web.eecs.umich.edu/~mihalcea/papers/mihalcea.emnlp04.pdf) for automatic keyword extraction and summarization using Levenshtein distance as relat…

Computation using data flow graphs for scalable machine learning

Java Evaluator API for PMML

A script that creates train, valid and test datasets for the ranking task from Ubuntu corpus dialogs.

scikit-learn（sklearn） 官方文档中文版

Python3/TensorFlow

This project contains examples which demonstrate how to deploy analytic models to mission-critical, scalable production environments leveraging Apache Kafka and its Streams API. Models are built wi…

Flask API for training and predicting using scikit learn models

A simple BiLSTM-CRF model for Chinese Named Entity Recognition task

Tensorflow Implementation of Learning End-to-End Goal-Oriented Dialog.

Python library for processing Chinese text

A Convolutional Neural Network designed to classify the subject of a photo by gender. This model was created by applying Transfer Learning to TensorFlow's Inception-v3 model.