zhangqiking

SVM

implemention of SVM algorithm

ahaman-Flask-with-Machine-Learning-Sentiment-Analysis

bi-lstm-crf-tensorflow

Bidirectional LSTM + CRF (Conditional Random Fields) in Tensorflow

chatbot-MemN2N-tensorflow

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

DL4NLP

Deep Learning for NLP resources

fastText

Library for fast text representation and classification.

ffm

GenderClassifierCNN

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.

JAPE

Joint Attribute-Preserving Embedding

jpmml-evaluator

Java Evaluator API for PMML

kafka-streams-machine-learning-examples

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 with Python, H2O, TensorFlow, DeepLearning4 and other technologies.

ner

Named Entity Recognition

Neural_Bayesian_Personalized_Ranking

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

node2vec

OpenNE

An Open-Source Package for Network Embedding (NE)

personalized-dialog

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

Plsa_LDA

Plsa and LDA algorithm implemention

scikit-learn-doc-zh

scikit-learn（sklearn） 官方文档中文版

sklearn-porter

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

sklearnflask

Flask API for training and predicting using scikit learn models

snownlp

Python library for processing Chinese text

SVM-w-SMO

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

tensorflow

Computation using data flow graphs for scalable machine learning

TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs

text_classification

all kinds of text classificaiton models and more with deep learning

TextMining

Text

TextRank

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 relation between text units.

ubuntu-ranking-dataset-creator

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

Valified_Code_Classify

Python3/TensorFlow

zh-NER-TF

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