State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

Deprecated

An industrial deep learning framework for high-dimension sparse data

spark性能调优总结 spark config and tuning

Papers on Computational Advertising

A lightweight parameter server interface

Fish-like autosuggestions for zsh

🔢 Numeric file selection shortcuts for common git commands

Markdown 基本语法。

The ultimate vim distribution

A bootstrap script for new Mac

D's Machine Learning is a machine learning toolkit for python,focus on rightness but efficiency

Curated list of awesome GAN applications and demo

Python library to compute knowledge graph embeddings

Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running mat…

Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE

Implementing a Neural Network from Scratch

spark ml 算法原理剖析以及具体的源码实现分析

Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts"

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

a chinese segment base on crf

Go中文分词

🛵 This Pinyin Analysis plugin is used to do conversion between Chinese characters and Pinyin.

🚌 The IK Analysis plugin integrates Lucene IK analyzer into Elasticsearch and OpenSearch, support customized dictionary.

自然语言处理实验（sougou数据集），TF-IDF，文本分类、聚类、词向量、情感识别、关系抽取等

Python port of Mikolov's word2phrase.c from the word2vec toolkit

TensorFlow Neural Machine Translation Tutorial

🅰️ single character search, select, and jump