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dialog-system-with-task-retrieval-and-seq2seq

2018 JDDC对话大赛亚军解决方案

dlsys-course.github.io

Deep learning system course

dmlc-core

A common code-base for Distributed Machine Learning in C++

easyml

Easy Machine Learning is a general-purpose dataflow-based system for easing the process of applying machine learning algorithms to real world tasks.

eli5

A library for debugging/inspecting machine learning classifiers and explaining their predictions

email-summarization

A module for E-mail Summarization which uses clustering of skip-thought sentence embeddings.

embedx

embedx 是基于 c++ 开发的、完全自研的分布式 embedding 训练和推理框架。它目前支持 图模型、深度排序、召回模型和图与排序、图与召回的联合训练模型等

eng-practices

Google's Engineering Practices documentation

fnv-java

fnv1 and fnv1a hash functions in java

gans

GAN models implemented with PyTorch

glove-python

Toy Python implementation of http://www-nlp.stanford.edu/projects/glove/

guice

Guice (pronounced 'juice') is a lightweight dependency injection framework for Java 6 and above, brought to you by Google.

how-to-optimize-gemm

intel-avx512-brief-introduction

Intel AVX-512简介

java-string-similarity

Implementation of various string similarity and distance algorithms: Levenshtein, Jaro-winkler, n-Gram, Q-Gram, Jaccard index, Longest Common Subsequence edit distance, cosine similarity ...

java8-optimize

Kicking the Java8 tires

javaguide

A core knowledge that most Java programmers need to master

jcsprout

👨‍🎓 Java Core Sprout : basic, concurrent, algorithm

langdetect

Port of Google's language-detection library to Python.

leetcode

LeetCode Problems' Solutions (up-to-date)

leetcode-1

LeetCode题解，151道题完整版

libfm

Library for factorization machines

libnindex

N-Index is common data storage and index library

lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

lingvo

Lingvo

mead

Text summarization

models

Models and examples built with TensorFlow

mshadow

Matrix Shadow:Lightweight CPU/GPU Matrix and Tensor Template Library in C++/CUDA for (Deep) Machine Learning

nematus

neuraldialogpapers

Summary of deep learning models for dialog systems