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angel

A Flexible and Powerful Parameter Server for large-scale machine learning

awesome-cv

:page_facing_up: Awesome CV is LaTeX template for your outstanding job application

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为15个章节，近20万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 版权所有，违权必究 Tan 2018.06

fast-transx

An Efficient implementation of TransE and its extended models for Knowledge Representation Learning

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

ic-gnn

javaguide

「Java学习+面试指南」一份涵盖大部分 Java 程序员所需要掌握的核心知识。准备 Java 面试，首选 JavaGuide！

knowledgegraphcourse

东南大学《知识图谱》研究生课程

machine-learning-systems-design

A booklet on machine learning systems design with exercises: https://huyenchip.com/machine-learning-systems-design/toc.html

machinelearning

masterpaper

ml-system-design-pattern

System design patterns for machine learning

mmoe_icnn

multi-class-text-classification-cnn-rnn

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

pra

researchpapers

spark-nightmare

stockvalue

tensorflow-transx

An implementation of TransE and its extended models for Knowledge Representation Learning on TensorFlow

time-series-papers

List of awesome papers about time series, mainly including algorithms based on machine learning | 收录时间序列分析中各个研究领域的高水平文章，主要包含基于机器学习的算法

tswbench

An R package for Tushare Pro and various time series utils.