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awesome

😎 Awesome lists about all kinds of interesting topics

awesome-interview-questions

:octocat: A curated awesome list of lists of interview questions. Feel free to contribute! :mortar_board:

awesome-recommender-systems

A curated list of awesome resources about Recommender Systems.

big-data-analysis-of-bike-trips-data-using-graphx-in-pyspark

chinesener

A neural network model for Chinese named entity recognition

deeplearning.ai

Some work of Andrew Ng's course on Coursera

ds1003_project

DS 1003 Spring 2017 Project

evolutionary-algorithm

Evolutionary Algorithm using Python

feature-engineering-for-ml-zh

:book: [译] 面向机器学习的特征工程

gather-tensorflow-serving

Gathers how to deploy tensorflow models using nginx, hadoop, kafka, flask, gunicorn, socketio, docker swarm, luigi spotify, airflow, celery and so much more!

graphembedding

Implementation and experiments of graph embedding algorithms.deep walk,LINE(Large-scale Information Network Embedding),node2vec,SDNE(Structural Deep Network Embedding),struc2vec

knowledgegraphcourse

东南大学《知识图谱》研究生课程

leetcode

Provide all my solutions and explanations in Chinese for all the Leetcode coding problems.

leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

nlp-journey

NLP 相关的一些文档、论文及代码, 包括主题模型(Topic Model)、词向量(Word Embedding)、命名实体识别(Named Entity Recognition)、文本分类(Text Classificatin)、文本生成(Text Generation)、文本相似性(Text Similarity)计算、机器翻译(Machine Translation)等，涉及到各种与nlp相关的算法，基于keras和tensorflow。

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

seq2seq_learning

seq2seq learning with TensorFlow

study-floder

相当不错的图书，例如《数学之美》、《浪潮之巅》、《TCP/IP卷一/卷二/卷三》等；一些大的上传受限制的文件《图解TCP_IP_第5版》、《深入理解Java虚拟机JVM》、《effective java》等在README

tencent2019_preliminary_rank1st

The code for 2019 Tencent College Algorithm Contest, and the online result ranks 1st in the preliminary.

test

woe_binning_tool