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ai-resources-assemble

To record the AI resources that individuals have read.

algorithm

coding coding

architecture.of.internet-product

互联网公司技术架构，微信/淘宝/微博/腾讯/阿里/美团点评/百度/Google/Facebook/Amazon/eBay的架构，欢迎PR补充

awesome-bert

bert nlp papers, applications and github resources ， BERT 相关论文和 github 项目

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-deeplearning-resources

Deep Learning and deep reinforcement learning research papers and some codes

chinese-text-multi-classification-clstm

A Multi-classification of chinese text with cnn-rnn model.

clrs

:notebook:Solutions to Introduction to Algorithms

datastructs_and_algorithm

Data struct and algorithm introduction and implementation in C/C++/Java.

fasttext

Library for fast text representation and classification.

interview-notebook

:calendar: 准备秋招学习笔记

learn_math_fast

This is the Curriculum for "How to Learn Mathematics Fast" By Siraj Raval on Youtube

leetcode

(229 / 280) [中文|English] Solutions and notes of LEETCODE using C++/Java/Python/Sql/Shell Script.

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.

models

Models and examples built with TensorFlow

myalgorithmwarehouse

My algorithm notes.

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

spark

Apache Spark - A unified analytics engine for large-scale data processing

spark-ml-source-analysis

spark ml 算法原理剖析以及具体的源码实现分析

sparkctr

CTR prediction model based on spark(LR, GBDT, DNN)

tensorflow

Computation using data flow graphs for scalable machine learning

tf_related_staff

word2vec

google 官方word2vec 中文注释版