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info_6105

INFO 6105 - Data Science Engineering Methods

insightface

Face Recognition Project on MXNet

insuranceqa-cnn-lstm

tensorflow and theano cnn code for insurance QA(question Answer matching)

insuranceqa-corpus-zh

OpenData in insurance area for Machine Learning Tasks

leetcode

使用python刷leetcode题目

leetcode-1

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

lstm-char-cnn-tensorflow

LSTM language model with CNN over characters in TensorFlow

lstm_attention_tf

Add attention layer to LSTM/word2vec model for sentiment analysis using tensorflow

machine-learning-with-python

此项目是我在学习《机器学习实战》这本书时的代码记录情况，用python实现，当然也会包括一些其他的机器学习算法，使用Python实现

memn2n

End-To-End Memory Network using Tensorflow

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.

multiprocessmstepregression

python多进程逐步回归。python step-wise regression with multi-processing.

ner

命名实体识别实践与探索

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

nio

Java nio学习的代码案例，常用模式

nlp-conferences-code

NLP-Conferences-Code (ACL、EMNL、NAACL、COLING、AAAI、IJCAI)

nlp_ability

总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力

nlper-interview

该仓库主要记录 NLP 算法工程师相关的面试题

nlpir

nn-from-scratch

Implementing a Neural Network from Scratch

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

openke

An Open-Source Package for Knowledge Embedding (KE)

ppoxfamily

PPO x Family DRL Tutorial Course（决策智能入门级公开课：8节课帮你盘清算法理论，理顺代码逻辑，玩转决策AI应用实践 ）

pytagcloud

Create beautiful tag clouds as images or HTML

sentimentpolarityanalysis

情感极性分析repository1：基于情感词典、k-NN、Bayes、最大熵、SVM的情感极性分析。

seq2seq-keyphrase

shap

A unified approach to explain the output of any machine learning model.

sinaspider

新浪微博爬虫（Scrapy、Redis）

sparrowrecsys

A Deep Learning Recommender System

spring-learning

Spring 学习笔记，通过例子展示和剖析实现机制