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acl2017_document_clustering

code for "Determining Gains Acquired from Word Embedding Quantitatively Using Discrete Distribution Clustering" ACL 2017

agriculture_knowledgegraph

农业知识图谱(KG)：农业领域的信息检索，命名实体识别，关系抽取，分类树构建，数据挖掘

cuckoo

Cuckoo Sandbox is an automated dynamic malware analysis system

cuckoo_sequence_process

datamining-and-social-sentiment-analysis-based-on-weibo

基于微博的数据挖掘与社交舆情分析

densitypeakcluster

Python Code For 'Clustering By Fast Search And Find Of Density Peaks' In Science 2014.

document-clustering

Document Clustering using TF-IDF, Hierarchical Agglomerative Clustering and K Means

dqn-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

finetune-transformer-lm

Code and model for the paper "Improving Language Understanding by Generative Pre-Training"

graphsage

Representation learning on large graphs using stochastic graph convolutions.

hottopicdetection

碩論：基於Word2Vec之熱門主題偵測

interview_collect

整理自己准备面试时的相关资料，包括 GitBook、Python、C/C++ 等代码及知识点

kaggle-ensemble-guide

Code for the Kaggle Ensembling Guide Article on MLWave

kaggle_microsoft_malware

code for kaggle competition Microsoft malware classification

kddcup99-classification

classification for intrusion detection

kddcup99-cnn

Using PyTorch to train kddcup99 dataset with convolutional neural networks.

keywordextraction

基于LDA和TextRank的关键子提取算法实现

multilabel-timeseries-classification-with-lstm

Tensorflow implementation of paper: Learning to Diagnose with LSTM Recurrent Neural Networks.

networkpublicopinionanalysissystem

网络舆情分析系统

nlp

兜哥出品 <一本开源的NLP入门书籍>

nmt

TensorFlow Neural Machine Translation Tutorial

online-lda

On-Line LDA: Adaptive Topic Models for Mining Text Streams with Applications to Topic Detection and Tracking.

online_twitter_lda

Detection of microblogs novel events using an online variant of topic model

python-lda

lda模型的python实现

r-cnn

malware detection with CNN

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

sentencematching

Matching Natural Language Sentences with Hierarchical Sentence Factorization

seq2seq_chatbot

基于seq2seq模型的简单对话系统的tf实现，具有embedding、attention、beam_search等功能，数据集是Cornell Movie Dialogs

seq2seq_chatbot_new

基于seq2seq模型的简单对话系统的tf实现，具有embedding、attention、beam_search等功能，数据集是Cornell Movie Dialogs

storyforest

This repository implements the system described in "Growing Story Forest Online from Massive Breaking News"