nana0606 Goto Github PK

author-disambiguation

autoencoder

个人练习，自编码器及其变形（理论+实践）

basic-algorithms

Aha算法、Leetcode网站算法存档

deep-q-learning

Minimal Deep Q Learning (DQN & DDQN) implementations in Keras

disambiguation

disambiguation_embedding

Name Disambiguation using Network Embedding

gym

A toolkit for developing and comparing reinforcement learning algorithms.

hadoop_example

Hadoop基本操作，包括pagerank、kmeans、join、max_temperature、log_clean等的Mapreduce实现，以及自定义数据类型、partition、multioupt、combiner等基本操作

iuad

author disambiguation.

lyrics_generation

基于LSTM语言模型和seq2seq序列模型的歌词生成，包括数据爬取、数据处理、模型训练和歌词生成。

machine_learning

机器学习、深度学习、数据挖掘算法小练习存档，包括Iris_classification、face_recognition_and_similar_face_found、handwriting_recognition、newsgroups_classification等。

machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard

onlinenamedisambiguation

openai-cartpole

random search, hill climbing, policy gradient

python

Python Project, including scrapy spider.

python-fp-growth

An implementation of the FP-growth algorithm in pure Python.

python-louvain

Louvain Community Detection

python3-fp-growth

the fp-growth algorithm with python3.

python_crawling

一些爬虫项目

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

seminar-materials

组会ppt与论文--每一次的精心准备都值得留下记录😛

songs_recommendation

基于语义信息和行为信息的歌曲推荐。包括歌曲信息爬取、数据处理、word2vec歌曲向量表示、数据存储、歌曲推荐、web可视化展示。(Python、Java)

student_and_teacher_classifier

通过科研人员论文项目等数据，训练识别导师/学生的分类器。代码包括特征选择基础、网格搜索确定特征选择方法参数、不平衡数据的处理(oversampling、undersampling)和pu-learning方法在此问题上的应用

text-classification

Implementation of papers for text classification task on DBpedia

transformer

useful_materials

some useful materials or links from the Internet