Ruan Yang's repositories
Sentiment_Analysis_cnn_lstm_cnnlstm_textcnn_bilstm
利用CNN,LSTM,CNN_LSTM,TextCNN,Bi-LSTM和传统的机器学习算法进行情感分析，参考：https://github.com/Edward1Chou/SentimentAnalysis
Machine-Learning-in-Materials-Characterization
This repository contained python code used to analysis Material microstructure and spectral data. Reference https://github.com/pycroscopy.
Deep-Learning-materials
This repository contained Stanford, Oxford and Hung-yi Lee Deep Learning course materials.
Sentence_Similarity
句子相似性计算，使用TF-IDF,LSI,LDA
fastText-Study
学习fastText进行文本分类
Keras_NLP_Study
基于keras/examples中的NLP案例进行改写和测试
awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
caj2pdf_gui
caj2pdf gui程序: 转换**知网 CAJ 格式文献为 PDF。佛系转换，成功与否，皆是玄学。
d2l-zh
《动手学深度学习》
Data-Analysis
Data Analysis Using Python
deepmd-kit
A deep learning package for many-body potential energy representation and molecular dynamics
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
Hyperparameter-Optimization
1. Grid Search 2. Random Search 3. Bayesian Optimization
kaggle_Tianchi_data
contain kaggle and tianchi data
py4chemoinformatics
Python for chemoinformatics
pycorrector
pycorrector is a toolkit for text error correction. It was developed to facilitate the designing, comparing, and sharing of deep text error correction models.
PyShortTextCategorization
Various Algorithms for Short Text Mining
python_for_data_analysis_2nd_chinese_version
《利用Python进行数据分析·第2版》
schnetpack
SchNetPack - Deep Neural Networks for Atomistic Systems
Sklearn-learning-documentation
记录Sklearn机器学习库学习文件
TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners with Latest APIs
Tensorflow-Tutorial
Tensorflow tutorial from basic to hard
text_classification
all kinds of text classificaiton models and more with deep learning
Virgilio
Your new Mentor for Data Science E-Learning.