WEN-MIN's repositories
adversarial
Code and hyperparameters for the paper "Generative Adversarial Networks"
CapsNet-Keras
A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.
Information-Extraction-Chinese
Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取
irgan
IRGAN SIGIR paper experimental code
K-Nearest-Neighbors-with-Dynamic-Time-Warping
Python implementation of KNN and DTW classification algorithm
Kaggle_CrowdFlower
1st Place Solution for Search Results Relevance Competition on Kaggle (https://www.kaggle.com/c/crowdflower-search-relevance)
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
ML_for_Hackers
Code accompanying the book "Machine Learning for Hackers"
models
Models and examples built with TensorFlow
reinforcement-learning-an-introduction
Python implementation of Reinforcement Learning: An Introduction
reverb
Web-Scale Open Information Extraction
scir-training-day
a small training program for new crews of HIT-SCIR
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
tensorflow
Computation using data flow graphs for scalable machine learning
TensorFlow-Examples
TensorFlow Tutorial and Examples for beginners
tensorflow-socher-ntn
Reimplementation of "Reasoning With Neural Tensor Networks for Knowledge Base Completion" (Socher, Chen 2013) in Google's TensorFlow framework. MIT 6.806 Final Project.
TextInfoExp
自然语言处理相关实验（基于sougou数据集），包含文本特征提取（TF-IDF），文本分类，文本聚类，word2vec训练词向量及同义词词林中文词语相似度计算、文档自动摘要，信息抽取，情感分析与观点挖掘等。
tflearn
Deep learning library featuring a higher-level API for TensorFlow.