Yilun Chen's repositories
machine_learning_examples
A collection of machine learning examples and tutorials.
movie-analyse
using what i learn in the summer in the douban movie document
CNN-for-Sentence-Classification-in-Keras
Convolutional Neural Networks for Sentence Classification in Keras
crfasrnn_keras
CRF-RNN Keras/Tensorflow version
fastText
Library for fast text representation and classification.
GA-SVN
Breast Cancer detection using Hybrid of Genetic Algorithm and SVM
gap_statistic
Dynamically get the suggested clusters in the data for unsupervised learning.
gensim
Topic Modelling for Humans
ggpy
ggplot port for python
hierarchical-attention-networks
Document classification with Hierarchical Attention Networks in TensorFlow
hmmlearn
Hidden Markov Models in Python, with scikit-learn like API
imbalanced-learn
Python module to perform under sampling and over sampling with various techniques.
jieba
结巴中文分词
KB2E
Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE
keras
Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.
keras-attention-mechanism
Attention mechanism Implementation for Keras.
keras-contrib
Keras community contributions
mystic
highly-constrained non-convex optimization and uncertainty quantification
neural-style-1
Neural style in TensorFlow! :art:
parallel-tutorial
Parallel computing in Python tutorial materials
Practical_RL
A course in reinforcement learning in the wild
Qix
Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
scikit-learn
scikit-learn: machine learning in Python
sms-tools
Sound analysis/synthesis tools for music applications
TensorFlow-TransX
An implementation of TransE and its extended models for Knowledge Representation Learning on TensorFlow
tutorials
机器学习相关教程