lzwscu's repositories
applied-reinforcement-learning
Reinforcement Learning and Decision Making tutorials explained at an intuitive level and with Jupyter Notebooks
basic_reinforcement_learning
An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.
cnn-text-classification-tf
Convolutional Neural Network for Text Classification in Tensorflow
CNN_face_detection
Implementation based on the paper Li et al., “A Convolutional Neural Network Cascade for Face Detection, ” 2015 CVPR
fastText
Library for fast text representation and classification.
jpmml-lightgbm
Java library and command-line application for converting LightGBM models to PMML
keras
Deep Learning for humans
Keras-Tutorials
一个面向初学者的，友好的Keras入门教程
leetCode
:pencil2: 算法相关知识储备 LeetCode with Python :books:
LightGBM
A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.
LightGBM-GBDT-LR
a python code of applying GBDT+LR for CTR prediction
Mastering.Python.Design.Patterns
《精通Python设计模式》2015年1月
oreilly-rl-tutorial
Contains Jupyter notebooks associated with the "Deep Reinforcement Learning Tutorial" tutorial given at the O'Reilly 2017 NYC AI Conference.
product-category-predict
商品类目预测，使用Spring Boot开发框架和Spark MLlib机器学习框架，通过TF-IDF和Bayes算法，训练出一个商品类目预测模型。该模型可以根据商品名称自动预测出商品类目。项目对外提供RESTFul接口。
pyLightGBM
Python binding for Microsoft LightGBM
Starspace
Learning embeddings for classification, retrieval and ranking.
tensorflow-DeepFM
Tensorflow implementation of DeepFM for CTR prediction.
text_classification
all kinds of text classification models and more with deep learning
The-Uninstaller
Ultimate uninstall tool for macOS
Word2Vec
对 ansj 编写的 Word2VEC_java 的进一步包装，同时实现了常用的词语相似度和句子相似度计算。