kangxz's repositories
100-Days-of-ML-Code-Chinese-Version
Chinese Translation for Machine Learning Infographics
Ad-papers
Papers on Computational Advertising
AdaBound
An optimizer that trains as fast as Adam and as good as SGD.
akka-persistence-redis
Akka persistence plugin for Redis
autokeras
This is an automated machine learning (AutoML) package.
breeze
Breeze is a numerical processing library for Scala.
CTRmodel
CTR prediction model based on spark(LR, GBDT, DNN)
dive-into-machine-learning
Dive into Machine Learning with Python Jupyter notebook and scikit-learn!
EasyML
Easy Machine Learning is a general-purpose dataflow-based system for easing the process of applying machine learning algorithms to real world tasks.
flink-jpmml
flink-jpmml is a fresh-made library for dynamic real time machine learning predictions built on top of PMML standard models and Apache Flink streaming engine
gephi
Gephi - The Open Graph Viz Platform
GraphEmbedding
Implementation and experiments of graph embedding algorithms.deep walk,LINE(Large-scale Information Network Embedding),node2vec,SDNE(Structural Deep Network Embedding),struc2vec
hugegraph
HugeGraph Database core component, including graph engine, API, and built-in backends
imbalanced-learn
Python module to perform under sampling and over sampling with various techniques.
janusgraph
JanusGraph: an open-source, distributed graph database
json4s
A single AST to be used by other scala json libraries
kafka-with-akka-streams-kafka-streams-tutorial
Code samples for the Lightbend tutorial on writing microservices with Akka Streams, Kafka Streams, and Kafka
kaldi
This is now the official location of the Kaldi project.
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.
mlflow
Open source platform for the complete machine learning lifecycle
pika
Pika is a nosql compatible with redis, it is developed by Qihoo's DBA and infrastructure team
PyHive
Python interface to Hive and Presto. 🐝
RSPapers
Must-read papers on Recommender System.
rtb-papers
A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.
scala-kafka-client
Scala helper modules for operating the Apache Kafka client library (0.9.x - 1.1.x)
setup-ipsec-vpn
Scripts to build your own IPsec VPN server, with IPsec/L2TP and Cisco IPsec on Ubuntu, Debian and CentOS
tensorflow-DeepFM
Tensorflow implementation of DeepFM for CTR prediction.
the-gan-zoo
A list of all named GANs!
transferlearning
Everything about Transfer Learning and Domain Adaptation--迁移学习