Pinned Repositories
bigdata_etl
FacebookChallenge
http://hongyusu.github.io/FacebookChallenge
L2RTA
http://hongyusu.github.io/L2RTA This repository contains RTA algorithm with improved inference algorithm for update direction finding. The RTA algorithm was originally introduced in Advances in Neural Informatics Processing System NIPS 2014. In each stochastic gradient descent iteration, the new inference algorithm aims to combine multiple updated directions. In other words, the optimal updated direction is given by a convex combination of many suboptimal update directions. Thus, the new inference algorithm avoid computing the best direction from the K-best list which was used in original RTA algorithm.
mmcrfmissing_scripts
ProteinFunctionPrediction
http://hongyusu.github.io/ProteinFunctionPrediction Project about protein function prediction
RTA
The repository contains codes and some experimental data for Random Tree Approximation (RTA) algorithm, which appears in Advances in Neural Information Processing System (NIPS 2014). The algorithm is designed for multilabel classification when the output graph is not known apriori. It performs Max-margin Learning on a collection of random spanning trees sample from a complete graph connecting multiple labels. RTA also lays the foundation of performing inference on any unknown graph structures.
sentiment_predictor
http://sentipred.heroku.com
SGNMF
NMF with graph laplacian and sparsity constraints
SmallDay
SPIN
The repository contains codes and some experimental data for Structured Prediction of Network Response (SPIN) algorithm, which appears in International Conference on Machine Learning (ICML 2014). The algorithm assumes a network structure as prior (e.g. Facebook) and a set of actions (e.g. posts or messages) performed on the network. Given a new action, the algorithm predicts the response network, a DAG, that indicates activated nodes and activation order.
hongyusu's Repositories
hongyusu/SGNMF
NMF with graph laplacian and sparsity constraints
hongyusu/bigdata_etl
hongyusu/sentiment_predictor
http://sentipred.heroku.com
hongyusu/ProteinFunctionPrediction
http://hongyusu.github.io/ProteinFunctionPrediction Project about protein function prediction
hongyusu/SmallDay
hongyusu/AmazonCodes
Codes that will potentially run on Amazon AWS
hongyusu/autocomplete
hongyusu/BERT
hongyusu/chatbot
hongyusu/DeepArt
hongyusu/embedding_service_experiment
hongyusu/flume
Mirror of Apache Flume
hongyusu/hongyusu.github.io
hongyusu/kafka
Mirror of Apache Kafka
hongyusu/kafka-connect-jdbc
Kafka Connect connector for JDBC-compatible databases
hongyusu/models
Models built with TensorFlow
hongyusu/Posters_and_Presentations
Poster and presentation slides for international conferences, workshops, lectures, seminar talks, academic events.
hongyusu/Preferences
hongyusu/schema-registry
Schema registry for Kafka
hongyusu/spark
Mirror of Apache Spark
hongyusu/spark-ec2
Scripts used to setup a Spark cluster on EC2
hongyusu/SparkViaPython
PySpark examples
hongyusu/storm
Mirror of Apache Storm
hongyusu/TeaserSolution
hongyusu/template_mlserver
hongyusu/tensorflow
Computation using data flow graphs for scalable machine learning
hongyusu/trading_gdax
hongyusu/Ukko_cluster_scripts
Scripts for running parallel computation on an interactive computer cluster (Ukko) of the Department of Computer Science, University of Helsinki.
hongyusu/WebApp
http://sentimentX.herokuapp.com
hongyusu/WebService