zhangyong14's repositories
annoy
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
cosine-lsh-join-spark
Approximate Nearest Neighbors in Spark
deepwalk
DeepWalk - Deep Learning for Graphs
Difacto_DMLC
Distributed FM and LR based on Parameter Server with Ftrl
dist-lr
A distributed logistic regression system based on ps-lite.
DQN-tensorflow
Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning
ecosystem
Integration of TensorFlow with other open-source frameworks
examples
A SimRank algorithm implementation using Spark
gbdt
Gradient boosting decision trees.
graphchi-cpp
GraphChi's C++ version. Big Data - small machine.
jd-gui
A standalone Java Decompiler GUI
Kaggle-Quora
Kaggle Quora Questions Pairs Competition
Kaggle_CrowdFlower
1st Place Solution for Search Results Relevance Competition on Kaggle (https://www.kaggle.com/c/crowdflower-search-relevance)
Kaggle_HomeDepot
Turing Test's Solution for Home Depot Product Search Relevance Competition on Kaggle (https://www.kaggle.com/c/home-depot-product-search-relevance)
leetcode
😏 LeetCode solutions in any programming language | 多种编程语言实现 LeetCode、《剑指 Offer（第 2 版）》、《程序员面试金典（第 6 版）》题解
libffm
A Library for Field-aware Factorization Machines
libfm
Library for factorization machines
LightGBM
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
RecommenderSystem-Paper
This repository includes some papers that I have read or which I think may be very interesting.
Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials
spark-distributed-louvain-modularity
Spark / graphX implementation of the distributed louvain modularity algorithm
spark_dbscan
DBSCAN clustering algorithm on top of Apache Spark
Tensorflow-Tutorial
Tensorflow tutorial from basic to hard
xgbfir
XGBoost Feature Interactions Reshaped
xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow