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rtb-papers

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

scalaml

Implement some ML algorithms in scala

scanns

A scalable nearest neighbor search library in Apache Spark

sentiment_analysis

sequence-labeling-bilstm-crf

BiLSTM-CRF joint model for tasks like sequence labeling using char/word level embeddings in Tensorflow

sequence-semantic-embedding

Tools and recipes to train deep learning models and build services for NLP tasks such as text classification, semantic search ranking and recall fetching, cross-lingual information retrieval, and question answering etc.

serank

An efficient and effective learning to rank algorithm by mining information across ranking candidates. This repository contains the tensorflow implementation of SERank model. The code is developed based on TF-Ranking.

snap

Stanford Network Analysis Platform (SNAP) is a general purpose network analysis and graph mining library.

spark-dbscan

DBSCAN clustering algorithm implemented in Apache Spark (MapReduce Framework).

spark-delayed-feedback-model

spark-ffm

spark-gbtlr

Hybrid model of Gradient Boosting Trees and Logistic Regression (GBDT+LR) on Spark

spark-infotheoretic-feature-selection

This package contains a generic implementation of greedy Information Theoretic Feature Selection (FS) methods. The implementation is based on the common theoretic framework presented by Gavin Brown. Implementations of mRMR, InfoGain, JMI and other commonly used FS filters are provided.

spark-neighbors

Spark-based approximate nearest neighbor search using locality-sensitive hashing

spark-notes

Deep Dive into Apache Spark 深入研读Spark源码

spark-of-life

Example of running a Genetic Algorithm (Travelling Salesman) on Apache Spark

spark-word2vec

A parallel implementation of word2vec based on Spark

sparkinternals

Notes talking about the design and implementation of Apache Spark

stanford-tensorflow-tutorials

This repository contains code examples for the course CS 20SI: TensorFlow for Deep Learning Research.

static_resources

swordoffer

《剑指offer》Java版代码实现

system-design

Some tiny exercises for system design.

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

tencent-competition----conversion-rate-estimation

【腾讯社交广告算法大赛_决赛排名35】以移动app广告为研究对象，根据给定广告、用户和上下文情况信息，预测app广告点击后被激活的概率

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-code-reading

Notes and diagrams when reading tensorflow source code: https://github.com/tensorflow/tensorflow or https://github.com/tensorflow/models

tensorflow-course

Simple and ready-to-use tutorials for TensorFlow

tensorflow-deep-learning-projects

TensorFlow Deep Learning Projects, published by Packt

tensorflow-lstm-regression

Sequence prediction using recurrent neural networks(LSTM) with TensorFlow

tensorflow-mnist-tutorial

Sample code for "Tensorflow and deep learning, without a PhD" presentation and code lab.