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Yang, Fangzhou's Projects

deep-ctr icon deep-ctr

An attempt of training DNN models to predict ad click-through rate, implemented with Theano.

deeplob-deep-convolutional-neural-networks-for-limit-order-books icon deeplob-deep-convolutional-neural-networks-for-limit-order-books

This jupyter notebook is used to demonstrate our recent work, "DeepLOB: Deep Convolutional Neural Networks for Limit Order Books", published in IEEE Transactions on Singal Processing. We use FI-2010 dataset and present how model architecture is constructed here. The FI-2010 is publicly avilable and interested readers can check out their paper.

dingdang-robot icon dingdang-robot

🤖 叮当是一款可以工作在 Raspberry Pi 上的中文语音对话机器人/智能音箱项目。

mi02 icon mi02

Machine Intelligence 2 SS2013

mxnet icon mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

quantaxis icon quantaxis

QUANTAXIS 兼容股票和期货的 数据爬取-清洗/存储-分析/回测-可视化/交易/复盘的本地一站式解决方案

replicationcrisis icon replicationcrisis

Code for "Is There a Replication Crisis in Finance" by Jensen, Kelly and Pedersen (2022)

spark-gbtlr icon spark-gbtlr

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

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-zh icon tensorflow-zh

谷歌全新开源人工智能系统TensorFlow官方文档中文版

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