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andyPerng's Projects

aitm icon aitm

TensorFlow implementation of Adaptive Information Transfer Multi-task (AITM) framework. Code for the paper accepted by KDD21: Modeling the Sequential Dependence among Audience Multi-step Conversions with Multi-task Learning in Targeted Display Advertising. [https://arxiv.org/abs/2105.08489]

colossalai icon colossalai

Making large AI models cheaper, faster and more accessible

deepctr icon deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

deepctr-torch icon deepctr-torch

【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

investment_data icon investment_data

Scripts and doc for https://www.dolthub.com/repositories/chenditc/investment_data

jpmml-sparkml icon jpmml-sparkml

Java library and command-line application for converting Apache Spark ML pipelines to PMML

long-capital icon long-capital

Quant Trading with Microsoft Qlib (https://github.com/microsoft/qlib)

models icon models

Models and examples built with TensorFlow

qlib icon qlib

Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies. An increasing number of SOTA Quant research works/papers are released in Qlib.

rtb-papers icon rtb-papers

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

rtb_algorithm icon rtb_algorithm

Random, Linear and non-linear Real Time Bidding algorithm were developed with deep learning frameworks

spark icon spark

Apache Spark - A unified analytics engine for large-scale data processing

sparkctr icon sparkctr

CTR prediction model based on spark(LR, GBDT, DNN)

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

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