杜荣 (durong)

durong

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Company:南京大学

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杜荣's starred repositories

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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the-algorithm-ml

Source code for Twitter's Recommendation Algorithm

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the-algorithm

Source code for Twitter's Recommendation Algorithm

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DeepCTR

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

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ecosystem

Integration of TensorFlow with other open-source frameworks

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tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

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bert

TensorFlow code and pre-trained models for BERT

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Ipopt

COIN-OR Interior Point Optimizer IPOPT

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pulp

A python Linear Programming API

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LibRerank

LibRerank is a toolkit for re-ranking algorithms. There are a number of re-ranking algorithms, such as PRM, DLCM, GSF, miDNN, SetRank, EGRerank, Seq2Slate.

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zr-obp

Open Bandit Pipeline: a python library for bandit algorithms and off-policy evaluation

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Platypus

A Free and Open Source Python Library for Multiobjective Optimization

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pymoo

NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO

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RSPapers

A Curated List of Must-read Papers on Recommender System.

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awesome-causality-algorithms

An index of algorithms for learning causality with data

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anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

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pyod

A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

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prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

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GPflow

Gaussian processes in TensorFlow

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GPy

Gaussian processes framework in python

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BayesianOptimization

A Python implementation of global optimization with gaussian processes.

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kaggle-web-traffic

1st place solution

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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, Dask, Flink and DataFlow

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awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

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elasticsearch

Free and Open, Distributed, RESTful Search Engine

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