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Ramsey's Projects

paddle icon paddle

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice (『飞桨』核心框架,深度学习&机器学习高性能单机、分布式训练和跨平台部署)

paircnn-ranking icon paircnn-ranking

A tensorflow implementation of Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks

pairwise icon pairwise

Code for "Enhance Pointer Network with Pairwise Ordering Predictions"AAAI2020

pairwisepreferencelearning icon pairwisepreferencelearning

Performs pairwise preference ranking for a given trainfile and testfile with binary class labels (1 and not 1). The binary classification on the pairwise test data gives a prediction from each pair of test items: which of the two should be ranked higher. From these pairwise preferences a ranking can be created using a greedy sort algorithm.

paldb icon paldb

An embeddable write-once key-value store written in Java

pamm icon pamm

The source code of "Learning maximal marginal relevance model via directly optimizing diversity evaluation measures" in SIGIR'15

pampy icon pampy

Pampy: The Pattern Matching for Python you always dreamed of.

paper icon paper

paper collections in database/distributed system/operating system/crypto/arch/security&privacy

paper-reading icon paper-reading

比做算法的懂工程落地,比做工程的懂算法模型。

papers icon papers

📖Notes and remarks on Machine Learning related papers

papers-1 icon papers-1

Summaries of papers on machine learning, computer vision, autonomous robots etc.

paracel icon paracel

Distributed training framework with parameter server

parallax icon parallax

A Tool for Automatic Parallelization of Deep Learning Training in Distributed Multi-GPU Environments.

parallelcdn icon parallelcdn

Parallelized Coordinate Descent Newton Method for Efficient L1-Regularized Minimization.

parameterserver icon parameterserver

A distributed parameter server project in C++ to scale ML on the cloud.

parametricumap_paper icon parametricumap_paper

Parametric UMAP embeddings for representation and semisupervised learning. From the paper "Parametric UMAP: learning embeddings with deep neural networks for representation and semi-supervised learning" (Sainburg, McInnes, Gentner, 2020).

pareto-weighted-sum-tuning icon pareto-weighted-sum-tuning

The Pareto-Weighted-Sum-Tuning utilizes Learning-to-Rank Machine Learning to help solve Pareto (Multiobjective, Multicriteria) Optimization Problems.

paretomtl icon paretomtl

Code for Neural Information Processing Systems (NeurIPS) 2019 paper: Pareto Multi-Task Learning

particlethompsonsamplingmab icon particlethompsonsamplingmab

Multi-Arm Bandits for online recommendations via Particle Thompson Sampling with Probabilistic Matrix Factorization

path_explain icon path_explain

A repository for explaining feature attributions and feature interactions in deep neural networks.

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