LI ZHENG (hsqmlzno1)

hsqmlzno1

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Company:Amazon Search

Location:USA

Home Page:https://hsqmlzno1.github.io/

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LI ZHENG's starred repositories

fucking-algorithm

刷算法全靠套路,认准 labuladong 就够了!English version supported! Crack LeetCode, not only how, but also why.

horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

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moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

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simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

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LASER

Language-Agnostic SEntence Representations

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introRL

Intro to Reinforcement Learning (强化学习纲要)

Pretrained-Language-Model

Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.

XLM

PyTorch original implementation of Cross-lingual Language Model Pretraining.

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uda

Unsupervised Data Augmentation (UDA)

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Algorithm_Interview_Notes-Chinese

2018/2019/校招/春招/秋招/自然语言处理(NLP)/深度学习(Deep Learning)/机器学习(Machine Learning)/C/C++/Python/面试笔记,此外,还包括创建者看到的所有机器学习/深度学习面经中的问题。 除了其中 DL/ML 相关的,其他与算法岗相关的计算机知识也会记录。 但是不会包括如前端/测试/JAVA/Android等岗位中有关的问题。

bpemb

Pre-trained subword embeddings in 275 languages, based on Byte-Pair Encoding (BPE)

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meta-transfer-learning

TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)

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FewRel

A Large-Scale Few-Shot Relation Extraction Dataset

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writing-code-for-nlp-research-emnlp2018

A companion repository for the "Writing code for NLP Research" Tutorial at EMNLP 2018

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Relation-Network-Tensorflow

Tensorflow implementations of Relational Networks and a VQA dataset named Sort-of-CLEVR proposed by DeepMind.

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TPN

Code for ICLR19 paper: Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning.

bert-multi-gpu

Feel free to fine tune large BERT models with Multi-GPU and FP16 support.

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HATT-Proto

Code and dataset of AAAI2019 paper Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification

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tf-layer-norm

TensorFlow implementation of normalizations such as Layer Normalization, HyperNetworks.

tensorflow-maml

TensorFlow 2.0 implementation of MAML.

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Keras-MNIST-center-loss-with-visualization

An implementation for mnist center loss training and visualization

Prototype-Propagation-Net

IJCAI 2019 : Prototype Propagation Networks (PPN) for Weakly-supervised Few-shot Learning on Category Graph

joint_align

Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework

imp

infinite mixture prototypes for few-shot learning

MNIST-center-loss

Center loss implementation in Keras

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One-Shot-Learning

Matching Networks Tensorflow 2 Implementation for few-shot AD diagnosis

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reptile-tf2

A TensorFlow 2.0 with eager execution implementation of Pytorch OpenAI few-shot regression toy example

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seq_tagger

Sequence Tagging with Cross-Lingual Transfer Learning

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XRTransfer

Code and dataset for "Transfer Learning Between Related Tasks Using Expected Label Proportions"

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deep_metric_learning_tf2.0

A tensorflow2.0 implementation of triplet loss with online hard mining strategy

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