hsqmlzno1

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。

Language:Python2106 37 3

bpemb

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

Language:PythonMIT1171 28 63

meta-transfer-learning

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

Language:PythonMIT732 22 60

FewRel

A Large-Scale Few-Shot Relation Extraction Dataset

Language:PythonMIT719 22 82

writing-code-for-nlp-research-emnlp2018

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

Language:PythonApache-2.0555 27 1

Relation-Network-Tensorflow

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

Language:PythonMIT321 22 14

TPN

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

Language:Python242 6 7

bert-multi-gpu

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

Language:PythonApache-2.0192 8 27

HATT-Proto

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

Language:PythonMIT185 8 19

tf-layer-norm

TensorFlow implementation of normalizations such as Layer Normalization, HyperNetworks.

Language:Python112 12 4

tensorflow-maml

TensorFlow 2.0 implementation of MAML.

Language:Jupyter NotebookApache-2.084 2 5

Keras-MNIST-center-loss-with-visualization

An implementation for mnist center loss training and visualization

Language:Python75 4 7

Prototype-Propagation-Net

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

Language:Python55 6 2

joint_align

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

Language:Python52 4 1

imp

infinite mixture prototypes for few-shot learning

Language:Python47 2 5

MNIST-center-loss

Center loss implementation in Keras

Language:Python41 30

One-Shot-Learning

Matching Networks Tensorflow 2 Implementation for few-shot AD diagnosis

Language:Jupyter NotebookApache-2.021 50

reptile-tf2

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

Language:Jupyter Notebook17 3 1

seq_tagger

Sequence Tagging with Cross-Lingual Transfer Learning

Language:PythonMIT17 3 1

XRTransfer

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

Language:Python16 30

deep_metric_learning_tf2.0

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

Language:Jupyter Notebook1400