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imbalanced-regression

[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression

interview

2021秋招 计算机视觉算法岗面经整理——包含实习和校招等 内推整理

interview-questions

机器学习/深度学习/Python/Go语言面试题笔试题(Machine learning Deep Learning Python and Golang Interview Questions)

involution

[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator

ipython

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

ivd-net

Repository containing the source code of the IVD-Net segmentation network that we proposed for the MICCAI 2018 IVD segmentation challenge.

keqingniuza

刻记牛杂店

lhy_dl_hw

lightgbm-doc-zh

LightGBM 中文文档

machine-learning-interview

算法工程师-机器学习面试题总结

machine-learning-learning-notes

周志华《机器学习》又称西瓜书是一本较为全面的书籍，书中详细介绍了机器学习领域不同类型的算法(例如：监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等)，记录了本人在学习过程中的理解思路与扩展知识点，希望对新人阅读西瓜书有所帮助！

machine-learning-yearning-cn

Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著

malware_analysis

Classification of infected and benign files using PE header file analysis.

mesa

NeurIPS’20 | Build powerful ensemble class-imbalanced learning models via meta-knowledge-powered resampler. | 设计元知识驱动的采样器解决类别不平衡问题

meta-gdn_anomalydetection

Implementation of TheWebConf 2021 -- Few-shot Network Anomaly Detection via Cross-network Meta-learning

minibase

CS560 - A mini-database system implementation with features like HeapFiles, B-Trees, Sort-Merge Joins, BufferManager.

miningzhidaoqacorpus

ZhiDaoChatCorpus, zhidao QA pairs crawled from Baidu zhidao which contains more than 5,800,000 question and 9,830,000 answers with certain tags。百度知道问答语料库，包括超过580万的问题，938万的答案，5800个分类标签。基于该问答语料库，可支持多种应用，如闲聊问答，逻辑挖掘。

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

mmd_loss.pytorch

A pytorch implementation of Maximum Mean Discrepancies(MMD) loss

mpdrl

musdac

Multi-Space Domain Adaptive Classification

mytinystl

Achieve a tiny STL in C++11

named_entity_recognition

中文命名实体识别（包括多种模型：HMM，CRF，BiLSTM，BiLSTM+CRF的具体实现）

nlp-conferences-code

NLP-Conferences-Code (ACL、EMNL、NAACL、COLING、AAAI、IJCAI)

nnpu_tf

Code for reproducing experiments on MNIST and CIFAR-10 in paper "Positive-Unlabeled Learning with Non-Negative Risk Estimator".

nnpusb

Learning from positive and unlabeled data with a selection bias (nnPUSB) reproductive code on MNIST and CIFAR10

nrgnn

A PyTorch implementation of "NRGNN: Learning a Label Noise-Resistant Graph Neural Network on Sparsely and Noisily Labeled Graphs" (KDD 2021)

openaddresses

A repository of address data.

openbg-csk

Baselines for CCKS 2022 Task "Commonsense Knowledge Salience Evaluation"

oucml