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agcn

ai-for-security-learning

安全场景、基于AI的安全算法和安全数据分析学习资料整理

ai-toolbox

Algorithm Engineer Toolbox, for the purpose of quickly iterating new ideas

autogrow

AutoGrow: Automatic Layer Growing in Deep Convolutional Networks (KDD 2020)

autospeech

[InterSpeech 2020] "AutoSpeech: Neural Architecture Search for Speaker Recognition" by Shaojin Ding*, Tianlong Chen*, Xinyu Gong, Weiwei Zha, Zhangyang Wang

awesome-fraud-detection-papers

A curated list of data mining papers about fraud detection.

awesome-knowledge-distillation

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2020)。

awesome-learning-with-label-noise

A curated list of resources for Learning with Noisy Labels

born-again-neural-network

born_again_neuralnet

Unofficial pytorch implementation of Born-Again Neural Networks.

bpr-by-tensorflow

implement bayesian personalized ranking by tensorflow

bpr_mpr

BPR, Bayesian Personalized Ranking (BPR), extremely convenient BPR & Multiple Pairwise Ranking

bytedance_icme2019_challenge_baseline

Bytedance_ICME2019_challenge_baseline

cas-mas

Code for paper "Continual and Multi-Task Architecture Search (ACL 2019)"

channel-distillation

PyTorch implement for Channel Distillation

cikm17-nncf

Implementation of A Neural Collaborative Filtering Model with Interaction-based Neighborhood (NNCF)

conference-school-notes

Collected Conference & Summer School Notes

cs-kd

Regularizing Class-wise Predictions via Self-knowledge Distillation (CVPR 2020)

darts

Differentiable architecture search for convolutional and recurrent networks

data-competition-topsolution

Data competition Top Solution 数据竞赛top解决方案开源整理

deepctr

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

deepctr-pytorch

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

dgfraud

A Deep Graph-based Toolbox for Fraud Detection

diffnet

dna

Block-wisely Supervised Neural Architecture Search with Knowledge Distillation (CVPR 2020)

dropedge

Anonymous code submission

efficient-neural-network-bilibili

B站Efficient-Neural-Network学习分享的配套代码

euler

A distributed graph deep learning framework.

ext-als

Experiments codes for paper "Fast Matrix Factorization with Non-Uniform Missing Data".

feature-selection

Features selection algorithm based on self selected algorithm, loss function and validation method