beijinggao's repositories
AlgoNotes
公众号【浅梦学习笔记】文章汇总:包含 排序&CXR预估，召回匹配，用户画像&特征工程，推荐搜索综合 计算广告，大数据，图算法，NLP&CV，求职面试 等内容
alist
🗂️A file list program that supports multiple storage, powered by Gin and Solidjs. / 一个支持多存储的文件列表程序，使用 Gin 和 Solidjs。
byteps
A high performance and generic framework for distributed DNN training
CDR
This is the repository of the NeurIPS 2021 paper "Curriculum Disentangled Recommendation withNoisy Multi-feedback"
ColossalAI
Colossal-AI: A Unified Deep Learning System for Large-Scale Parallel Training
coral-ordinal
Tensorflow Keras implementation of ordinal regression using consistent rank logits (CORAL) by Cao et al. (2019)
CTR_Algorithm
一些经典的CTR算法的复现; LR, FM, FFM, AFM, DeepFM，xDeepFM, PNN, DCN, DCNv2, DIFM, AutoInt, FiBiNet,DIN, DIEN ... （pytorch, tf2.0）
cube-studio
云原生一站式机器学习平台，在线开发，分布式训练，超参搜索，推理服务
deep_recommenders
Deep Recommenders
DeepCTR
Easy-to-use,Modular and Extendible package of deep-learning based CTR models.
DESCN
Implementation of paper DESCN, which is accepted in SIGKDD 2022.
DiffSinger
DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism (SVS & TTS); AAAI 2022; Official code
easy-rl
强化学习中文教程，在线阅读地址：https://datawhalechina.github.io/easy-rl/
EasyRec
A framework for large scale recommendation algorithms.
eeuen
code for "Addressing Exposure Bias in Uplift Modeling forLarge-scale Online Advertising"
horovod
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
imbalanced-regression
[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression
invidious
Invidious is an alternative front-end to YouTube
keras-mmoe
A TensorFlow Keras implementation of "Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts" (KDD 2018)
mmocr
OpenMMLab Text Detection, Recognition and Understanding Toolbox
onnxruntime
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
PaddleRec
Recommendation Algorithm大规模推荐算法库，包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、TDM、MIND、Word2Vec、Bert4Rec、DeepWalk、SSR、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESMM、MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAML、DIFM、Deep Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWise、DeepRec、ENSFM，TiSAS，AutoFIS等，包含经典推荐系统数据集criteo 、movielens等
papers
严谨深入
pytorch-grad-norm
Pytorch implementation of the GradNorm. GradNorm addresses the problem of balancing multiple losses for multi-task learning by learning adjustable weight coefficients.
RapidOCR
A cross platform OCR Library based on PaddleOCR & OnnxRuntime
RecBole
A unified, comprehensive and efficient recommendation library
shap
A game theoretic approach to explain the output of any machine learning model.
SIGIR2020_peterrec
Parameter-Efficient Transfer from Sequential Behaviors for User Modeling and Recommendation
SmartRefreshLayout
🔥下拉刷新、上拉加载、二级刷新、淘宝二楼、RefreshLayout、OverScroll，Android智能下拉刷新框架，支持越界回弹、越界拖动，具有极强的扩展性，集成了几十种炫酷的Header和 Footer。
WSDM2022-PTUPCDR
This is the official implementation of our paper Personalized Transfer of User Preferences for Cross-domain Recommendation (PTUPCDR), which has been accepted by WSDM2022.