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Name: Ambition666

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Ambition666's Projects

-pymc3-bayesian-

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara

algonotes

【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

alphafm

Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.

bayesian-abtests-examples

Bayesian AB Tests Examples for Retention or Conversion

bayesian-modelling-in-python

A python tutorial on bayesian modeling techniques (PyMC3)

blip

PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

books

整理一些书籍 ,包含 C&C++ 、git 、Java、Keras 、Linux 、NLP 、Python 、Scala 、TensorFlow 、大数据、推荐系统、数据库、数据挖掘、机器学习、深度学习、算法等。

colorization

Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016.

comirec

Source code and dataset for KDD 2020 paper "Controllable Multi-Interest Framework for Recommendation"

deepmatch

A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.

densepose

A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body

GRU4Rec is the original Theano implementation of the algorithm in "Session-based Recommendations with Recurrent Neural Networks" paper, published at ICLR 2016 and its follow-up "Recurrent Neural Networks with Top-k Gains for Session-based Recommendations". The code is optimized for execution on the GPU.

hanlp

中文分词词性标注命名实体识别依存句法分析成分句法分析语义依存分析语义角色标注指代消解风格转换语义相似度新词发现关键词短语提取自动摘要文本分类聚类拼音简繁转换自然语言处理

lineart_recolor

Official Pytorch implementation of Adversarial Segmentation Loss for Sketch Colorization [ICIP 2021]

machine-learning-with-python

Python code for common Machine Learning Algorithms

open-source-algorithm

保存一些开源算法代码

opencv_tutorials

OpenCV基础教程

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、AITM，DSIN，SIGN，IPREC、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESMM、ESCMM, MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAML、DIFM、Deep Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWise、DeepRec、ENSFM，TiSAS，AutoFIS等，

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