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a_journey_into_math_of_ml

汉语自然语言处理视频教程-开源学习资料

ai-recommendersystem

该仓库尝试整理推荐系统领域的一些经典算法模型

alphafm

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

alphafm_softmax

Multi-thread implementation of Factorization Machines with FTRL for multi-class classification problem which uses softmax as hypothesis.

attention

some attention implements

autofis

AutoFIS: Automatic Feature Interaction Selection in Factorization Models for Click-Through Rate Prediction

awesome-deep-learning-papers-for-search-recommendation-advertising

Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR and CVR prediction), Post Ranking, Multi-task Learning, Graph Neural Networks, Transfer Learning, Reinforcement Learning, Self-supervised Learning and so on.

bazelisk

A user-friendly launcher for Bazel.

bert

TensorFlow code and pre-trained models for BERT

deepfm

deepfm for search

deformer

[ACL 2020] DeFormer: Decomposing Pre-trained Transformers for Faster Question Answering

fasttext

Library for fast text representation and classification.

interhat

Interpretable Click-through Rate Prediction through Hierarchical Attention

megatron-llama

Best practice for training LLaMA models in Megatron-LM

recommenders-addons

Additional utils and helpers to extend TensorFlow when build recommendation systems, contributed and maintained by SIG Recommenders.

spark

Apache Spark - A unified analytics engine for large-scale data processing

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow_learning

test001

测试test001

test002

测试test002

text_classification

all kinds of text classification models and more with deep learning

tfrecord-parser

TFRecord parser using C++ and Protocal Buffer

transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need

xdeepfm

xDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender Systems

xdeepfm-1