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adapter-transformers

Huggingface Transformers + Adapters = ❤️

attentional_factorization_machine

TensorFlow Implementation of Attentional Factorization Machine

automaticweightedloss

Multi-task learning using uncertainty to weigh losses for scene geometry and semantics, Auxiliary Tasks in Multi-task Learning

bert-multi-label-text-classification

This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.

capsnet-keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.

catenets

Sklearn-style implementations of Neural Network-based Conditional Average Treatment Effect (CATE) Estimators.

causalml

The open source repository for the Causal Modeling in Machine Learning Workshop at Altdeep.ai @ www.altdeep.ai/courses/causalML

cfrnet-reproduction

Reproducing Shalit et al.'s Individual Treatment Effect model. This is a deep neural net that can be applied to various problems in causal inference.

chinese-word-vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

ctr_keras

LR, Wide&Deep, DCN, NFM, DeepFM, NFFM

deep-and-cross-keras

Keras Implementation for "Deep & Cross Network for Ad Click Predictions"

deep-symbolic-optimization

A deep learning framework for symbolic optimization.

deepctr

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

deepfm-keras

deepfm_keras

A simple DeepFM.

deeptables

DeepTables: Deep-learning Toolkit for Tabular data

eda_nlp_for_chinese

An implement of the paper of EDA for Chinese corpus.中文语料的EDA数据增强工具。NLP数据增强。论文阅读笔记。

explicithighorderinteraction-keras

Explicit high order interaction models implemented in Keras, including: DCN, xDeepFM, AutoInt etc.

gae

Implementation of Graph Auto-Encoders in TensorFlow

keras-gan

Keras implementations of Generative Adversarial Networks.

keras-mmoe

A TensorFlow Keras implementation of "Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts" (KDD 2018)

keras-multi-head

A wrapper layer for stacking layers horizontally

keras-self-attention

Attention mechanism for processing sequential data that considers the context for each timestamp.

mimn

mtl

Unofficial implementation of: Multi-task learning using uncertainty to weigh losses for scene geometry and semantics

multi-task-learning

TensorFlow implementation of multi-task learning architectures, incl. MMoE & PLE, on wechat dataset

multi-task-learning-example

A multi-task learning example for the paper https://arxiv.org/abs/1705.07115

nlp

兜哥出品 <一本开源的NLP入门书籍>

ntm_keras

An implementation of the Neural Turing Machine as a keras recurrent layer.

promptclue

PromptCLUE, 全中文任务支持零样本学习模型