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factorization-machines
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4
yuanqin27
commented
Dec 15, 2017
I don't know what went wrong.When I enter "./xlearn_train ./small_train.txt", it comes up "[ WARNING ] Validation file not found, xLearn has already disable early-stopping."
ibayer
commented
May 24, 2016
Access to the mcmc hyperparameter is fairly obscure and needs better documentation.
- add documentation to python mcmc module
- add function that generates string parameter description
- add documentation to C
fastFM-core/src/ffm.cL. 77 ff
Hyperparameter layout in fm.hyper_param_:
print (['alpha'] +
['lambda_w'] + ['lambda_V' + str(i) for i in rTensorFlow implementation of an arbitrary order Factorization Machine
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May 22, 2020 - Jupyter Notebook
Lightweight and Scalable framework that combines mainstream algorithms of Click-Through-Rate prediction based computational DAG, philosophy of Parameter Server and Ring-AllReduce collective communication.
distributed-systems
machine-learning
deep-learning
factorization-machines
computational-graphs
parameter-server
model-compression
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Jun 17, 2019 - C++
A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors for user and item which can be used for ANN search.
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May 24, 2020 - Python
TenforFlow Implementation of Neural Factorization Machine
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Mar 1, 2020 - Python
Some deep learning based recsys for open learning.
deep-learning
tensorflow
recommender-system
factorization-machines
neural-collaborative-filtering
neumf
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May 22, 2018 - Python
Ytk-learn is a distributed machine learning library which implements most of popular machine learning algorithms(GBDT, GBRT, Mixture Logistic Regression, Gradient Boosting Soft Tree, Factorization Machines, Field-aware Factorization Machines, Logistic Regression, Softmax).
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Aug 2, 2019 - Java
TensorFlow Implementation of Attentional Factorization Machine
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Jul 16, 2018 - Python
Tensorflow implementation of DeepFM variant that won 4th Place in Mercari Price Suggestion Challenge on Kaggle.
tensorflow
kaggle
kaggle-competition
factorization-machines
deeplearning
ctr-prediction
deepfm
snapshot-ensemble
deep-ctr
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Jul 24, 2018 - Python
Factorization Machine models in PyTorch
pytorch
collaborative-filtering
factorization-machines
fm
movielens-dataset
ffm
ctr-prediction
dcn
deepfm
neural-collaborative-filtering
xdeepfm
pnn
nfm
autoint
fnfm
criteo-dataset
avazu-dataset
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Jan 18, 2020 - Python
A library for factorization machines and polynomial networks for classification and regression in Python.
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Jan 29, 2019 - Python
Open
Linear-FLow vignette
Open
WRMF vignette
KDD17_FMG
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Mar 5, 2020 - MATLAB
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Dec 8, 2018 - Python
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Jan 8, 2018 - Python
DeepTables: Deep-learning Toolkit for Tabular data
deep-learning
afm
tabular-data
factorization-machines
structured-data
fm
wide-and-deep
ctr-prediction
dcn-model
deepfm
xdeepfm
pnn
autoint
fgcnn
fibinet
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Jun 3, 2020 - Python
fair comparison for recommender system benchmarks
afm
slim
pytorch
collaborative-filtering
matrix-factorization
vae
recommender-system
factorization-machines
k-nearest-neighbors
item2vec
deepfm
neural-collaborative-filtering
neumf
cdae
nfm
svdpp
biasmf
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Jun 9, 2020 - Python
Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing
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May 6, 2020 - Python
A parallel implementation of factorization machines based on Spark
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Jul 9, 2017 - Scala
some ctr model, implemented by PyTorch, such as Factorization Machines, Field-aware Factorization Machines, DeepFM, xDeepFM, Deep Interest Network
machine-learning
deep-learning
pytorch
factorization-machines
ffm
ctr
deepfm
click-through-rate
xdeepfm
deepinterestnetwork
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Apr 19, 2019 - Jupyter Notebook
Attention,Factorization Machine, Deep Learning, Recommender System
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Updated
Apr 18, 2018 - Python
Some popular algorithms(dbscan,knn,fm etc.) on spark
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May 29, 2018 - Scala
a simple yet versatile recommendation systems library in python
python
collaborative-filtering
matrix-factorization
recommender-system
factorization-machines
wide-and-deep
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Apr 1, 2020 - Python
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Mar 13, 2020 - Python
Solution to Kaggle's Mercari Price Suggestion Competition
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Feb 21, 2018 - Python
#nowplaying-RS: Music Recommendation using Factorization Machines
benchmark
reproducible-research
music-recommendation
dataset
music-information-retrieval
factorization-machines
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Jun 8, 2020 - R
零售电商客户流失模型，基于tensorflow，xgboost4j-spark，spark-ml实现LR，FM，GBDT，RF，进行模型效果对比，离线/在线部署方式总结
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Feb 28, 2020 - Python
Technical writings on Deep Learning
machine-learning
deep-learning
recurrent-neural-networks
artificial-intelligence
neural-networks
factorization-machines
white-paper
convolutional-neural-networks
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Jun 27, 2018
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Describe the bug(问题描述)
运行run_dien.py时，报错ValueError: The name "seq_length" is used in 2 times in the model. All layer names should be unique.
To Reproduce(复现步骤)
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Operating environment(运行环境):
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