From 304a0c3d7a8c1130ac9b63746426816bd6f80142 Mon Sep 17 00:00:00 2001 From: Jactus Date: Wed, 27 Jan 2021 17:37:58 +0800 Subject: [PATCH] Add paper year --- README.md | 20 ++++++++++---------- 1 file changed, 10 insertions(+), 10 deletions(-) diff --git a/README.md b/README.md index 55eecfbd70..787075d6ad 100644 --- a/README.md +++ b/README.md @@ -221,17 +221,17 @@ The automatic workflow may not suite the research workflow of all Quant research # [Quant Model Zoo](examples/benchmarks) Here is a list of models built on `Qlib`. -- [GBDT based on LightGBM (Guolin Ke, et al.)](qlib/contrib/model/gbdt.py) -- [GBDT based on Catboost (Liudmila Prokhorenkova, et al.)](qlib/contrib/model/catboost_model.py) -- [GBDT based on XGBoost (Tianqi Chen, et al.)](qlib/contrib/model/xgboost.py) +- [GBDT based on XGBoost (Tianqi Chen, et al. 2016)](qlib/contrib/model/xgboost.py) +- [GBDT based on LightGBM (Guolin Ke, et al. 2017)](qlib/contrib/model/gbdt.py) +- [GBDT based on Catboost (Liudmila Prokhorenkova, et al. 2017)](qlib/contrib/model/catboost_model.py) - [MLP based on pytorch](qlib/contrib/model/pytorch_nn.py) -- [GRU based on pytorch (Kyunghyun Cho, et al.)](qlib/contrib/model/pytorch_gru.py) -- [LSTM based on pytorch (Sepp Hochreiter, et al.)](qlib/contrib/model/pytorch_lstm.py) -- [ALSTM based on pytorch (Yao Qin, et al.)](qlib/contrib/model/pytorch_alstm.py) -- [GATs based on pytorch (Petar Velickovic, et al.)](qlib/contrib/model/pytorch_gats.py) -- [SFM based on pytorch (Liheng Zhang, et al.)](qlib/contrib/model/pytorch_sfm.py) -- [TFT based on tensorflow (Bryan Lim, et al.)](examples/benchmarks/TFT/tft.py) -- [TabNet based on pytorch (Sercan O. Arik, et al.)](qlib/contrib/model/pytorch_tabnet.py) +- [LSTM based on pytorch (Sepp Hochreiter, et al. 1997)](qlib/contrib/model/pytorch_lstm.py) +- [GRU based on pytorch (Kyunghyun Cho, et al. 2014)](qlib/contrib/model/pytorch_gru.py) +- [ALSTM based on pytorch (Yao Qin, et al. 2017)](qlib/contrib/model/pytorch_alstm.py) +- [GATs based on pytorch (Petar Velickovic, et al. 2017)](qlib/contrib/model/pytorch_gats.py) +- [SFM based on pytorch (Liheng Zhang, et al. 2017)](qlib/contrib/model/pytorch_sfm.py) +- [TFT based on tensorflow (Bryan Lim, et al. 2019)](examples/benchmarks/TFT/tft.py) +- [TabNet based on pytorch (Sercan O. Arik, et al. 2019)](qlib/contrib/model/pytorch_tabnet.py) Your PR of new Quant models is highly welcomed.