diff --git a/README.md b/README.md index f47ee5bc1..261d6cf75 100644 --- a/README.md +++ b/README.md @@ -283,7 +283,7 @@ Here is a list of models built on `Qlib`. - [GBDT based on LightGBM (Guolin Ke, et al. NIPS 2017)](examples/benchmarks/LightGBM/) - [GBDT based on Catboost (Liudmila Prokhorenkova, et al. NIPS 2018)](examples/benchmarks/CatBoost/) - [MLP based on pytorch](examples/benchmarks/MLP/) -- [LSTM based on pytorch (Sepp Hochreiter, et al. Neural omputation 1997)](examples/benchmarks/LSTM/) +- [LSTM based on pytorch (Sepp Hochreiter, et al. Neural computation 1997)](examples/benchmarks/LSTM/) - [GRU based on pytorch (Kyunghyun Cho, et al. 2014)](examples/benchmarks/GRU/) - [ALSTM based on pytorch (Yao Qin, et al. IJCAI 2017)](examples/benchmarks/ALSTM) - [GATs based on pytorch (Petar Velickovic, et al. 2017)](examples/benchmarks/GATs/) diff --git a/examples/benchmarks/GRU/README.md b/examples/benchmarks/GRU/README.md new file mode 100644 index 000000000..cc2ba320f --- /dev/null +++ b/examples/benchmarks/GRU/README.md @@ -0,0 +1,2 @@ +# Gated Recurrent Unit (GRU) +* Paper: [Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation](https://aclanthology.org/D14-1179.pdf). diff --git a/examples/benchmarks/LSTM/README.md b/examples/benchmarks/LSTM/README.md new file mode 100644 index 000000000..bf6be37c3 --- /dev/null +++ b/examples/benchmarks/LSTM/README.md @@ -0,0 +1,2 @@ +# Long Short-Term Memory (LSTM) +* Paper: [Long Short-Term Memory](https://direct.mit.edu/neco/article-abstract/9/8/1735/6109/Long-Short-Term-Memory?redirectedFrom=fulltext). diff --git a/examples/benchmarks/Localformer/README.md b/examples/benchmarks/Localformer/README.md new file mode 100644 index 000000000..9340c2090 --- /dev/null +++ b/examples/benchmarks/Localformer/README.md @@ -0,0 +1 @@ +# Localformer diff --git a/examples/benchmarks/MLP/README.md b/examples/benchmarks/MLP/README.md new file mode 100644 index 000000000..1bc688c55 --- /dev/null +++ b/examples/benchmarks/MLP/README.md @@ -0,0 +1 @@ +# Multi-Layer Perceptron (MLP) diff --git a/examples/benchmarks/TCN/README.md b/examples/benchmarks/TCN/README.md new file mode 100644 index 000000000..127ed7417 --- /dev/null +++ b/examples/benchmarks/TCN/README.md @@ -0,0 +1,4 @@ +# TCN +* Code: [https://github.com/locuslab/TCN](https://github.com/locuslab/TCN) +* Paper: [An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling](https://arxiv.org/abs/1803.01271). + diff --git a/examples/benchmarks/TabNet/README.md b/examples/benchmarks/TabNet/README.md new file mode 100644 index 000000000..d7669396c --- /dev/null +++ b/examples/benchmarks/TabNet/README.md @@ -0,0 +1,3 @@ +# TabNet +* Code: [https://github.com/dreamquark-ai/tabnet](https://github.com/dreamquark-ai/tabnet) +* Paper: [TabNet: Attentive Interpretable Tabular Learning](https://arxiv.org/pdf/1908.07442.pdf). diff --git a/examples/benchmarks/Transformer/README.md b/examples/benchmarks/Transformer/README.md new file mode 100644 index 000000000..0d652b5bc --- /dev/null +++ b/examples/benchmarks/Transformer/README.md @@ -0,0 +1,3 @@ +# Transformer +* Code: [https://github.com/tensorflow/tensor2tensor](https://github.com/tensorflow/tensor2tensor) +* Paper: [Attention is All you Need](https://proceedings.neurips.cc/paper/2017/file/3f5ee243547dee91fbd053c1c4a845aa-Paper.pdf).