BasicNN

Basic Neural Network

Installation

git clone https://github.com/KNUAI/BasicNN.git

cd BasicNN && pip install -r requirements.txt

Notice

This repo was written in Python 3.6

Usage

If you want to run MLP or CNN

python main.py --epoch 10 --batch_size 256 --lr 1e-4 --dropout 0.2 --model CNN

If you want to run RNN(RNN, LSTM, GRU)

python main_rnn.py --epoch 10 --batch_size 256 --lr 1e-4 --dropout 0.2 --model LSTM --hidden_size 128 --n_layer 1

If you want to run seq2seq

python seq2seq.py --epoch 30 --batch_size 256 --lr 1e-3 --clip 1e-2 --dropout 0.5 --hidden_size 1024 --n_layer 3 --enc_emb 512 --dec_emb 512 --bi 2

If you want to run attention

python seq2seq_attn.py --epoch 30 --batch_size 256 --lr 1e-3 --clip 1e-2 --dropout 0.5 --hidden_size 1024 --n_layer 3 --enc_emb 512 --dec_emb 512