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Project Instruction

Installation

1. Install conda

2. Create an environment

conda create -n your_env_name python=3.7

3. Activate the environment

conda activate your_env_name

4. Install Packages

4.1 Install Torch

4.1.1 GPU support
conda install pytorch torchvision torchaudio cudatoolkit=10.2 -c pytorch
4.1.2 CPU
conda install pytorch torchvision torchaudio cpuonly -c pytorch

4.2 Install Other necessary packages

pip install -r project_root/requirements.txt

5. Command

5.1 Preprocessing

python project_root/manage.py --preprocessing --input "path/to/file.csv"
5.2 Train
python project_root/manage.py --train --input "path/to/processed_file.csv" --col_name "Predict Column name" --time_step 10 --epochs 500 

5.3 Test

python project_root/manage.py --model "path/to/model.pth" --input "path/to/processed_file.csv" --time_step 10 --col_name Close

System Specificity

Device Model
GPU Nvidia 1650 4G Geforce
CPU Core i5 - 4900f
RAM 16 G
OS Ubuntu 18.04 LTS
Cuda 11.2
GPU-Driver 460