Machine Learning

Pytorch implementation for the Dynamic Concept Learner

DCL-PyTorch

Pytorch implementation for the Dynamic Concept Learner (DCL).

Prerequisites

  • Python 3
  • PyTorch 1.0 or higher, with NVIDIA CUDA Support
  • Other required python packages specified by requirements.txt. See the Installation.

Installation

Install Jacinle: Clone the package, and add the bin path to your global PATH environment variable:

git clone https://github.com/vacancy/Jacinle --recursive
export PATH=/bin:$PATH

Clone this repository:

git clone https://github.com/zfchenUnique/DCL-Release.git --recursive

Create a conda environment for NS-CL, and install the requirements. This includes the required python packages
from both Jacinle NS-CL. Most of the required packages have been included in the built-in anaconda package:

Dataset preparation