dlmml 0.0.3

Converts IR to Code. Heart of Auto-DL

DLMML

The intermediary representation of the generated model.

How to run

Install form PyPI (recommended):

pip install dlmml 

Yep, that's it :)

Steps to build package locally:

1.  # clone the repo
    git clone https://github.com/Auto-DL/DLMML.git
   

2. Activate your environment (not compulsory but highly recommended)

3. python -m build

4. pip install dist\dlmml-*.tar.gz

5. [Extra Step] Check using pytest by either running pytest or python setup.py pytest

What is the notebooks folder about:

• Testing and Prototyping is what we do there
• Run the jupyter-notebook command
• Using the GUI, navigate and run the notebooks
• This can be a good starting point

Where to go next?

To know more about the project and initiative, please visit our website

Curious to know about our front-end or backend development? Here, Have a look :)

Note

• To know more about the technicalities of the project, read the our developer guidelines.
• For more detailed instructions to run the DLMML part. Read our User guidelines

Contributing

Please take a look at our contributing guidelines if you're interested in helping!

Features to add

• Add model generation code for pytorch

• Check if generated code is correct (current thought is to call model.compile and return errors if any)

• Add different model evaluation parameters

• Test for backward compatibility of libraries versions

• Benchmarking parameters

• Visualization and data preprocessing steps to be added