GSoC 2020

DFFML participated in Google Summer of Code under the Python Software Foundation umbrella. You can read all about what this means at https://python-gsoc.org/

Student Contributions

Huge thanks to our students of the 2020 GSoC program who made a huge impact on DFFML’s abilities, collection of models, and tutorials. As well as various bug fixes.

Himanshu @0dust

Project: NLP (Natural Language Processing) Models and Operations

• Classification model based on Transformers architecture

• Question Answering model based on Transformers architecture

• Spacy model for Named Entity Recognition

• Operations to wrap Spacy functions for text preprocessing

• Operations to wrap Scikit-learn functions for text preprocessing

Saksham @sakshamarora1

Project: Integrating Image Processing into DFFML

• Wrapping important image pre-processing functions as DFFML operations

• PyTorch based pre-trained Convolutional Networks for image classification

• Custom Neural Networks for image pre-processing and classification tasks

Aghin @aghinsa

Project: Improving DataFlows and Distributed Orchestrator

• DataFlow Locking Tutorial

• DataFlow Continuous Deployment Tutorial

• Distributed Orchestrator based on NATs

Thanks

Big thanks to Terri her work organizing GSoC and letting us copy her format she used for CVE Binary Tool, another awesome project with a security focus that was a part of GSoC 2020 as well. Check them out too!