Saswata Chakravarty·May 24, 2021Speeding up data pipelines for deep learning using RayLearn how to leverage Ray, a python library for distributed computation, to parallelise training data pipeline.
Saswata Chakravarty·May 16, 2021Python GIL: a case study.Python is infamous for its GIL — the global interpreter lock. The GIL restricts the python interpreter to execute only one thread at a…
InAnalytics VidhyabySaswata Chakravarty·Apr 10, 2020Custom Keras Models and tf functions in Tensorflow 2.1In this post, I will explore different options of how tf.functions can be used to improve the training speed of a custom keras models.A response icon2A response icon2
Saswata Chakravarty·Feb 6, 2020The real story of Education in DelhiLooking beyond the new 20000 classrooms, swimming pools and shooting ranges…
Saswata Chakravarty·Oct 12, 2019Transactions using Flask-SQLAlchemySQLAlchemy is a popular ORM framework in python and the Flask-SQLAlchemy is an extension for the Flask framework that adds support for…
Saswata Chakravarty·Apr 20, 2019An interactive dashboard for Indian Parliament statistics using DashVisit https://lok-sabha-review.herokuapp.com and review the performance of your elected representative.
Saswata Chakravarty·Apr 16, 2019Understanding Event Driven SystemsLearn how event driven asynchronous non blocking i/o works with the help of simple python code snippets.
