Spotify Recommender API Call
vishwanath One of the key things here is to generate seeds for the recommendations, this can be done by using endpoints like Get a User’s Top Artists and Tracks to obtain…
ONNX for ML Interoperability
Having been a Keras user since I read the seminal Deep Learning with Python , I’ve been experimenting with exporting formats to different frameworks to be more framework-agnostic. ONNX (…
Deep Learned Shred Solo
Music generation with Recurrent Neural Nets has been of great interest to me with projects like Magenta displaying amazing feats of ML-driven creativity. AI is increasingly being used to augment…
TFDV for Data validation
Working with my teams trying to build out a robust feature store these days, it’s becoming even more imperative to ensure feature Engineering data quality. The models that gain efficiency…
Let it read – A character-based RNN generating Beatles lyrics
The Bob Spitz biography stares at me all day as I spend most of my waking hours at my home office desk taunting me to finish it one of these…
Leader Election
Citizens in a democratic society usually vote to elect their leaders based on a pool of candidates. Distributed systems can choose a master node as well. Moreso , they can…
Keras Callbacks
Keras Callbacks are incredibly useful while training neural networks especially when running large models on Azure (these days) that I know will cost me time, computation and $. I pretty…
Sonic Pi
As a hobbyist musician for many years, it’s been a constant struggle to fuse the programming paradigm with musical ability. Without midi, it’s usually just a fruitless exercise trying to…