PinnedMultimodal Retrieval: Learning Deep Supervised Representations with Online Hard Triplet MiningFinetuning a modified version of OpenAI’s CLIP to leverage already aligned image and text encoders for accurate, jointly learned…Oct 25Oct 25
Maximizing Efficiency: Loading Tabular Data with PyTorch DataLoader and BatchSamplerLearn how to prepare dynamically shuffled micro-batches from DataFrames correctlyJun 30Jun 30
An Uncommon But Efficient Take on Passing the AWS Certified Machine Learning Specialty ExamA guide for experienced ML practitioners who don’t feel like studying AWS services for months only to acquire that pretty badge.Apr 19, 2023Apr 19, 2023
Expect the Unexpected — Detecting Post Model Deployment Data DriftsIt’s best not to wait for others to tell you that your Machine Learning model is misbehaving.Sep 14, 20221Sep 14, 20221
NLP — Efficient Semantic Similarity Search with Faiss (Facebook AI Similarity Search) and GPUsSimilarity search has never been more present in everyone’s lives — more often than ever, we face information repositories where objects…Oct 19, 20214Oct 19, 20214