PinnedInTDS ArchivebyPeggy Chang·Jun 28, 2023Lucene Inside Out — Dealing With Integer Encoding and CompressionDelve into PackedInts, VInt, FixedBitSet, and RoaringDocIdSet (Roaring Bitmaps)
PinnedInTDS ArchivebyPeggy Chang·Aug 29, 2022IVFPQ + HNSW for Billion-scale Similarity SearchThe best indexing approach for billion-sized vector datasetsA response icon4A response icon4
PinnedInTDS ArchivebyPeggy Chang·May 25, 2022Similarity Search with IVFPQFind out how the inverted file index (IVF) is implemented alongside product quantization (PQ) for a fast and efficient approximate nearest…A response icon4A response icon4
PinnedInTDS ArchivebyPeggy Chang·May 9, 2022Product Quantization for Similarity SearchHow to compress and fit a humongous set of vectors in memory for similarity search with asymmetric distance computation (ADC)A response icon5A response icon5
PinnedInTDS ArchivebyPeggy Chang·Sep 17, 2021Advanced Techniques for Fine-tuning TransformersLearn these advanced techniques and see how they can help improve resultsA response icon4A response icon4
Peggy Chang·Apr 18, 2022Mastering Dynamic Programming IIManual tabulation and workout is a great way to start grokking, analyzing, and spotting patterns, as well as strengthening our…A response icon1A response icon1
InTDS ArchivebyPeggy Chang·Feb 28, 2022Mastering Dynamic ProgrammingUnderstanding the fundamentals and knowing when and how to apply this optimization techniqueA response icon2A response icon2
InTowards AIbyPeggy Chang·Nov 24, 2021Building a Product Recommendation Engine with AWS SageMakerLearn how to build and train a personalized recommender engine with Amazon SageMaker Factorization MachinesA response icon1A response icon1
InTDS ArchivebyPeggy Chang·Oct 7, 2021AWS Certified Machine Learning — SpecialtyTips and suggestions on how to prepare and pass the examA response icon2A response icon2
InTDS ArchivebyPeggy Chang·Aug 18, 2021Transformers, can you rate the complexity of reading passages?Fine-tuning RoBERTa with PyTorch to predict reading ease of text excerptsA response icon6A response icon6
