Rajiv ShahReasoning in Large Language ModelsI was wowed by ChatGPT. While I understood tasks like text generation and summarization, something was different with ChatGPT. When I…Feb 8, 20231Feb 8, 20231
Rajiv ShahData Science / AI News SourcesWant to know the best places for the latest data science, AI, ML news? Or get a filtered news feed from me, so here you go (Updated…Dec 14, 2022Dec 14, 2022
Rajiv ShahText style transfer in a spreadsheet using Hugging Face Inference EndpointsWe change our conversational style from informal to formal speech. We often do this without thinking when talking to our friends compared…Nov 9, 2022Nov 9, 2022
Rajiv ShahFew shot text classification with SetFitData scientists often do not have large amounts of labeled data. This issue is even graver when dealing with problems with tens or hundreds…Oct 29, 20223Oct 29, 20223
Rajiv ShahGetting predictions intervals with conformal inferenceData scientists often overstate the certainty of their predictions. I have had engineers laugh at my point predictions and point out…Sep 25, 2022Sep 25, 2022
Rajiv ShahExplaining predictions from 🤗 transformer modelsThis post covers 3 easy-to-use 📦 packages to get started. You can also check out the Colab 📓 companion notebook at…Aug 15, 20221Aug 15, 20221
Rajiv ShahDynamic Adversarial Data CollectionAre you looking for better training data for your models? Let me tell you about dynamic adversarial data collection!Aug 11, 2022Aug 11, 2022
Rajiv ShahUsing Google’s Quickdraw to create an MNIST style dataset!For those running deep learning models, MNIST is ubiquitous. This dataset of handwritten digits serves many purposes from benchmarking…Aug 11, 2022Aug 11, 2022
Rajiv ShahUsing xgbfi for revealing feature interactionsTree-based methods excel in using feature or variable interactions. As a tree is built, it picks up on the interaction of features. For…Aug 11, 2022Aug 11, 2022
Rajiv ShahOutlier AppI was recently trying various outlier detection algorithms. For me, the best way to understand an algorithm is to tinker with it. I wanted…Aug 11, 2022Aug 11, 2022