Analytics Insight

How to Master Python for Data Science Fast (2026 Beginner Guide)

Overview Structured Python learning path that moves from fundamentals (syntax, loops, functions) to real data science tools ...
IEEE

IGA-SRAM: A Compact SRAM-based IMC Engine for Binary/Ternary Deep Neural Networks with ADC-Less and Error-Aware Training Algorithm

Abstract: This work presents a compact 6T SRAM-based analog in-memory computing (A-IMC) macro for energy-efficient inference of binary and ternary neural networks (BNNs/TNNs). While conventional A-IMC ...
GitHub

Python implementation of the TurboQuant and QJL vector quantization algorithms.

turboquant-py implements the TurboQuant and QJL vector quantization algorithms from Google Research (ICLR 2026 / AISTATS 2026). It compresses high-dimensional floating-point vectors to 1-4 bits per ...
IEEE

A Binary Probability Decision Tree with Youden’s J Statistic: A Simpler Machine Learning Algorithm for Medical Diagnosis

Abstract: This paper examines Decision Tree Classifier (DTC) Machine Learning (ML) algorithms that are constructed using node-splitting techniques, including variance-related measures, Statistical ...