Mastering Binary Classification with Pure TensorFlow: An In-Depth Step-by-Step GuideJul 14, 2024路3 min read路17
馃帗 Microsoft Offering Free AI/ML Courses for Students and Teachers 馃帗Recently, I was searching for something and found the Microsoft courses that are designed for students and teachers. So I wanted to share it so anyone could take advantage of it. AI for Beginners 馃 Explore neural networks, computer vision (CNN, U-Ne...Jul 25, 2024路1 min read路11
馃攳 饾悢饾惂饾悵饾悶饾惈饾惉饾惌饾悮饾惂饾悵饾悽饾惂饾悹 饾悡饾悶饾惂饾惉饾惃饾惈饾悈饾惀饾惃饾惏 饾悤饾悮饾惈饾悽饾悮饾悰饾惀饾悶饾惉: 饾悁 饾悙饾惍饾悽饾悳饾悿 饾悊饾惍饾悽饾悵饾悶聽馃攳Jul 5, 2024路1 min read路8
An Introduction to Federated Learning: Decentralized Data, Centralized IntelligenceIn many real-world applications, training machine learning models on client data is challenging due to data exchange issues and user privacy concerns. To address these problems, McMahan et al. introduced federated learning in 2016. Definition of fede...Jul 4, 2024路2 min read路8
馃攳 Unlock the Power of __call__ in Python! 馃攳We all know about the init function in Python, but have you ever encountered the call function? 馃 This special method can turn instances of your class into callable objects, making them act like functions!Let's dive into an example to see this in ac...Jul 3, 2024路1 min read路3
Unveiling dEFEND Study: How Explainable Fake News Detection WorksComponents The architecture consists of four components. (1) News content encoder (word encoder and sentence encoder) The news content encoder consists of two parts. Word encoder: In an RNN, the memory tends to diminish as the sentence length incre...Apr 26, 2024路2 min read路4
Einstein summation or einsumSo today I was studying the paper dEFEND: Explainable Fake News Detection and their code, where there was a line using einsum, short for Einstein summation. What is einsum? So basically, you give it an equation, and it will give you output according ...Apr 15, 2024路1 min read路14
