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Articles · Rebeauty Atlas

AI MDA SCI SPT

YA Yash Datta

Streaming softmax: the recurrence that makes FlashAttention work

A two-state recurrence (log-sum-exp with a running-max correction factor) turned 200K-token context windows from a hardware fantasy into a…

May 15, 2026 · 10 min read · 0 claps #softmax-function #artificial-intelligence #llm

Streaming softmax: the recurrence that makes FlashAttention work

HUM AI

JU Junior JUMBONG, Quantitative Analyst, Statistician · Towards AI

Learning Word Vectors for Sentiment Analysis: A Python Reproduction

How to build sentiment-aware word representations from IMDb reviews using semantic learning, star ratings, and linear SVM classification

May 10, 2026 · 11 min read · 73 claps paywalled #sentiment-analysis-python #word-vector-embeddings #semantic-representation

Learning Word Vectors for Sentiment Analysis: A Python Reproduction

AI

AN Anuranjan Yadav

2.718: How This One Number Impacts What Your AI Says Next

Have you ever wondered how an AI model, like ChatGPT, always seems to find the perfect next word in a sentence? Or how it knows to be more…

Mar 19, 2026 · 4 min read · 7 claps #llm #softmax-function #ai

2.718: How This One Number Impacts What Your AI Says Next

AI

UR Uri Itai

Move 37, Softmax, and Entropy: What a Single Go Move Revealed About Modern AI.

In 2016, a single move in a game of Go shocked the world.

Mar 16, 2026 · 11 min read · 38 claps paywalled #softmax-function #entropy #llm-temputre

Move 37, Softmax, and Entropy: What a Single Go Move Revealed About Modern AI.

SI Siddharth Samber

Information gain , Entropy , Sigmoid and SoftMax , Cross Entropy

Expected Value

Jan 06, 2026 · 6 min read · 1 claps #expected-value #information-gain #entropy

Information gain , Entropy , Sigmoid and SoftMax , Cross Entropy

AI SCI

TH The Visionary Vectors Blog

The Math I Need for Transformers

Before diving deep into LLMs, I wanted to get comfortable with the math behind them so the theory actually makes sense. So, I started…

Oct 15, 2025 · 3 min read · 1 claps #transformers #llm #attention

HUM AI

AM AmeerSaleem

Activation

Sigmoid, tanh, ReLU, LReLU, ELU and softmax.

Aug 31, 2025 · 9 min read · 2 claps #activation-functions #neural-networks #machine-learning

AI HUM SCI

ES Eshani Parulekar

How Duolingo Keeps Me Learning French (and What We Can Learn From It)

Last year, I challenged myself to start a 1,000-day Duolingo streak to finally take my French learning seriously. As I write this, I’m on…

Aug 30, 2025 · 2 min read · 50 claps #duolingo #softmax-function #data-science

HUM AI

SO Sourav

Logistic Regression for Classification Problems

Logistic regression is a statistical method used to build machine learning models when the dependent variable has only two possible…

Aug 24, 2025 · 9 min read · 14 claps #logistic-regression #sigmoid-function #softmax-function

Logistic Regression for Classification Problems

HUM AI

KA Karthik Karunakaran, Ph.D.

Mastering the Softmax Function in Keras: The Key to Powerful AI Predictions (With Examples)

Introduction: Why Softmax Could Make or Break Your AI Model

Jul 05, 2025 · 2 min read · 0 claps #keras #softmax-function #aiinpython

Mastering the Softmax Function in Keras: The Key to Powerful AI Predictions (With Examples)

SCI

KO KoshurAI

🧠 What is Softmax? The Secret Sauce Behind AI Decisions (Explained Simply!)

Have you ever wondered how your favorite AI app decides which answer is the best one? Or how image recognition systems confidently label…

Jun 10, 2025 · 3 min read · 0 claps paywalled #softmax #logit #softmax-function

🧠 What is Softmax? The Secret Sauce Behind AI Decisions (Explained Simply!)

AI

PR Preithi Thakur

What is Softmax Regression?

Softmax regression (or multinomial logistic regression) is a generalization of logistic regression to the case where we want to handle…

Oct 03, 2022 · 4 min read · 25 claps #softmax-optimization #softmax-regression #softmax