PyTorch Activation Functions - ReLU, Leaky ReLU, Sigmoid, Tanh and Softmax - MLK - Machine Learning Knowledge

Leaky Faucet? Here's 4 Common Problems and Solutions — WaterSmart

Awesome Engineer on Instagram: "🧠 Every curve that makes AI think. AI doesn’t reason ❌ AI doesn’t understand ❌ AI reacts to curves 📈 Activation functions decide: ⚡ what information flows 🚫 what gets blocked 🚀 how fast a model learns 🧩 how it behaves in real systems What these curves actually do 👇 🔹 ReLU → kills negative noise, keeps signal 🔹 Tanh → controls extremes, stabilizes learning 🔹 Leaky ReLU → prevents dead neurons 🔹 Sinusoid → captures cycles & repeating patterns 🔹 Gaussian →