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Deep Learning

This tag is for discussing, sharing articles, and asking questions primarily on deep learning - a subfield of machine learning.

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Demystifying Diffusion Models: Building DDPM from Scratch with PyTorch

Demystifying Diffusion Models: Building DDPM from Scratch with PyTorch

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5 min read
Building a GAN from Scratch: My Journey into Generative AI 🤖

Building a GAN from Scratch: My Journey into Generative AI 🤖

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3 min read
Adam Optimizer in Deep Learning – A Beginner’s Guide

Adam Optimizer in Deep Learning – A Beginner’s Guide

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1 min read
Python Variables & Memory: The Deep-Dive Every Beginner Needs

Python Variables & Memory: The Deep-Dive Every Beginner Needs

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3 min read
🧠OrKa onboarding: example suite, guided tour, and trace replay

🧠OrKa onboarding: example suite, guided tour, and trace replay

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10 min read
What Is Machine Learning? A Beginner’s Guide 🤖

What Is Machine Learning? A Beginner’s Guide 🤖

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4 min read
AI Image Detector to Spot Fake Photos

AI Image Detector to Spot Fake Photos

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3 min read
🎭 A CGAN Story: Three Attempts and an Incomplete Ending

🎭 A CGAN Story: Three Attempts and an Incomplete Ending

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4 min read
What Really Is Machine Learning? (And Why Your Phone Knows You Better Than Your Best Friend)

What Really Is Machine Learning? (And Why Your Phone Knows You Better Than Your Best Friend)

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4 min read
Sensitivity and Specificity: Mastering the Key Classification Metrics

Sensitivity and Specificity: Mastering the Key Classification Metrics

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4 min read
🎭 Compressing Human Faces with VAE vs VQ-VAE — A Deep Dive into Autoencoder Design

🎭 Compressing Human Faces with VAE vs VQ-VAE — A Deep Dive into Autoencoder Design

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3 min read
The 9 Most Common Mistakes in Pattern Recognition (and How to Avoid Them)

The 9 Most Common Mistakes in Pattern Recognition (and How to Avoid Them)

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5 min read
Building My First End-to-End Machine Learning Project

Building My First End-to-End Machine Learning Project

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3 min read
🎮 (JumpNet) Part 2: From Pixels to Policy — Training JumpNet to Make the Right Move

🎮 (JumpNet) Part 2: From Pixels to Policy — Training JumpNet to Make the Right Move

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5 min read
Comparing Grok 4 and Gemini 2.5 Pro

Comparing Grok 4 and Gemini 2.5 Pro

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1 min read
Hilarious Guide to Python Libraries: Meet the Machine Learning Family 😂

Hilarious Guide to Python Libraries: Meet the Machine Learning Family 😂

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2 min read
Does DINO loss compare the [CLS] tokens from both teacher and student?

Does DINO loss compare the [CLS] tokens from both teacher and student?

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1 min read
PyTorch Introductory Experiments

PyTorch Introductory Experiments

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12 min read
Visualizing Decoder Layer Gradients

Visualizing Decoder Layer Gradients

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4 min read
[memo] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding

[memo] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding

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1 min read
Advancements in Computer Science Learning: A Synthesis of Recent Research in AI and Machine Learning

Advancements in Computer Science Learning: A Synthesis of Recent Research in AI and Machine Learning

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4 min read
How to Make Large-Scale Experiments Smarter and Cheaper with AI-Driven Proofs

How to Make Large-Scale Experiments Smarter and Cheaper with AI-Driven Proofs

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3 min read
Understanding LSM Trees for Beginners: A Visual Guide day 16 of learning system design

Understanding LSM Trees for Beginners: A Visual Guide day 16 of learning system design

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4 min read
How the WFGY Framework Formalizes Solver Loops for Next-Gen LLMs

How the WFGY Framework Formalizes Solver Loops for Next-Gen LLMs

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3 min read
The Hidden Failures in RAG Systems — And How WFGY Fixes Them

The Hidden Failures in RAG Systems — And How WFGY Fixes Them

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3 min read
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