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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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🔥 De‑constructing Cognition and Why LLMs Can’t Replicate It

🔥 De‑constructing Cognition and Why LLMs Can’t Replicate It

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4 min read
Understanding Gradient Descent for Beginners: The Core of Neural Network Learning

Understanding Gradient Descent for Beginners: The Core of Neural Network Learning

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3 min read
TXT Notepad: Meet TXT OS — An Open-Source AI Reasoning System in One .txt File

TXT Notepad: Meet TXT OS — An Open-Source AI Reasoning System in One .txt File

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2 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
Multiprocessed Experience Replay Pool for Reinforcement Learning

Multiprocessed Experience Replay Pool for Reinforcement Learning

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1 min read
Breaking Down RL2: Why We Built a Ray-Less RL Framework for AI Agents

Breaking Down RL2: Why We Built a Ray-Less RL Framework for AI Agents

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1 min read
Heráclito e a Mutabilidade dos Dados: “Tudo flui” na era da IA

Heráclito e a Mutabilidade dos Dados: “Tudo flui” na era da IA

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6 min read
Mastering PyTorch: Tensors, Autograd & the Power of GPU Training

Mastering PyTorch: Tensors, Autograd & the Power of GPU Training

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2 min read
Introduction to MLOps: Managing the Machine Learning Lifecycle

Introduction to MLOps: Managing the Machine Learning Lifecycle

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4 min read
Seeing the World: A Beginner's Guide to Convolutional Neural Networks (CNNs) with PyTorch

Seeing the World: A Beginner's Guide to Convolutional Neural Networks (CNNs) with PyTorch

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8 min read
Gradient Descent on Token Input Embeddings

Gradient Descent on Token Input Embeddings

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9 min read
Running 🤖 GPT-Style Transformers on a $5 Microcontroller 🎛️ (TinyML 2.0 Era)

Running 🤖 GPT-Style Transformers on a $5 Microcontroller 🎛️ (TinyML 2.0 Era)

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2 min read
Top 17 Deep Learning Architectures: Your Essential Resource List

Top 17 Deep Learning Architectures: Your Essential Resource List

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5 min read
Implementing DeepSeek-R1 GRPO in Apple MLX framework

Implementing DeepSeek-R1 GRPO in Apple MLX framework

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29 min read
Deep Learning NER: Your Essential Resource List for Named Entity Recognition in NLP

Deep Learning NER: Your Essential Resource List for Named Entity Recognition in NLP

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6 min read
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