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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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Three Ideas Made Modern AI Possible. None of Them Are Magic.

Three Ideas Made Modern AI Possible. None of Them Are Magic.

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5 min read
Three Ideas Made Modern AI Possible. None of Them Are Magic.

Three Ideas Made Modern AI Possible. None of Them Are Magic.

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5 min read
I Built Flash Attention From Scratch — Here's What Nobody Tells You About It

I Built Flash Attention From Scratch — Here's What Nobody Tells You About It

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2 min read
RNNs From Scratch: a Network With a Memory of the Past

RNNs From Scratch: a Network With a Memory of the Past

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1 min read
CNNs From Scratch: the Convolution That Sees Images

CNNs From Scratch: the Convolution That Sees Images

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1 min read
LSTM and GRU: the Gates That Let a Network Remember

LSTM and GRU: the Gates That Let a Network Remember

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1 min read
Pooling in CNNs: Shrink the Map, Keep What Matters

Pooling in CNNs: Shrink the Map, Keep What Matters

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1 min read
Optimizers Explained: SGD vs Momentum vs Adam, Visualized

Optimizers Explained: SGD vs Momentum vs Adam, Visualized

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1 min read
Anthropic’s Fable/Mythos shutdown is the first real model export-control shock

Anthropic’s Fable/Mythos shutdown is the first real model export-control shock

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3 min read
Tune Model Training in Real Time — Zero Latency, Zero Restarts (Kiponos Python SDK)

Tune Model Training in Real Time — Zero Latency, Zero Restarts (Kiponos Python SDK)

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4 min read
I Built an "Amazon-Style" AI Review Summarizer for Any Dataset (NLP, Transformers, Streamlit)

I Built an "Amazon-Style" AI Review Summarizer for Any Dataset (NLP, Transformers, Streamlit)

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2 min read
The XOR Problem: Why Neural Nets Needed Hidden Layers

The XOR Problem: Why Neural Nets Needed Hidden Layers

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2 min read
Fine-Tuning Llama 3.2 3B on Medical QA: Week 4 - When Lower Loss Meant a Worse Model

Fine-Tuning Llama 3.2 3B on Medical QA: Week 4 - When Lower Loss Meant a Worse Model

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7 min read
Backpropagation From Scratch: How a Neural Network Actually Learns

Backpropagation From Scratch: How a Neural Network Actually Learns

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3 min read
The Forward Pass, Demystified: How a Neural Network Turns Inputs Into an Answer

The Forward Pass, Demystified: How a Neural Network Turns Inputs Into an Answer

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3 min read
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