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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.

about #deeplearning

Conventional machine learning techniques are limited in their ability to automatically transform the raw unstructured data into a suitable internal representation. Deep learning methods are representation learning methods with multiple levels of representation, obtained by composing several simple but non-linear modules that each transform the representation at one level (starting with the raw input) into a representation at a higher, slightly more abstract level - to put it simply - Neural Networks. With the composition of enough such transformations, very complex functions can be learned - a universal approximator.
If you want to share something primarily on deep learning techniques please use #deeplearning tag.

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Jul 4

Transformers — The Architecture That Changed AI (Part 1 of 3)

#ai #machinelearning #deeplearning #nlp

13 min read

Jul 4

Vision Transformers — How Transformers Learned to See (Part 2 of 3)

#ai #machinelearning #deeplearning #computervision

12 min read

Jul 4

GNN vs. Trees: High-Speed Hybrid Architecture for XLA Runtime Prediction

#architecture #deeplearning #machinelearning #performance

2 min read

Jul 3

Gradient Descent: The Engine That Made Deep Learning Possible : How one simple idea changed the way machines learn

#ai #machinelearning #deeplearning #datascience

5 min read

Jul 3

The Big Bang of Deep Learning: How 2012 Changed Everything

#ai #computerscience #deeplearning #machinelearning

4 min read

Mike Smith for Hostrunway

Jul 3

The GPU Utilization Number That's Quietly Wrecking AI Team Budgets

#gpu #ai #machinelearning #deeplearning

5 min read

cognitalk

Jul 2

翁荔Scaling Law博文解读

#ai #deeplearning #llm #machinelearning

2 min read

Jul 2

How I Cut My AI API Costs by 61% with a Unified Gateway

#ai #costoptimization #deeplearning #tutorial

5 min read

Devanshu Biswas

Jul 1

One "+x" That Made 100-Layer Networks Trainable: ResNet Skip Connections

#machinelearning #deeplearning #ai #beginners

2 min read

Jul 1

Activation Functions: Why Non-Linearity Is Everything

#machinelearning #ai #python #deeplearning

3 min read

NIGAPE

Jul 1

AI Deep Learning: Explained Simply

#ai #beginners #deeplearning #machinelearning

3 min read

Devanshu Biswas

Jul 1

Your gradient dies on the way to layer 1 (and how to save it)

#machinelearning #deeplearning #ai #beginners

4 min read

Jun 30

Understanding Backpropagation: Calculating Gradients for Hidden Layer Weights and Biases

#algorithms #deeplearning #machinelearning #tutorial

3 min read

Devanshu Biswas

Jun 30

Dropout: Switch Off Neurons to Stop Overfitting

#machinelearning #deeplearning #ai #beginners

1 min read

Jun 29

Free from-scratch deep learning notes: tensors, attention, and a tiny GPT

#ai #machinelearning #deeplearning #tutorial

1 min read

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