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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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I Want To Learn Programming

Jun 11

Backpropagation explained by coding it

#backpropagation #deeplearning #ai

2 min read

Jun 11

有人在拆 Transformer：Memory Caching 與 CTM 各拆走了一半

#machinelearning #ai #transformers #deeplearning

3 min read

Jun 11

SwarmLens Cognitive Index

#ai #agents #machinelearning #deeplearning

6 min read

Jun 10

Flash Attention: what it does and why it matters

#llm #ai #deeplearning #gpu

8 min read

Jun 10

Flash Attention: what it does and why it matters

#llm #ai #deeplearning #transformers

8 min read

Mininglamp

Jun 10

SFT Offline RL Online RL: The Three-Stage Training Pipeline Behind Mano-P

#ai #machinelearning #opensource #deeplearning

8 min read

Алексей Гормен

Jun 9

A11: A Structured Way to Not Lie to Yourself During Reasoning

#ai #machinelearning #deeplearning #reasoning

3 min read

Rehana Hassan Muhumed

Jun 8

Day 8 — Beginning My Journey into Neural Networks

#machinelearning #deeplearning

1 min read

Jun 6

Deep Learning Is More Logistic Regression Than You Think

#ai #machinelearning #deeplearning #datascience

4 min read

Jun 6

Better Data Beats Better Algorithms: Before Changing the Model, Change the Data

#ai #machinelearning #datascience #deeplearning

3 min read

Jun 7

Understanding Attention in Transformers — Intuition Before Equations

#beginners #deeplearning #machinelearning #nlp

3 min read

Meclin A Francis

Jun 6

PyTorch from Scratch — Part 1: Tensors, Gradients & Activations

#pytorch #python #deeplearning #beginners

5 min read

Jun 5

What Does a Product Data Scientist Actually Do?

#ai #datascience #machinelearning #deeplearning

2 min read

Алексей Гормен

Jun 5

A11: A Structural Answer to AI Collapse

#ai #machinelearning #deeplearning #systemdesign

3 min read

Prabhakar Chaudhary

Jun 4

Gemma 4 12B shows how far local multimodal AI has moved

#ai #machinelearning #deeplearning #google

5 min read

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