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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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Cover image for Open-Weight AI for High-Quality Image Generation & Editing

Sophia

Nov 26

Open-Weight AI for High-Quality Image Generation & Editing

#ai #deeplearning #opensource

4 min read

Arvind SundaraRajan

Nov 26

Surgical Precision with AI: A New Era in Lung Cancer Staging

#machinelearning #ai #healthcare #deeplearning

2 min read

Arvind SundaraRajan

Nov 26

Anon: The Adaptive Optimizer Bridging SGD and Adam for Peak AI Performance

#machinelearning #deeplearning #ai #optimization

2 min read

Arvind SundaraRajan

Nov 26

Turbocharge Your LLMs: A Breakthrough in Neural Network Optimization

#machinelearning #deeplearning #optimization #ai

2 min read

Cover image for Introducing PQNT — A New Power-Law Quantization Method

Armx888

Nov 24

Introducing PQNT — A New Power-Law Quantization Method

#machinelearning #deeplearning #programming

1 min read

Cover image for How Search Engines Actually Answer Your Questions

Nov 23

How Search Engines Actually Answer Your Questions

#ai #nlp #deeplearning #qa

11 min read

Jimin Lee

Nov 23

Giving AI Eyes: Multi-Modal LLMs

#llm #deeplearning #nlp

9 min read

Cover image for BATCHNORM IN LANGUAGE MODELS

Hưng Lê Tiến

Nov 24

BATCHNORM IN LANGUAGE MODELS

#deeplearning #llm #tutorial #machinelearning

16 min read

Cover image for Tokenization in NLP: The Foundational Step That Turns Language Into Data

Nov 23

Tokenization in NLP: The Foundational Step That Turns Language Into Data

#llm #ai #machinelearning #deeplearning

3 min read

Arvind SundaraRajan

Nov 24

Unlocking Data's Hidden Geometry: A New Era for Neural Networks by Arvind Sundararajan

#machinelearning #deeplearning #ai #geometricdeeplearning

2 min read

Cover image for Linear Algebra for AI

Amritanshu Dash

Nov 23

Linear Algebra for AI

#machinelearning #maths #deeplearning #ai

2 min read

Rost

Nov 21

Cross-Modal Embeddings: Bridging AI Modalities

#ai #deeplearning #llm #python

11 min read

Ankit Khandelwal

Nov 20

Observations from Finetuning Gemma Model on Strix Halo (Fedora 43)

#deeplearning #linux #llm

3 min read

Attanon Sukkeaw

Nov 20

Stock Price Prediction by ML Models

#beginners #deeplearning #machinelearning

1 min read

Cover image for AI vs ML vs DL vs GenAI: Demystifying the Buzzwords

Ananya S

Nov 24

AI vs ML vs DL vs GenAI: Demystifying the Buzzwords

#ai #beginners #machinelearning #deeplearning

3 min read

yuer

Nov 20

Fixing Identity Drift in AI Image Generation with a Deterministic Constraint Layer (Minimal PoC Inside)

#algorithms #ai #deeplearning #machinelearning

2 min read

Cover image for How I Reached 84.35% on CIFAR-100 Using ResNet-50 (PyTorch Guide)

Amirali Soltani rad

Nov 19

How I Reached 84.35% on CIFAR-100 Using ResNet-50 (PyTorch Guide)

#pytorch #deeplearning #machinelearning #computervision

2 min read

Siddharth kathuroju

Nov 17

Attention Mechanism in Transformers: The Core Idea Behind Modern AI

#ai #deeplearning #google #chatgpt

2 min read

Vinicius Fagundes

Nov 21

Transformers and Attention: How LLMs Actually Process Text

#ai #architecture #llm #deeplearning

18 min read

Cover image for Star Multi-Class Classification Neural Network With Pytorch

Nov 16

Star Multi-Class Classification Neural Network With Pytorch

#deeplearning #machinelearning #pytorch

12 min read

Nov 16

A cleaner, safer, plug-and-play NanoGPT

#ai #machinelearning #deeplearning

1 min read

Cover image for LANGUAGE MODELS USING MLP (Part 1)

Hưng Lê Tiến

Nov 17

LANGUAGE MODELS USING MLP (Part 1)

#deeplearning #llm #tutorial #machinelearning

15 min read

Tuntufye Mwakalasya

Nov 21

Inside ChatGPT: Deconstructing "Attention Is All You Need" (Part 1)

#architecture #ai #deeplearning #chatgpt

5 min read

Siddharth kathuroju

Nov 17

Decoder-Only Transformers: The Architecture Behind GPT Models

#gpt3 #deeplearning #ai #chatgpt

5 min read

Cover image for Getting Started with Azure: Create and Configure a Windows 10 Virtual Machine

Samuel Ojo

Nov 17

Getting Started with Azure: Create and Configure a Windows 10 Virtual Machine

#azure #cloud #virtualmachine #deeplearning

4 min read

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