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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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han

Jan 22

torch.abs can not be executed in NPU device

#ai #deeplearning #machinelearning #python

1 min read

Cover image for [P] Lila-E8: 40M Parameter Transformer Outperforms 60M Baselines via Geometric E8 Attention (0.37 Train Loss)

Feb 25

[P] Lila-E8: 40M Parameter Transformer Outperforms 60M Baselines via Geometric E8 Attention (0.37 Train Loss)

#showdev #ai #deeplearning #machinelearning

2 min read

Feb 25

AWS ML/GenAI Trifecta Part 3: AWS Certified Machine Learning Specialty (MLS-C01)

#ai #tutorial #aws #deeplearning

12 min read

Cover image for The Notebook Illusion: Why ML Feels Simple Until It Isn’t

Siddhartha Reddy

Feb 23

The Notebook Illusion: Why ML Feels Simple Until It Isn’t

#machinelearning #jupyter #gpu #deeplearning

3 min read

Cover image for 10 Must-Follow GitHub Repositories to Learn AI in 2026

Time AI Solutions

Feb 24

10 Must-Follow GitHub Repositories to Learn AI in 2026

#ai #programming #machinelearning #deeplearning

3 min read

Cover image for Vectors, embeddings, and search: an intuition-first guide

Nicolas

Feb 23

Vectors, embeddings, and search: an intuition-first guide

#ai #vectordatabase #machinelearning #deeplearning

6 min read

Cover image for Mastering Google Cloud Translation API with Python: A Developer's Guide

Ajit Kumar

Jan 20

Mastering Google Cloud Translation API with Python: A Developer's Guide

#googlecloud #translation #python #deeplearning

5 min read

Cover image for 4 reasons why ditching Machine Learning and falling in love with Deep Learning might be a good idea

Jan 20

4 reasons why ditching Machine Learning and falling in love with Deep Learning might be a good idea

#ai #machinelearning #deeplearning #python

6 min read

Cover image for Build a Deep Learning Library from Scratch Using NumPy (Part 5: Optimizers)

zekcrates

Jan 17

Build a Deep Learning Library from Scratch Using NumPy (Part 5: Optimizers)

#showdev #deeplearning #pytorch #programming

3 min read

Jashwanth

Feb 19

Will GBMs Still Dominate Tabular Data for the Next Decade?

#gradientboosting #xgboost #datascience #deeplearning

3 min read

Cover image for Detecting LLM Hallucinations Through Vector Geometry: A New Approach

Jan 20

Detecting LLM Hallucinations Through Vector Geometry: A New Approach

#ai #deeplearning #llm #machinelearning

8 min read

Nilavukkarasan R

Feb 17

Multi Layer Perceptron: From Lines to Curves - The Hidden Layer

#ai #deeplearning #mlp

5 min read

Yuvaraj

Feb 16

Transformers - Encoder Deep Dive - Part 2

#ai #machinelearning #deeplearning #architecture

5 min read

Yuvaraj

Feb 15

Transformers Encoder Deep Dive - Part 1

#ai #architecture #deeplearning #machinelearning

6 min read

han

Jan 12

How to install mmcv in an Npu Enviroment

#deeplearning #python #tutorial #ubuntu

2 min read

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