Skip to content

Forem

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.

👋 Sign in for the ability to sort posts by relevant, latest, or top.

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

Feb 19

I made an AI that detects landmines

#ai #machinelearning #deeplearning

6 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: Where One Line Becomes Two

#ai #deeplearning #mlp

4 min read

Yuvaraj

Feb 16

Transformers - Encoder Deep Dive - Part 2

#ai #machinelearning #deeplearning #architecture

5 min read

vast cow

Feb 16

Audio Segmentation with YAMNet: Detecting Speech, Music, and Silence

#deeplearning #machinelearning #python #tutorial

6 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

Cover image for Let's Build a Deep Learning Library from Scratch Using NumPy (Part 4: nn.Module)

zekcrates

Jan 12

Let's Build a Deep Learning Library from Scratch Using NumPy (Part 4: nn.Module)

#showdev #deeplearning #python #tutorial

4 min read

Evan Lin

Jan 11

Online Course Notes: DeepLearningAI - Advanced Retrieval for AI with Chroma

#rag #llm #deeplearning #ai

4 min read

Evan Lin

Jan 11

Paper Review: Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild

#computerscience #machinelearning #deeplearning #ai

2 min read

Evan Lin

Jan 11

[Conference Notes] NV TW LLM Developer Day 2024

#developer #llm #deeplearning #ai

2 min read

Feb 14

Beyond train_test_split: 3 Pro Techniques to Refine Your Data Splitting

#webdev #ai #machinelearning #deeplearning

2 min read

The Pragamatic Architect

Feb 13

Decision AI for Enterprise: How CNN-Based Deep Learning Automates Visual Classification at Scale

#deeplearning #computervision #architecture #machinelearning

3 min read

👋 Sign in for the ability to sort posts by relevant, latest, or top.