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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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brok

Aug 10

Implemented all popular optimizers from scratch in NumPy.

#programming #machinelearning #deeplearning #ai

1 min read

Cover image for AI, Data, and Truth: Why Everyone Needs to Build Their Own Worldview

101 Circularagri

Aug 11

AI, Data, and Truth: Why Everyone Needs to Build Their Own Worldview

#discuss #datascience #web3 #deeplearning

2 min read

Cover image for How Milliseconds Become Hours at Scale

Aug 10

How Milliseconds Become Hours at Scale

#deeplearning #machinelearning #productivity

7 min read

Aug 9

One More Machine Learning Article: When Computers Start to Think for Themselves

#ai #machinelearning #deeplearning #datascience

4 min read

Aug 9

The Silent Symphony of Artificial Neurons

#ai #deeplearning #machinelearning #chatgpt

5 min read

Cover image for Python Variables & Memory: The Deep-Dive Every Beginner Needs

Aug 13

Python Variables & Memory: The Deep-Dive Every Beginner Needs

#python #programming #deeplearning #beginners

3 min read

Ertugrul

Aug 8

🎭 A CGAN Story: Three Attempts and an Incomplete Ending

#gan #deeplearning #python #pytorch

4 min read

Cover image for Sentiment Analysis, the Classical Way — No Deep Learning

Anik Chand

Aug 6

Sentiment Analysis, the Classical Way — No Deep Learning

#python #machinelearning #ai #deeplearning

3 min read

Ertugrul

Aug 4

🎮 (JumpNet) Part 2: From Pixels to Policy — Training JumpNet to Make the Right Move

#cnn #transferlearning #datascience #deeplearning

5 min read

Cover image for 5 Ways Edge AI is Transforming Mobile App Performance and Privacy

Chrlie

Aug 4

5 Ways Edge AI is Transforming Mobile App Performance and Privacy

#edgeai #mobile #deeplearning #ondeviceai

6 min read

Cover image for The Future of Machine Learning: Why CPUs, GPUs, NPUs, and TPUs Are Essential for AI Success

Jayant Harilela

Aug 3

The Future of Machine Learning: Why CPUs, GPUs, NPUs, and TPUs Are Essential for AI Success

#aiworkload #efficiency #scalability #deeplearning

12 min read

Aug 3

Quickstart with pytorch (Part-1)

#python #programming #ai #deeplearning

1 min read

Ertugrul

Aug 5

🎭 Compressing Human Faces with VAE vs VQ-VAE — A Deep Dive into Autoencoder Design

#vae #vqvae #deeplearning #python

3 min read

Unknownerror-404

Jul 31

The hackathon experience..

#machinelearning #tensorflow #deeplearning #healthapp

3 min read

Jul 31

ANN from scratch

#neuralnetwork #deeplearning #numpy #mathematics

1 min read

Jul 29

Building Medical AI – Technical Architecture Lessons

#aiinhealthcare #medicalai #machinelearning #deeplearning

1 min read

Cover image for 🧠OrKa onboarding: example suite, guided tour, and trace replay

Mak Sò

Aug 10

🧠OrKa onboarding: example suite, guided tour, and trace replay

#ai #opensource #machinelearning #deeplearning

10 min read

PSBigBig

Jul 28

The Hidden Failures in RAG Systems — And How WFGY Fixes Them

#programming #ai #deeplearning #rag

3 min read

Jul 25

The 5 Levels of AI Agents: From Simple Bots to AGI

#ai #machinelearning #deeplearning

3 min read

Cover image for My Deep Learning Journey with Andrew Ng

Anshika

Jul 25

My Deep Learning Journey with Andrew Ng

#deeplearning #machinelearning #ai #learning

2 min read

Cover image for Trained a CycleGAN Model for Real ↔ Painting Image Style Transfer Using PyTorch

Hitendra

Jul 25

Trained a CycleGAN Model for Real ↔ Painting Image Style Transfer Using PyTorch

#deeplearning #machinelearning #pytorch #github

1 min read

Cover image for 🧬 Natural Selection in Code, AI, and Generative AI

hmza

Jul 24

🧬 Natural Selection in Code, AI, and Generative AI

#ai #algorithms #deeplearning #machinelearning

3 min read

M Shojaei

Jul 23

SwiGLU: The FFN Upgrade I Use to Get Free Performance

#llm #deepseek #deeplearning #ai

5 min read

idkcallme

Jul 22

Just finished my GGUF-Shard

#ai #llm #deeplearning #cuda

1 min read

PSBigBig

Jul 23

✨ A Small Update: RAG Pitfalls, Unexpected Endorsement, and That Feeling of Fighting Ghosts with FAISS

#programming #ai #deeplearning #rag

2 min read

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