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Please ensure that any post tagged with #deeplearning is primarily on deep learning while generally can be on machine learning, data science, AI, CS, etc.

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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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Jul 4

GNN vs. Trees: High-Speed Hybrid Architecture for XLA Runtime Prediction

#architecture #deeplearning #machinelearning #performance

2 min read

Jul 3

Gradient Descent: The Engine That Made Deep Learning Possible : How one simple idea changed the way machines learn

#ai #machinelearning #deeplearning #datascience

5 min read

Aug 6

Building a Production-Ready Pakistan Sign Language Recognition Model (89% Test Accuracy with EfficientNetB0)

#deeplearning #flutter #machinelearning #mobile

5 min read

cognitalk

Jul 2

翁荔Scaling Law博文解读

#ai #deeplearning #llm #machinelearning

2 min read

ReadAndRun

Jul 15

I ditched multi-layer transformers for Neural ODEs on my home RTX 4060. Here is why.

#showdev #architecture #deeplearning #machinelearning

2 min read

Jul 2

How I Cut My AI API Costs by 61% with a Unified Gateway

#ai #costoptimization #deeplearning #tutorial

5 min read

Madhumitha Kolkar

Aug 4

I Rewrote My RL Agent in DeepMind's Neural Network Library - Day 9 (Haiku)

#jax #reinforcementlearning #machinelearning #deeplearning

3 min read

Jul 1

Activation Functions: Why Non-Linearity Is Everything

#machinelearning #ai #python #deeplearning

3 min read

NIGAPE

Jul 1

AI Deep Learning: Explained Simply

#ai #beginners #deeplearning #machinelearning

3 min read

cognitalk

Jul 24

大语言模型的每个参数到底能储存多少信息

#ai #deeplearning #llm #machinelearning

1 min read

Jun 30

Understanding Backpropagation: Calculating Gradients for Hidden Layer Weights and Biases

#algorithms #deeplearning #machinelearning #tutorial

3 min read

Aug 3

Deep Learning Training Playbook: Turning Research Papers into Engineering Decisions

#machinelearning #ai #opensource #deeplearning

1 min read

Jun 29

Free from-scratch deep learning notes: tensors, attention, and a tiny GPT

#ai #machinelearning #deeplearning #tutorial

1 min read

Ваграм Катранян

Jun 30

Project: Cancer Classification Model

#showdev #ai #deeplearning #machinelearning

1 min read

Ваграм Катранян

Jun 30

Проект: Модель для классификации рака

#showdev #ai #deeplearning #machinelearning

1 min read

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