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PT's Blog

PT's Blog

Just coding for fun.

Using ChatGPT to Control Arduino Devices
69 min read

Using ChatGPT to Control Arduino Devices

This post explores a method to integrate ChatGPT with external systems, leveraging ChatGPT as a controller to manage Arduino devices, thus exploring the potential of natural language commands to control home devices and the development direction of smart home technology.

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Dynamic Programming (Part 1) - House Robber Series
10 min read

Dynamic Programming (Part 1) - House Robber Series

The core idea of dynamic programming lies in breaking down a problem into smaller subproblems and retaining previously computed results to reduce computational complexity.

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Pokemon (IV) Practical Transfer Learning
26 min read

Pokemon (IV) Practical Transfer Learning

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Transfer Learning
27 min read

Transfer Learning

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Pokemon (III) - Training, Validation, and Testing
37 min read

Pokemon (III) - Training, Validation, and Testing

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Pokemon (II) Practical Custom Network - Building a ResNet18 Model with PyTorch
38 min read

Pokemon (II) Practical Custom Network - Building a ResNet18 Model with PyTorch

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Pokemon (Part 1) Practical Dataset - Building a Custom Pokemon Dataset with PyTorch
40 min read

Pokemon (Part 1) Practical Dataset - Building a Custom Pokemon Dataset with PyTorch

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Vanishing and Exploding Gradients
42 min read

Vanishing and Exploding Gradients

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Long Short-Term Memory Network (LSTM)
52 min read

Long Short-Term Memory Network (LSTM)

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Recurrent Neural Networks (RNN)
45 min read

Recurrent Neural Networks (RNN)

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Latest Posts

Prisma - Filtering
23 min read

Prisma - Filtering

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Prisma - Transaction Handling — Batch and Interactive
48 min read

Prisma - Transaction Handling — Batch and Interactive

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