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OOB Validation in Random Forest
Jun 06, 2024

OOB Validation in Random Forest

What it is, its benefits and some considerations.

An Intuitive Guide to Non-Linearity of ReLU
Jun 05, 2024

An Intuitive Guide to Non-Linearity of ReLU

Here's why ReLU is a non-linear activation function.

Knowledge Distillation for Model Compression
Jun 04, 2024

Knowledge Distillation for Model Compression

A practical walkthrough

Scale tSNE to Millions of Data Points With openTSNE
Jun 03, 2024

Scale tSNE to Millions of Data Points With openTSNE

An optimized CPU implementation of tSNE.

Visually Assess Linear Regression Performance
Jun 02, 2024

Visually Assess Linear Regression Performance

Assumption turned into performance validation.

Implementing KANs From Scratch Using PyTorch
Jun 01, 2024

Implementing KANs From Scratch Using PyTorch

A step-by-step demonstration of KANs.

I/O Optimization in Data Projects
May 31, 2024

I/O Optimization in Data Projects

If you use CSVs all the time, read this.

5 LLM Fine-tuning Techniques Explained Visually
May 30, 2024

5 LLM Fine-tuning Techniques Explained Visually

Explained in a beginner-friendly way.

A Visual Guide to AdaBoost
May 29, 2024

A Visual Guide to AdaBoost

A step-by-step intuitive explanation.

A Misconception About Log Transform
May 28, 2024

A Misconception About Log Transform

...and here's what it does.

Feature Discretization
May 27, 2024

Feature Discretization

A linear model can learn non-linear patterns.

6 Elegant Jupyter Hacks
May 26, 2024

6 Elegant Jupyter Hacks

Jupyter is cool. Let's make it super cool.

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