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CopilotKit CoAgents: Build Human-in-the-loop AI Agents With Ease
Sep 10, 2024

CopilotKit CoAgents: Build Human-in-the-loop AI Agents With Ease

4 key features that make it 10x easier to develop AI Agents.

What is Early Exaggeration in tSNE?
Sep 09, 2024

What is Early Exaggeration in tSNE?

...and a way to improve it.

How to Inspect Decision Trees After Training with PCA
Sep 08, 2024

How to Inspect Decision Trees After Training with PCA

Understanding the structural formulation of decision trees and how it can be problematic at times.

How to Structure and Test Your Code for ML Development?
Sep 07, 2024

How to Structure and Test Your Code for ML Development?

The highly overlooked yet critical skill for data scientists.

A Counterintuitive Behaviour of PyTorch DataLoader
Sep 06, 2024

A Counterintuitive Behaviour of PyTorch DataLoader

...which most PyTorch users aren't aware of.

Deep Learning Models Can Learn Non-Existing Patterns
Sep 05, 2024

Deep Learning Models Can Learn Non-Existing Patterns

Here's an example and how to prevent it.

Accelerate Pandas 20x using FireDucks
Sep 04, 2024

Accelerate Pandas 20x using FireDucks

...by changing just one line of code.

A Crash Course on Graph Neural Networks — Part 3
Sep 03, 2024

A Crash Course on Graph Neural Networks — Part 3

Implementation included.

CPython vs. Cython: How to Speed-up Native Python Programs
Sep 02, 2024

CPython vs. Cython: How to Speed-up Native Python Programs

...within minimal effort.

A Subtle Trick to Optimize Neural Network Training
Sep 01, 2024

A Subtle Trick to Optimize Neural Network Training

A technique I accidentally discovered.

Introduction to Quantile Regression
Aug 31, 2024

Introduction to Quantile Regression

Going beyond point estimates.

Visualise a Confusion Matrix Using Sankey Diagram
Aug 30, 2024

Visualise a Confusion Matrix Using Sankey Diagram

An unexplored direction of visualising a confusion matrix.

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