Solve the infamous CGM98 problem using BayesCART
Categories: Blog, Coding, Tutorial
Tags: Bayesian CART, Tree models, MCMC
A tutorial on how to use the BayesCART package, applied to the CGM98 challenging yet simple example.
Posts by Tag
- Bayesian CART 3
- Tree models 3
- MCMC 3
- MLLM 2
- Computer vision 2
- NLP 2
- Prompt Engineering 2
- Tempering 1
- Python package development 1
- Object oriented programming 1
- Claude Artifacts 1
- Data labelling 1
- o3-mini 1
- Jekyll 1
Bayesian CART
BayesCART - a Python package for efficient Bayesian CART model search
Tags: Bayesian CART, Python package development, Object oriented programming, Tree models, MCMC
Insights into the making of BayesCART packages: coding and optimization tricks to get the most out of your code.
A deep dive into Bayesian Classification and Regression Trees (CART) models
Tags: Bayesian CART, Tree models, MCMC, Tempering
A detailed study of Bayesian extension of CART models, challenges in the posterior distribution exploration, and their solution.
Tree models
Solve the infamous CGM98 problem using BayesCART
Categories: Blog, Coding, Tutorial
Tags: Bayesian CART, Tree models, MCMC
A tutorial on how to use the BayesCART package, applied to the CGM98 challenging yet simple example.
BayesCART - a Python package for efficient Bayesian CART model search
Tags: Bayesian CART, Python package development, Object oriented programming, Tree models, MCMC
Insights into the making of BayesCART packages: coding and optimization tricks to get the most out of your code.
A deep dive into Bayesian Classification and Regression Trees (CART) models
Tags: Bayesian CART, Tree models, MCMC, Tempering
A detailed study of Bayesian extension of CART models, challenges in the posterior distribution exploration, and their solution.
MCMC
Solve the infamous CGM98 problem using BayesCART
Categories: Blog, Coding, Tutorial
Tags: Bayesian CART, Tree models, MCMC
A tutorial on how to use the BayesCART package, applied to the CGM98 challenging yet simple example.
BayesCART - a Python package for efficient Bayesian CART model search
Tags: Bayesian CART, Python package development, Object oriented programming, Tree models, MCMC
Insights into the making of BayesCART packages: coding and optimization tricks to get the most out of your code.
A deep dive into Bayesian Classification and Regression Trees (CART) models
Tags: Bayesian CART, Tree models, MCMC, Tempering
A detailed study of Bayesian extension of CART models, challenges in the posterior distribution exploration, and their solution.
MLLM
Deep comics generation with multimodal LLMs - Overview - Part 1
Tags: MLLM, Computer vision, NLP
Introducing the first project featuring multimodal language models and diffusion - overview.
Deep comics generation with multimodal LLMs
Tags: MLLM, Computer vision, NLP
Introducing a series of blog posts on my new project: generating novel, fake comics resembling Tex Willer.
Computer vision
Deep comics generation with multimodal LLMs - Overview - Part 1
Tags: MLLM, Computer vision, NLP
Introducing the first project featuring multimodal language models and diffusion - overview.
Deep comics generation with multimodal LLMs
Tags: MLLM, Computer vision, NLP
Introducing a series of blog posts on my new project: generating novel, fake comics resembling Tex Willer.
NLP
Deep comics generation with multimodal LLMs - Overview - Part 1
Tags: MLLM, Computer vision, NLP
Introducing the first project featuring multimodal language models and diffusion - overview.
Deep comics generation with multimodal LLMs
Tags: MLLM, Computer vision, NLP
Introducing a series of blog posts on my new project: generating novel, fake comics resembling Tex Willer.
Prompt Engineering
Building a portfolio layout using Jekyll and OpenAI o3-mini
Categories: Blog
Tags: Prompt Engineering, o3-mini, Jekyll
How to use OpenAI o3-mini to one-shot build a compelling, modular and easy to use Portfolio layout with minimal html/CSS adjustment.
Using Claude Artifacts to generate a custom data labelling tool
Categories: Blog
Tags: Prompt Engineering, Claude Artifacts, Data labelling
A reflection on using Claude Artifacts to generate custom tools in minutes, applied to the labeling of Tex Willer comics.
Tempering
A deep dive into Bayesian Classification and Regression Trees (CART) models
Tags: Bayesian CART, Tree models, MCMC, Tempering
A detailed study of Bayesian extension of CART models, challenges in the posterior distribution exploration, and their solution.
Python package development
BayesCART - a Python package for efficient Bayesian CART model search
Tags: Bayesian CART, Python package development, Object oriented programming, Tree models, MCMC
Insights into the making of BayesCART packages: coding and optimization tricks to get the most out of your code.
Object oriented programming
BayesCART - a Python package for efficient Bayesian CART model search
Tags: Bayesian CART, Python package development, Object oriented programming, Tree models, MCMC
Insights into the making of BayesCART packages: coding and optimization tricks to get the most out of your code.
Claude Artifacts
Using Claude Artifacts to generate a custom data labelling tool
Categories: Blog
Tags: Prompt Engineering, Claude Artifacts, Data labelling
A reflection on using Claude Artifacts to generate custom tools in minutes, applied to the labeling of Tex Willer comics.
Data labelling
Using Claude Artifacts to generate a custom data labelling tool
Categories: Blog
Tags: Prompt Engineering, Claude Artifacts, Data labelling
A reflection on using Claude Artifacts to generate custom tools in minutes, applied to the labeling of Tex Willer comics.
o3-mini
Building a portfolio layout using Jekyll and OpenAI o3-mini
Categories: Blog
Tags: Prompt Engineering, o3-mini, Jekyll
How to use OpenAI o3-mini to one-shot build a compelling, modular and easy to use Portfolio layout with minimal html/CSS adjustment.
Jekyll
Building a portfolio layout using Jekyll and OpenAI o3-mini
Categories: Blog
Tags: Prompt Engineering, o3-mini, Jekyll
How to use OpenAI o3-mini to one-shot build a compelling, modular and easy to use Portfolio layout with minimal html/CSS adjustment.