Tiago Toledo Jr.inTowards Data ScienceDeep Dive into PFI for Model InterpretabilityAnother interpretability tool for your toolbox6 min read·Jul 20, 2023----
Tiago Toledo Jr.inTowards Data ScienceMastering Model Interpretability: A Comprehensive Look at Partial Dependence PlotsStarting your journey in the interpretable AI world.7 min read·Jul 7, 2023----
Tiago Toledo Jr.inTowards Data ScienceA Gentle Introduction to Self-LearningWith Python Implementation7 min read·Oct 25, 2022----
Tiago Toledo Jr.Creating an Arxiv Crawler with Python and ScrapyReceive new papers daily or weekly3 min read·Aug 24, 2022----
Tiago Toledo Jr.inTowards Data ScienceClassical Strategies for Scaling up Graph Neural NetworksA summary of ways one can make their networks run faster and with less memory6 min read·Jul 18, 2022--1--1
Tiago Toledo Jr.inTowards Data ScienceHow to Create a Graph Neural Network in PythonCreating a GNN with Pytorch Geometric and OGB7 min read·Jul 5, 2022----
Tiago Toledo Jr.inTowards Data ScienceTesting if two graphs are isomorphicWeisfeiler-Lehman Test for Graph Isomorphism and its variants in Python7 min read·Jun 15, 2022--2--2
Tiago Toledo Jr.inTowards Data ScienceGraph Sampling Strategies for ClusteringHow to generate high-modularity clustering on sampled graphs7 min read·Apr 13, 2022----
Tiago Toledo Jr.inTowards Data ScienceCreating Word Embeddings with JaxImplementing the classical NLP algorithm Word2Vec in Jax6 min read·Mar 22, 2022----
Tiago Toledo Jr.inTowards Data ScienceJax — Numpy on GPUs and TPUsUnderstanding the library and implementing an MLP from scratch12 min read·Mar 8, 2022----