Jun 14, 2023
AutoML pipeline for tabular data on VertexAI in Go
In this article, we delve into the development and deployment of tabular models using VertexAI and AutoML with Go, showcasing the actual Go code and sharing insights gained through trial & error and extensive Google research to overcome documentation limitations.
Mar 27, 2023
Advent of Code 2022 in pure TensorFlow - Day 12
Solving problem 12 of the AoC 2022 in pure TensorFlow is a great exercise in graph theory and more specifically in using the Breadth-First Search (BFS) algorithm. This problem requires working with a grid of characters representing a graph, and the BFS algorithm allows us to traverse the graph in the most efficient way to solve the problem.
Mar 26, 2023
Advent of Code 2022 in pure TensorFlow - Day 11
In this article, we'll show how to solve problem 11 from the Advent of Code 2022 (AoC 2022) using TensorFlow. We'll first introduce the problem and then provide a detailed explanation of our TensorFlow solution. The problem at hand revolves around the interactions of multiple monkeys inspecting items, making decisions based on their worry levels, and following a set of rules.
Mar 25, 2023
Advent of Code 2022 in pure TensorFlow - Day 10
Solving problem 10 of the AoC 2022 in pure TensorFlow is an interesting challenge. This problem involves simulating a clock signal with varying frequencies and tracking the state of a signal-strength variable. TensorFlow's ability to handle complex data manipulations, control structures, and its @tf.function decorator for efficient execution makes it a fitting choice for tackling this problem. By utilizing TensorFlow's features such as Dataset transformations, efficient filtering, and tensor operations, we can create a clean and efficient solution to this intriguing puzzle.