https://jason-grey.com/tags/hyperparameter-tuning/Recent content in Hyperparameter Tuning on jason greyHugoenWed, 17 May 2023 00:00:00 +0000https://jason-grey.com/posts/2023/hyperparameter-tuning/Wed, 17 May 2023 00:00:00 +0000https://jason-grey.com/posts/2023/hyperparameter-tuning/<p>Doing some data science tonight. When it came time to tune my hyperparameters, I remembered I still had an account at <a href="https://wandb.ai/site" class="external-link" target="_blank" rel="noopener">Weights &amp; Biases</a> and decided to give their &ldquo;sweeps&rdquo; feature a spin. <a href="https://en.wikipedia.org/wiki/Hyperparameter_optimization" class="external-link" target="_blank" rel="noopener">Hyperparameter tuning</a> is usually something I build into my notebooks/early scripts on a project and do it manually/simply. I have to say though, W&amp;B made it pretty easy, their api is very easy to implement, is highly configurable, and has some pretty nice looking graphs to visualize what&rsquo;s going on.</p>