Vivid-Ad6077 t1_j62n4k1 wrote on January 27, 2023 at 7:15 AM

https://wandb.ai/site - Weights & Biases does everything you listed, from versioning code, datasets and models to vizualizing experiments and managing hyperparameters and even running hyperparameter search. It can be used to fully reproduce and recreate the entire state of your ML workflow. It's free for individuals and academics.

starfries t1_j63pp6f wrote on January 27, 2023 at 2:28 PM

wandb is great but I had no idea it also versioned code, I'm still using git for that.

Vivid-Ad6077 t1_j63qahy wrote on January 27, 2023 at 2:32 PM

https://docs.wandb.ai/ref/app/features/panels/code#save-library-code. it's turned off by default for security and privacy reasons. But it can be enabled or you can optionally log code in individual projects or runs.