Published in AimStack·May 31How YerevaNN researchers use Aim to compare 100s of modelsThanks to Knarik Mheryan and Hrant Khachatrian for co-writing this blogpost. YerevaNN is a non-profit computer science and mathematics research lab based in Yerevan, Armenia. The lab’s main research interests are focused around machine learning algorithms and machine learning for biomedical data. …Mlops6 min read
Published in AimStack·May 26Aim 3.10 — Visualize terminal logs, M1 support & better query autocompleteHey team, Aim 3.10 is now available! We are on a mission to democratize AI dev tools. Thanks to the awesome Aim community for the help and contributions. Here is what’s new in Aim 3.10: Visualize terminal logs M1 support Better autocomplete experience Aim citation available LightGBM integration CatBoost integration …Machine Learning3 min read
Published in AimStack·May 4Aim 3.9 — Notes on training runs and upgrade to Pytorch Lightning 1.6Hey team, Aim 3.9 is now available! We are on a mission to democratize AI dev tools. Thanks to the awesome Aim ccommunity for the help and contributions. Here is what’s new: Notes on the training runs Upgrade to Pytorch Lightning 1.6 Special thanks to ashutoshsaboo, haritsahm and Justin Burton…Machine Learning2 min read
Published in AimStack·Apr 6Aim 3.8 — DVC integration & Extensible HuggingFace callbacksHey team, Aim 3.8 is now available! We are on a mission to democratize AI dev tools. Thanks to the awesome Aim community for the help and contributions. Here is what’s new: Color scale of numeric values DVC integration Extensible HuggingFace and XGBoost callbacks Special thanks to osoblanco, ashutoshsaboo and…Machine Learning2 min read
Published in AimStack·Mar 16Aim 3.7 — Revamped Run Single Page and Aim Docker ImageHey team, Aim 3.7 is now available! We are on a mission to democratize AI dev tools. Thanks to the awesome Aim community for the help and contributions. Here is what’s new: Run Single Page Aim Docker Image Special thanks to osoblanco for the help and feedback. Run Single Page Overview We have created…Machine Learning2 min read
Published in AimStack·Feb 24Aim 3.6 — Chart export, PyTorch Ignite & Activeloop Hub integrationsHey team, Aim 3.6 is now available! We are on a mission to democratize AI dev tools. Thanks to the awesome Aim community for the help and contributions. Here is what’s new: Export chart as image MLflow to Aim logs converter Pytorch Ignite integration Activeloop Hub integration Wildcard support for…Machine Learning3 min read
Published in AimStack·Feb 10Aim 3.5 — TensorBoard logs support, Matplotlib integration & System Params loggingHey team, Aim 3.5 is now available!! We are on a mission to democratize AI dev tools. Thanks to the awesome Aim community for the help and contributions. Here is what’s new: Run Aim on your TensorBoard logs Track system params, CLI ,Env, Executable, Git, Installed packages Matplotlib figure tracking…Machine Learning3 min read
Published in AimStack·Jan 24Aim 3.4 — Remote Tracking Alpha, Sorting & deleting runsHey team, Aim 3.4 is now available! 😊 We are on a mission to democratize AI dev tools. Thanks to the awesome Aim community for the help and contributions. This is a milestone release with lots of anticipated new features and one that’s super-anticipated. …Machine Learning4 min read
Published in AimStack·Jan 13Aim 3.3 — Audio & Text tracking, Plotly & Colab integrationsHey community, Aim 3.3 is now available! 😊 We are on a mission to democratize AI dev tools. Thanks to the awesome Aim community for helping test early versions and thanks for their contributions. Aim 3.3 is full of highly requested features. …Machine Learning3 min read
Published in AimStack·Dec 8, 2021Aim 3.2 — Jupyter Notebook integration & HistogramsAim 3.2 is now available! 😊 We are on a mission to democratize AI dev tools. Thanks to the awesome Aim community for testing this early and sharing issues, feedback. Within a week after the v3.1 we are releasing the v3.2 with a number of key highly requested features in: …Machine Learning3 min read
