Actfound_demo

Colab programmatic tool

⭐ We have now added a ready-to-use online programmatic tool on Colab.

😊 You can easily use Colab tools to fine-tune Actfound with few measured compounds and then use it to give prediction on your unmeasured compounds.

❤️ We also provide a metric in this colab to help you predict if Actfound can works well on your data with only few measured compounds for fine-tuning. (See Figure 3.g.h of our paper for more detailes)

• Colab for Actfound

  • https://colab.research.google.com/drive/1zn3U3xwLXZjZQYGVgtxCiEwt1hkho62l?usp=sharing

• Colab for Actfound with KNN-MAML and fusion method

  • https://colab.research.google.com/drive/1eLWidAOWUqSCEcm0qM0Pf4IO1Ex7Ceal?usp=sharing

• Colab for finetuning full parameters of Actfound (can be more suitable when you have many measured compounds for finetuning, e.g. more than 300)

  • https://colab.research.google.com/drive/1EPx2tMHIdvhPbY8GyvuICVwVgwd3ikfJ?usp=sharing