DGL v0.5 has been released! A major update with a focus on better documentation, GNN kernels, distributed training and so on. Read the summary of highlights: https://t.co/RYnuSkMI16
Antimicrobial peptide generated by GAN. Passed in vitro validation. Twice as strong as ampicillin. Check out our preprint in @ChemRxiv https://t.co/9sxhEjiYWo
2nd ed of my book, Advanced Deep Learning w/ TF2 & Keras, was released days before the global pandemic. Was excited to announce it but weeks of sad news sapped my energy. Announcing it now as a historical footnote. Hopefully, WFH & SFH still find useful.
https://t.co/AMpRCSYXDV
A new release v0.4.3 is out! This includes TensorFlow support; DGL-KE and DGL-LifeSci, two packages for knowledge graph embedding and chemi- and bio-informatics respectively; Graph sampling on heterograph, with multi-GPU acceleration. Blogpost is here: https://t.co/TAZ05Ze7V3
Released #Optuna v1.3.0! New experimental features including a faster CMA-ES sampler and hyperparameter importance assessment. The per-trial log is also improved. https://t.co/av2QFDGrtK
torchlayers: an interesting new abstraction layer API on top of PyTorch, which is basically an "Sequential" object w/o the need to call it in the forward method. And, more interestingly, it performs automatic dimensionality and shape deduction: https://t.co/0jIV40V2be