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Ezekiel's Projects

aml-numerai icon aml-numerai

Applying machine leaning to predict the stock market

ecs-refarch-cloudformation icon ecs-refarch-cloudformation

A reference architecture for deploying containerized microservices with Amazon ECS and AWS CloudFormation (YAML)

megatron-lm icon megatron-lm

Ongoing research training transformer models at scale

pangolearn icon pangolearn

Store of the trained model for pangolin to access.

pastml icon pastml

Ancestral character reconstruction and visualisation for rooted phylogenetic trees

prottrans icon prottrans

ProtTrans is providing state of the art pretrained language models for proteins. ProtTrans was trained on thousands of GPUs from Summit and hundreds of Google TPUs using Transformers Models.

sophie2 icon sophie2

SOcial and PHilogenetic Investigation of Epidemics

tuning_playbook icon tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

vespa icon vespa

VESPA is a simple, yet powerful Single Amino Acid Variant (SAV) effect predictor based on embeddings of the Protein Language Model ProtT5.

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