Robuta

https://nvidianews.nvidia.com/news/nvidia-launches-bionemo-agent-toolkit-giving-ai-agents-the-tools-to-accelerate-scientific-discovery NVIDIA Announces BioNeMo Agent Toolkit — Tools for Agents to Accelerate Scientific Discovery |... NVIDIA today announced NVIDIA BioNeMo Agent Toolkit, which provides domain-specific tools and skills for the agentic life sciences era. https://nvidia.github.io/bionemo-framework/main/about/background/megatron_datasets/ Megatron Dataset Considerations - BioNeMo megatrondatasetconsiderationsbionemo https://nvidia.github.io/bionemo-framework/main/references/API_reference/bionemo/moco/interpolants/discrete_time/utils/ Utils - BioNeMo utilsbionemo https://nvidia.github.io/bionemo-framework/main/recipes/ Home - BioNeMo bionemo https://nvidia.github.io/bionemo-framework/main/developer-guide/bionemo-recipeutils/bionemo-recipeutils-Overview/ bionemo-recipeutils - BioNeMo bionemo https://nvidia.github.io/bionemo-framework/main/examples/bionemo-moco/examples/continuous_data_interpolant_tutorial_ddpm/ Building Generative Models for Continuous Data via Continuous Interpolants - BioNeMo generative modelscontinuous databuildingviabionemo https://nvidia.github.io/bionemo-framework/main/examples/codonfm_ptl_te/notebooks/3-Zero-Shot-Mutation-Variant-Clinvar-Synonymous/ 3-Zero-Shot-Mutation-Variant-Clinvar-Synonymous - BioNeMo zero shotmutationvariantclinvarsynonymous https://nvidia.github.io/bionemo-framework/main/references/API_reference/bionemo/moco/schedules/noise/continuous_noise_transforms/ Continuous noise transforms - BioNeMo continuousnoisetransformsbionemo https://nvidia.github.io/bionemo-framework/models/ESM-2/ Model Overview - BioNeMo model overviewbionemo https://nvidia.github.io/bionemo-framework/main/recipes/recipes/opengenome2_llama_native_te/ TransformerEngine-accelerated Llama 3 training for OpenGenome2 - BioNeMo training foracceleratedllamabionemo https://nvidia.github.io/bionemo-framework/main/references/API_reference/bionemo/scdl/io/single_cell_memmap_dataset/ Single cell memmap dataset - BioNeMo single celldatasetbionemo https://nvidia.github.io/bionemo-framework/main/recipes/recipes/codonfm_ptl_te/notebooks/0-Zero-Shot-Mutation-Variant-CancerHotspot/ 0-Zero-Shot-Mutation-Cancer-Hotspot - BioNeMo zero shotmutationcancerhotspotbionemo https://nvidia.github.io/bionemo-framework/main/recipes/recipes/evo2_megatron/examples/fine-tuning-tutorial/ Fine tuning tutorial - BioNeMo fine tuningtutorialbionemo https://nvidia.github.io/bionemo-framework/main/references/API_reference/bionemo/moco/interpolants/discrete_time/discrete/d3pm/ D3pm - BioNeMo bionemo https://nvidia.github.io/bionemo-framework/main/references/API_reference/bionemo/moco/distributions/prior/discrete/uniform/ Uniform - BioNeMo uniformbionemo https://nvidia.github.io/bionemo-framework/main/references/API_reference/bionemo/scdl/util/memmap_utils/ Memmap utils - BioNeMo utilsbionemo https://resources.nvidia.com/healthcare-nvidia-portal/col/27838fa2-62e6-4139-a60c-3dae22d78d13/hc-solution-overview-7 NVIDIA BioNeMo on DGX Solution Overview NVIDIA BioNeMo is a generative AI platform for drug discovery that simplifies and accelerates the training of models on proprietary data, ensuring easy,... nvidiabionemodgxsolutionoverview https://nvidia.github.io/bionemo-framework/main/examples/bionemo-moco/examples/continuous_data_interpolant_tutorial_vdm/ Building Generative Models for Continuous Data via Continuous Interpolants - BioNeMo generative modelscontinuous databuildingviabionemo https://nvidia.github.io/bionemo-framework/main/getting-started/initialization-guide/ Initialization Guide - BioNeMo initializationguidebionemo https://nvidia.github.io/bionemo-framework/main/references/API_reference/bionemo/core/utils/dtypes/ Dtypes - BioNeMo dtypesbionemo https://nvidia.github.io/bionemo-framework/main/references/API_reference/bionemo/scdl/schema/magic/ Magic - BioNeMo magicbionemo https://nvidia.github.io/bionemo-framework/main/recipes/recipes/codonfm_ptl_te/notebooks/2-Zero-Shot-Mutation-Variant-Clinvar-Alphamissense/ 2-Zero-Shot-Mutation-Variant-Clinvar-Alphamissense - BioNeMo zero shotmutationvariantclinvarbionemo https://nvidia.github.io/bionemo-framework/main/references/API_reference/bionemo/moco/schedules/noise/continuous_snr_transforms/ Continuous snr transforms - BioNeMo continuoussnrtransformsbionemo https://nvidia.github.io/bionemo-framework/main/references/API_reference/bionemo/size_aware_batching/sampler/ Sampler - BioNeMo samplerbionemo https://nvidia.github.io/bionemo-framework/main/examples/bionemo-moco/examples/discrete_data_interpolant_tutorial/ Building Generative Models for Discrete Data via Discrete Interpolants - BioNeMo generative modelsbuildingdiscretedatavia https://resources.nvidia.com/gen-ai-microservices-with-bionemo/watch-105 Generative AI Microservices for Virtual Screening with NVIDIA BioNeMo generative aivirtual screeningmicroservicesnvidiabionemo https://nvidia.github.io/bionemo-framework/main/examples/bionemo-moco/examples/ot_sampler_tutorial/ Optimal Transport Samplers Tutorial - BioNeMo optimal transportsamplerstutorialbionemo https://nvidia.github.io/bionemo-framework/main/recipes/recipes/codonfm_native_te/ TransformerEngine-accelerated CodonFM training with native PyTorch training loop - BioNeMo acceleratedtrainingnativepytorchloop https://nvidia.github.io/bionemo-framework/main/recipes/recipes/llama3_native_te/ TransformerEngine-accelerated Llama 3 training with native PyTorch training loop - BioNeMo acceleratedllamatrainingnativepytorch https://nvidia.github.io/bionemo-framework/main/references/API_reference/bionemo/scdl/util/filecopyutil/ Filecopyutil - BioNeMo bionemo https://nvidia.github.io/bionemo-framework/main/references/API_reference/bionemo/core/data/multi_epoch_dataset/ Multi epoch dataset - BioNeMo multiepochdatasetbionemo https://nvidia.github.io/bionemo-framework/main/examples/bionemo-evo2/examples/configs/ Index - BioNeMo indexbionemo