Claude Skills for a Data Scientist / ML — Page 2
NeMo MBridge Parallelism Strategy Guide
Choose, combine, and validate Megatron Bridge parallelism configurations.
NV-Segment-CT Fine-Tuning
Fine-tune NV-Segment-CT VISTA3D on labeled CT NIfTI datasets.
TAO DINO Object Detection
Run NVIDIA TAO workflows for training and deploying DINO 2D object detectors.
NVIDIA cuDF DataFrame Guide
Helps pandas users write correct, high-performance GPU DataFrame code with NVIDIA cuDF.
cuPyNumeric Migration Readiness
Assess whether NumPy code is ready to scale on GPUs before committing to a substantial cuPyNumeric port.
DOCA AES-GCM Acceleration
Configure, validate, and debug DOCA AES-GCM offload on BlueField DPUs and ConnectX NICs.
DOCA RDMA Initiator
Guides accelerator-initiated one-sided RDMA development on the DPA datapath.
DOCA Environment Setup
Verify, prepare, and troubleshoot the DOCA environment while routing workloads to the right deployment path.
Jetson PCIe Controller Customizer
Configure per-controller PCIe state, lane width, and link speed on custom Jetson Thor or Orin carriers.
Jetson Target Platform Initializer
Create a Jetson target-platform profile for a reference devkit or custom carrier and update the active pointer.
CODEOWNERS PR Splitter
Split large pull requests by CODEOWNERS groups to reduce review burden while keeping each PR independently mergeable.
NeMo MBridge MoE Expert-Parallel Overlap
Configure, validate, and troubleshoot MoE expert-parallel communication overlap in Megatron-Bridge.
NeMo MBridge MoE VLM Training Guide
Guides FSDP and 3D-parallel choices and tuning for MoE vision-language model training.
NeMo MBridge Training Resiliency
Configure fault recovery and hang detection for Megatron Bridge distributed training.
NeMo Relay Migration Assistant
Safely migrate NeMo Flow projects to NeMo Relay.
NeMo Relay Adaptive Tuning
Tune NeMo Relay plugin behavior from runtime signals with measured, reversible rollouts.
Nemotron Customization Pipelines
Plan, configure, and chain existing Nemotron steps for data preparation, training, alignment, conversion, optimization, and evaluation.
NV-Generate-MR
Generate synthetic body MRI volumes through NVIDIA’s rflow-mr workflow.
cuOpt Multi-Objective Explorer
Map Pareto tradeoffs between competing objectives with cuOpt.
cuPyNumeric Installation Guide
Guides safe cuPyNumeric installation and verifies that it actually works.
DOCA RDMA Programming Guide
Helps developers build, configure, and debug DOCA RDMA applications on BlueField, ConnectX, and DOCA hosts.
DOCA SHA Acceleration
Guidance for offloading SHA hashing to NVIDIA BlueField and ConnectX hardware.
DOCA Verbs Raw RDMA Control
Guides DOCA developers who genuinely need low-level verbs control, porting, and diagnosis.
Earth2Studio Diagnostic Builder
Build Earth2Studio wrappers for single-step diagnostic data transformations.