Claude Skills for a Data Scientist / ML — Page 7
VSS Video Q&A
Answers visual questions by having an agent inspect a recorded video clip.
Catheter Navigation DRR Renderer
Generate a single digitally reconstructed radiograph from CT data or a synthetic phantom for fluoroscopy previews and renderer smoke tests.
i4h Catheter Navigation Workflow Guide
Orients agents to the right stage of NVIDIA’s endovascular catheter navigation workflow.
I4H Mimic Dataset Augmentation
Augment an existing HDF5 recording by cloning trajectories with action and state noise.
I4H Scene Editing Workflow
Edit existing Isaac for Healthcare scenes live through a controlled bridge session.
Isaac for Healthcare Workflow Validator
Run policy or state-machine rollouts and record verification episodes to HDF5.
DeepStream SOP Compliance Inference
Build and operate a GPU-accelerated service that checks industrial work-step order and SOP compliance in video.
DOCA PCC Custom Congestion Control
Guides host-side loading and troubleshooting of custom PCC algorithms on BlueField
DOCA Rivermax Receive Development
Guides developers through building, validating, and debugging DOCA Rivermax receive applications for real-time network streams.
Jetson Pinmux Customizer
Generate Jetson carrier pinmux BCT configuration from an XLSM.
Megatron-Core Linting & Formatting
Standardize Megatron-LM Python checks and formatting before code review.
NeMo MBridge Hierarchical Context Parallelism
Enable, troubleshoot, and verify hierarchical context parallelism in Megatron-Bridge.
NeMo-RL Auto Research
Turns NeMo-RL research goals into reproducible, iterative experiments.
NeMo-RL Session Memory
Preserve coding-agent context across interruptions, restarts, and handoffs.
NV Brain MRI Diffusion Fine-Tuner
Fine-tune the NV-Generate-CTMR diffusion UNet from NIfTI brain MRI training volumes.
TAO VLM Binary Gap Analyzer
Extract false-positive and false-negative cases from VLM yes/no predictions for downstream root-cause analysis.
TAO Hugging Face Model Integrator
Connect Hugging Face computer-vision models to NVIDIA TAO training, ONNX export, and TensorRT deployment workflows.
TAO AutoML + DEFT Three-Phase Pipeline
Chains hyperparameter tuning, iterative data improvement, and final refinement for AOI and other DEFT applications.
Mask Grounding DINO Training & Deployment
Train and deploy text-guided open-vocabulary instance segmentation models.
TileGym Transformers Kernel Integration
Integrate TileGym kernels into Hugging Face Transformers models without editing Transformers source.
Catheter Navigation Setup Verification
Checks host, GPU, and Python path readiness for catheter navigation.
Clinical ASR Fine-Tuning
Fine-tune Parakeet TDT v2 with NeMo for clinical vocabulary and close the loop with offline KER evaluation.
DOCA DPA High-Level Tracer
Capture and decode BlueField DPA programming events to diagnose kernel behavior, communication latency, and trace failures.
DOCA GPUNetIO WRITE Bandwidth Benchmark
Build, run, and interpret sustained RDMA WRITE bandwidth measurements driven by CUDA kernels through the DOCA GPUNetIO surface.