Claude Skills for a Data Scientist / ML — Page 10
DOCA Bench Extension Builder
Build, load, smoke-test, and debug custom doca-bench plug-ins for workloads beyond built-in modes.
Synthetic Brain MRI Generator
Generate synthetic brain MRI volumes through NVIDIA’s documented workflow.
TAO Video Reasoning Annotation Pipeline
Convert raw videos into chain-of-thought training data.
TAO VCN Sample Router
Routes visual-defect gap samples to eligible mining and synthetic-anomaly modules.
TAO NVDINOv2 Visual Representation Training
Train reusable visual features with label-free teacher-student distillation.
TAO RT-DETR Object Detection
Guides NVIDIA TAO workflows for training and deploying real-time RT-DETR detectors.
cuTile Python-to-Julia Converter
Port cuTile Python GPU kernels into tested cuTile.jl Julia implementations.
PAIDF AnomalyGen
Fine-tune, generate, evaluate, and refine synthetic anomaly images.
HSB QA Test Runner
Filter, execute, and report automatable QA tests on Holoscan Sensor Bridge development hardware.
TAO Video Action Recognition
Train, evaluate, export, and run inference for RGB, optical-flow, and multi-stream video action models with NVIDIA TAO.
TAO Deformable DETR Object Detection
Guides end-to-end training, evaluation, export, quantization, and deployment of lightweight Deformable DETR detectors in NVIDIA TAO.
i4h Agentic Workflow Guide
Navigate supported medical-robotics environments, policies, and workflow stages.
cuOpt REST Server Deployment & Python Client
Deploy NVIDIA cuOpt as a REST service and call it with Python, curl, or another client.
Holoscan Sensor Bridge App Runner
Find, run, and debug HSB examples on a connected development kit.
RAGAS RAG Quality Evaluator
Benchmark retrieval-augmented generation quality against filesystem datasets.
TAO AOI Image Mining
Embed target and source images with one encoder, then mine deduplicated nearest-neighbour AOI images for augmentation.
Catheter Navigation E2E Smoke Test
Runs the Isaac for Healthcare v0.7 catheter workflow from setup verification through digital-twin DRR rendering and unit tests.
NeMo MBridge Training Guide
Run Megatron-LM and Megatron Bridge training and verify whether their loss curves match.
cuTile Python Kernel Assistant
Guides developers in writing, debugging, validating, and optimizing high-performance cuTile GPU kernels.
TileGym cuTile Kernel Optimizer
Systematically reduce cuTile GPU kernel latency through profiling, bottleneck diagnosis, and controlled tuning.
i4H Dataset Annotation Workflow
Use a vision-language model to verify task success and filter episodes for fine-tuning.
Earth2Studio Data Source Builder
Connect remote weather data to Earth2Studio with tested source wrappers.
TAO VCN Classification Gap Analysis
Find the weakest VCN classification samples and turn them into augmentation targets.
I4H Dataset Converter
Convert Isaac for Healthcare HDF5 recordings into training-ready LeRobot datasets.