Claude Skills for a Data Scientist / ML — Page 5
Megatron FSDP Configuration and Performance Guide
Enable, troubleshoot, and verify Megatron FSDP in Megatron-Bridge.
Megatron-Bridge Communication Overlap Guide
Configure and verify TP, DP, and PP communication overlap in Megatron-Bridge training.
NVIDIA Skill Finder
Finds the right NVIDIA agent skill for product, hardware, and workflow requests.
TAO DAFT Dataset Converter
Guides AI agents through tao-daft conversion between supported NVIDIA TAO DAFT dataset formats.
TAO AutoML Tuning
Run governed hyperparameter optimization for NVIDIA TAO networks across supported SDK platforms.
TAO Sparse4D Training Skill
Guides agents through training, evaluation, export, quantization, and inference for multi-camera temporal 3D detection and tracking.
VSS Video Analytics Query
Read video-analytics incidents, metrics, alerts, and sensor data through VA-MCP.
AutoMagicCalib Video Calibration
Turn local multi-camera MP4 recordings into AutoMagicCalib calibration results through a REST API.
cuOpt Python Routing
Model and solve TSP, VRP, and pickup-and-delivery routes with the cuOpt Python API.
DeepStream Pipeline Builder
Collects pipeline requirements interactively, then generates and validates runnable GStreamer inference pipelines for NVIDIA DeepStream.
DICOM CT Series to NIfTI Volume
Converts one CT DICOM series into a HU NIfTI volume with affine evidence.
DOCA Comch Host–DPU Messaging
Guides developers through configuring, building, and debugging Comch messaging between a host and a BlueField DPU.
DOCA Flow DPA Provider
Guides developers in exporting DOCA Flow pipes and resources into BlueField DPA for direct kernel-side access and mutation.
DOCA Device Management Development Skill
Programmatically manage BlueField and ConnectX state through the DOCA C API.
DOCA Version Consistency Assistant
Verifies DOCA version sources and host–BlueField consistency while diagnosing build-versus-runtime drift.
Earth2Studio Deterministic Forecast
Build single-member weather forecast inference scripts with Earth2Studio.
Jetson Custom Carrier Derivation
Derive a custom Jetson carrier-board fileset from a reference devkit and wire carrier differences through a device-tree overlay.
NeMo Data Designer Synthetic Data Skill
Build synthetic datasets and declarative data-generation pipelines from a natural-language description.
NeMo MBridge MoE Performance Workflow
Systematically diagnose and improve MoE training throughput in Megatron Bridge.
NeMo MBridge Recipe Recommender
Recommends adjustable Megatron Bridge recipes for your model, GPU budget, and training goal.
NV-Segment-CTMR Medical Image Segmentation
Run CT or MRI NIfTI segmentation and capture inspectable label-map evidence.
Cosmos-Embed Video Retrieval & Fine-Tuning
Use Cosmos-Embed1 to embed, retrieve, deduplicate, and fine-tune video-text data.
Cosmos Reason Video QA Fine-Tuning
A Cosmos-RL playbook for FSDP-based SFT, LoRA, evaluation, and AutoML of Cosmos3-Nano video QA models.
OCDNet Scene Text Detection
Train and deploy arbitrary-oriented scene text detectors with NVIDIA TAO Toolkit.