# thada2402

> Open-source publisher. Listings imported from github.com/thada2402 — credited to the original author with their license.

- **Listings:** 12
- **Total installs:** 0
- **Profile:** https://agentstack.voostack.com/s/thada2402
- **Website:** https://github.com/thada2402

## Published listings

- [Cv Classification](https://agentstack.voostack.com/l/skill-thada2402-autoresearchclaw-cv-classification) — Skill · Free · security-reviewed — `agentstack add skill-thada2402-autoresearchclaw-cv-classification`
  Best practices for image classification tasks. Use when working on CIFAR, ImageNet, or other classification benchmarks.
- [Nlp Alignment](https://agentstack.voostack.com/l/skill-thada2402-autoresearchclaw-nlp-alignment) — Skill · Free · security-reviewed — `agentstack add skill-thada2402-autoresearchclaw-nlp-alignment`
  Best practices for LLM alignment techniques including RLHF, DPO, and instruction tuning. Use when working on alignment or safety.
- [Meta Analysis](https://agentstack.voostack.com/l/skill-thada2402-autoresearchclaw-meta-analysis) — Skill · Free · security-reviewed — `agentstack add skill-thada2402-autoresearchclaw-meta-analysis`
  Statistical methods for combining results across multiple studies. Use when aggregating cross-study or cross-experiment results.
- [Nlp Pretraining](https://agentstack.voostack.com/l/skill-thada2402-autoresearchclaw-nlp-pretraining) — Skill · Free · security-reviewed — `agentstack add skill-thada2402-autoresearchclaw-nlp-pretraining`
  Best practices for language model pretraining and fine-tuning. Use when generating or reviewing NLP training code.
- [Rl Policy Optimization](https://agentstack.voostack.com/l/skill-thada2402-autoresearchclaw-rl-policy-optimization) — Skill · Free · security-reviewed — `agentstack add skill-thada2402-autoresearchclaw-rl-policy-optimization`
  Best practices for reinforcement learning policy optimization. Use when working on RL agents, PPO, SAC, or reward design.
- [Pytorch Training](https://agentstack.voostack.com/l/skill-thada2402-autoresearchclaw-pytorch-training) — Skill · Free · security-reviewed — `agentstack add skill-thada2402-autoresearchclaw-pytorch-training`
  Best practices for building robust PyTorch training loops. Use when generating or reviewing ML training code.
- [Experimental Design](https://agentstack.voostack.com/l/skill-thada2402-autoresearchclaw-experimental-design) — Skill · Free · security-reviewed — `agentstack add skill-thada2402-autoresearchclaw-experimental-design`
  Best practices for designing reproducible ML experiments. Use when planning ablations, baselines, or controlled experiments.
- [Systematic Review](https://agentstack.voostack.com/l/skill-thada2402-autoresearchclaw-systematic-review) — Skill · Free · security-reviewed — `agentstack add skill-thada2402-autoresearchclaw-systematic-review`
  Structured methodology for comprehensive literature review following PRISMA guidelines. Use during literature search and screening stages.
- [Distributed Training](https://agentstack.voostack.com/l/skill-thada2402-autoresearchclaw-distributed-training) — Skill · Free · security-reviewed — `agentstack add skill-thada2402-autoresearchclaw-distributed-training`
  Multi-GPU and distributed training patterns with PyTorch DDP. Use when scaling training across GPUs.
- [Mixed Precision](https://agentstack.voostack.com/l/skill-thada2402-autoresearchclaw-mixed-precision) — Skill · Free · security-reviewed — `agentstack add skill-thada2402-autoresearchclaw-mixed-precision`
  Use FP16/BF16 mixed precision to accelerate training and reduce memory. Use when optimizing GPU performance.
- [Cv Detection](https://agentstack.voostack.com/l/skill-thada2402-autoresearchclaw-cv-detection) — Skill · Free · security-reviewed — `agentstack add skill-thada2402-autoresearchclaw-cv-detection`
  Best practices for object detection tasks. Use when working on COCO, VOC, or detection architectures like YOLO and DETR.
- [Data Loading](https://agentstack.voostack.com/l/skill-thada2402-autoresearchclaw-data-loading) — Skill · Free · security-reviewed — `agentstack add skill-thada2402-autoresearchclaw-data-loading`
  Optimize data loading pipeline to prevent GPU starvation. Use when setting up DataLoader or data preprocessing.

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