cat ~/最新

react-native-expo @ovachiever

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react-modernization @ovachiever

Upgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent...

react-hook-form-zod @ovachiever

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rdkit @ovachiever

Cheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA),...

ray-train @ovachiever

Distributed training orchestration across clusters. Scales PyTorch/TensorFlow/HuggingFace from laptop to 1000s of...

ray-data @ovachiever

Scalable data processing for ML workloads. Streaming execution across CPU/GPU, supports Parquet/CSV/JSON/images....

rag-implementation @ovachiever

Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search....

raffle-winner-picker @ovachiever

Picks random winners from lists, spreadsheets, or Google Sheets for giveaways, raffles, and contests. Ensures fair,...

quality-manager-qms-iso13485 @ovachiever

ISO 13485 Quality Management System specialist for medical device companies. Provides QMS implementation,...

quality-manager-qmr @ovachiever

Senior Quality Manager Responsible Person (QMR) for HealthTech and MedTech companies. Provides overall quality...

quality-documentation-manager @ovachiever

Senior Quality Documentation Manager for comprehensive documentation control and regulatory document review....

qms-audit-expert @ovachiever

Senior QMS Audit Expert for internal and external quality management system auditing. Provides ISO 13485 audit...

pytorch-lightning @ovachiever

Deep learning framework (PyTorch Lightning). Organize PyTorch code into LightningModules, configure Trainers for...

pytorch-fsdp @ovachiever

Expert guidance for Fully Sharded Data Parallel training with PyTorch FSDP - parameter sharding, mixed precision,...

python-testing-patterns @ovachiever

Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when...

python-performance-optimization @ovachiever

Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when...

python-packaging @ovachiever

Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI....

pytdc @ovachiever

Therapeutics Data Commons. AI-ready drug discovery datasets (ADME, toxicity, DTI), benchmarks, scaffold splits,...

pysam @ovachiever

Genomic file toolkit. Read/write SAM/BAM/CRAM alignments, VCF/BCF variants, FASTA/FASTQ sequences, extract regions,...

pyopenms @ovachiever

Python interface to OpenMS for mass spectrometry data analysis. Use for LC-MS/MS proteomics and metabolomics...

pymoo @ovachiever

Multi-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint handling, benchmarks...

pymc-bayesian-modeling @ovachiever

Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison,...

pymatgen @ovachiever

Materials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Project...

pylabrobot @ovachiever

Laboratory automation toolkit for controlling liquid handlers, plate readers, pumps, heater shakers, incubators,...