NeuralBlitz/Agent-Gateway

agentic-ai

Building autonomous AI agents capable of reasoning, planning, and executing multi-step tasks

原文语言：英语

few-shot-learning

Learning from a small number of examples per class using metric learning and meta-learning

原文语言：英语

generative-ai

Techniques and frameworks for generating new data instances that match the distribution of training data

原文语言：英语

large-language-models

Advanced techniques for training and fine-tuning transformer-based language models at scale

原文语言：英语

large-language-models

Foundational understanding and practical implementation of transformer-based language models

原文语言：英语

multi-modal-learning

Integrating and reasoning across multiple data modalities including text, images, audio, and video

原文语言：英语

self-supervised-learning

Learning representations from unlabeled data using pretext tasks and contrastive methods

原文语言：英语

zero-shot-learning

Recognizing classes without any training examples using semantic attributes and transfer learning

原文语言：英语

etl-pipelines

Extract, Transform, Load processes for moving data between systems

原文语言：英语

exploratory-data-analysis

Initial investigation of datasets to discover patterns and identify anomalies

原文语言：英语

feature-engineering

Creating and transforming features to improve machine learning model performance

原文语言：英语

numpy

Fundamental package for numerical computing with powerful N-dimensional array objects

原文语言：英语

scikit-learn

Machine learning library for Python with simple and efficient tools for data mining and analysis

原文语言：英语

active-learning

Intelligently selecting which samples to label to maximize model performance with minimal annotation

原文语言：英语

bayesian-machine-learning

Quantifying uncertainty and incorporating prior knowledge using probabilistic inference

原文语言：英语

curriculum-learning

Training models by presenting examples in order of increasing difficulty for better convergence

原文语言：英语

ensemble-methods

Combining multiple models to achieve better predictive performance than individual models

原文语言：英语

meta-learning

Learning to learn by acquiring knowledge across multiple tasks that transfers to new tasks

原文语言：英语

semi-supervised-learning

Leveraging both labeled and unlabeled data to improve model performance

原文语言：英语

transfer-learning

Applying knowledge learned from one task or domain to improve learning on related tasks

原文语言：英语

unsupervised-learning

Discovering hidden patterns in data without labeled examples using clustering and dimensionality reduction

原文语言：英语

better-auth-best-practices

Skill for integrating Better Auth - the comprehensive TypeScript authentication framework.

原文语言：英语

brainstorming

You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.

原文语言：英语

browser-use

Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, or extract information from web pages.

原文语言：英语

bioinformatics

Computational biology tools including sequence alignment, phylogenetic analysis, genome assembly, variant calling, and biological database queries for computational research.

原文语言：英语

cell-biology

Cell biology fundamentals including cell structure, membrane transport, cell signaling, cell cycle, apoptosis, and microscopy techniques for life science applications.

原文语言：英语

genetics

Classical and molecular genetics including Mendelian inheritance, population genetics, genetic linkage, mutation analysis, and evolutionary genetics for biological research.

原文语言：英语

molecular-biology

Molecular biology techniques including PCR, cloning, sequencing, gene expression, CRISPR, and cell culture for biotechnology applications.

原文语言：英语

analytical-chemistry

Quantitative and qualitative analysis of chemical substances using laboratory techniques and instrumentation

原文语言：英语

biochemistry

Biological chemistry including enzyme kinetics, metabolic pathways, protein structure, nucleic acid biochemistry, and molecular biology techniques for life science applications.

原文语言：英语

inorganic-chemistry

Inorganic chemistry fundamentals including coordination compounds, organometallic chemistry, crystal field theory, transition metal chemistry, and spectroscopy for chemistry applications.

原文语言：英语

organic-chemistry

Organic chemistry fundamentals including functional groups, reaction mechanisms, stereochemistry, synthesis planning, and molecular structure for chemistry applications.

原文语言：英语

physical-chemistry

Physical chemistry including quantum chemistry, molecular structure, spectroscopy, thermodynamics, and reaction kinetics for chemistry research applications.

原文语言：英语

cloud-security

Comprehensive cloud security practices including identity, network, data, and compliance controls

原文语言：英语

edge-computing

Distributed computing paradigm processing data closer to its source for reduced latency and bandwidth

原文语言：英语

multi-cloud

Expert-level knowledge and advanced techniques for Multi Cloud

原文语言：英语

serverless

Core foundational concepts and principles for Serverless

原文语言：英语

service-mesh

Service mesh infrastructure for microservices communication, observability, and traffic management

原文语言：英语

automata-theory

Study of abstract machines and computation models including finite automata, pushdown automata, Turing machines, regular languages, context-free languages, and computational limits

原文语言：英语

compilers

Design and implementation of compiler technology including lexical analysis, parsing, code generation, and optimization for translating high-level programming languages into efficient machine code

原文语言：英语