🔥 Comprehensive survey on Context Engineering: from prompt engineering to production-grade AI systems. hundreds of papers, frameworks, and implementation guides for LLMs and AI agents.
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A fast, lightweight, dependency free, native scrolling carousel alternative!
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
Pixel graphics in terminal with unicode braille characters
Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.
- deep-learning
- machine-learning
- ml-platform
- ml-infrastructure
algorithms playground for common questions
Carefully curated resource links for data science in one place
A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.
- computer-science
- ranking
- computer-science-rankings
- faculty
Tutorial material on the scientific Python ecosystem
A modern port of Turbo Vision 2.0, the classical framework for text-based user interfaces. Now cross-platform and with Unicode support.
A curated list of the latest breakthroughs in AI (in 2022) by release date with a clear video explanation, link to a more in-depth article, and code.
Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential equations (SDEs), delay differential equations (DDEs), differential-algebraic equations (DAEs), and more in Julia.
- differential-equations
- differentialequations
- julia
- ode
PDF scientific paper translation with preserved formats - 基于 AI 完整保留排版的 PDF 文档全文双语翻译，支持 Google/DeepL/Ollama/OpenAI 等服务，提供 CLI/GUI/Docker
A python library for decision tree visualization and model interpretation.
A high performance implementation of HDBSCAN clustering.
- machine-learning
- machine-learning-algorithms
- clustering
- clustering-algorithm
NMA Computational Neuroscience course
- neuroscience
- machine-learning
- dynamic-systems
- stochastic-processes
a delightful machine learning tool that allows you to train, test, and use models without writing code
- machine-learning
- machinelearning
- machine-learning-algorithms
- machine-learning-library
120 marketing skills as an AI marketing staff — plugin, portable skills, or an 8-bot team across 7 disciplines (narrative, SEO/GEO, social, email, paid, influencer, launch) on one contract, with 8 auditor gates: TALE · CORE-EEAT · CITE · ECHO · SEND · ROAS · STAR · RAMP.
- geo
- seo
- agent-skills
- content-optimization
Interactive and Reactive Data Science using Scala and Spark.
- apache-spark
- notebook
- scala
- data-science
Visualize and compare datasets, target values and associations, with one line of code.
- pandas-dataframe
- eda
- pandas
- data-exploration
Machine learning glossary
HeavyDB (formerly MapD/OmniSciDB)
- gpu
- database
- olap
- visualization
AI Multi-Agent Framework in .NET
相当不错的图书，例如《数学之美》《提问的智慧》《软件工程可靠性》《时间简史》《毛泽东选集【全四卷】》《浪潮之巅》《金字塔原理》《TCP/IP卷一/卷二/卷三》《[荐]深入浅出设计模式》等；一些大的上传受限制的文件《图解TCP_IP_第5版》等在README
- books
- computer-science
- learning-resources
- networking