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Bringing thousands of learners together to unpack DeepInfer through peer-reviewed explanations, documentation, and hands-on examples.

达里奥创世录:一部画面和声音全由代码生成的 AI 短片(Claude / GPT 分工制作)· 源码、声音合成器与制作经验

A curated, opinionated list of best-in-class books for modern software development, popular programming languages, and AI/ML.

  • ai-books
  • books
  • devbook
  • gobooks

In this project, the Pacman agent will find paths through his maze world, both to reach a particular location and to collect food efficiently. I implemented general search algorithms such as depth-first, breadth-first, uniform cost, and A* search algorithms which are used to solve navigation problems in the Pacman world.

Support vector machines (SVMs) and related kernel-based learning algorithms are a well-known class of machine learning algorithms, for non-parametric classification and regression. liquidSVM is an implementation of SVMs whose key features are: fully integrated hyper-parameter selection, extreme speed on both small and large data sets, full flexibility for experts, and inclusion of a variety of different learning scenarios: multi-class classification, ROC, and Neyman-Pearson learning, and least-squares, quantile, and expectile regression.

:chart_with_upwards_trend: A live cryptocurrency historical trade data blotter. Download live historical trade data from any cryptoexchange, be it for machine learning, backtesting/visualizing trading strategies or for Quantopian/Zipline.

Python Frontend to Algorithms of the Algorithm Engineering Group Heidelberg

  • combinatorial-optimization
  • community-detection
  • dynamic-graphs
  • edge-orientation