This repository contains a comprehensive computer vision/machine learning football project that uses YOLO for object detection, Kmeans for pixel segmentation, optical flow for motion tracking, and …

rustでAtCoderをするための環境設定。便利な機能を随時追加していきます。詳細は以下のリンクから。(Setup environment for AtCoder in rust. Useful features will be added from time to time. For more information, please visit the following links.)

VIP cheatsheets for Stanford's CS 229 Machine Learning

Code-server container for Competitive Programming.

C++, Python3, Rust environment for AtCoder.

AtCoder with C++, Go, & Rust

MLコンペ用テンプレート

Software design principles for machine learning applications

building machine learning system

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

Tools for merging pretrained large language models.

LLM101n: Let's build a Storyteller

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴

DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

An implementation of a small TCP/IP protocol stack for learning.

machine learning system examples

拙著『競技プログラミングの鉄則』（2022/9/16 発売）の GitHub ページです。演習問題の解答や、C++ 以外のソースコードなどが掲載されています。ぜひご活用ください。

My new AtCoder solution (C++)

System design patterns for machine learning

Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)

Ongoing research training transformer models at scale

My training code which is used in 4th place solution in kaggle「CommonLit - Evaluate Student Summaries」.

🥈42nd place in CommonLit Readability Prize competition🥈