papers-I-read
shagunsodhani/papers-I-read
A curated collection of research paper summaries and notes focusing primarily on machine learning, artificial intelligence, and distributed systems.
954 80No licenseUpdated 2024-07-05
49
FairOverview
This repository provides a structured reading list and curated notes on foundational and modern academic papers covering machine learning, deep learning, reinforcement learning, continual learning, and distributed systems architecture. It serves as a personal reading initiative turned reference index for complex technical literature.
Capabilities
- ▸Accessing a curated reading list of ML and systems papers
- ▸Reviewing summaries and notes on specific academic literature
- ▸Tracking a structured paper-a-week reading initiative
Best for
Discovering seminal research papers in artificial intelligence and machine learning, Reviewing concise summaries and notes on advanced ML topics, Studying system design principles and distributed storage architecture
Works with
ChatGPTClaude CodeCursorGitHub CopilotGemini CLI
Evoa Score breakdown= Σ (score × weight)
49Task usefulness20%65 → +13.0
実タスクにどれだけ役立つか（機能の豊富さ・用途の明確さ）。 — AIによるcapabilities/use-cases解析
Code quality15%70 → +10.5
実装・指示の品質。 — AIによるSKILL.md/README解析
Maintenance15%10 → +1.5
リポジトリがどれだけ活発に保守されているか。 — GitHub 最終push日時の新しさ
Documentation12%25 → +3.0
ドキュメントの充実度・分かりやすさ。 — README/独自要約の情報量
Security15%100 → +15.0
危険・不審な挙動が無いか。 — AIによるセキュリティレビュー
Originality10%40 → +4.0
ありふれたラッパーではない独自性。 — AIによる独自性判定
Popularity8%76 → +6.1
コミュニティの採用度。 — GitHub Stars/Forks（対数スケール）
Compatibility5%100 → +5.0
対応AIエージェントの広さ。 — AIによる対応エージェント判定
Weighted total58.1 / 100
ライセンス不明/制限あり（Red）のSkillは総合スコアに0.85倍の補正を適用します。 ランキングはこのScoreのみで決まり、広告で変わりません。 算出方法の詳細 →
Security considerations
No security risks identified as this is purely a static list of reading materials and notes.
Categories
Summary and analysis are original content generated by AI Skills Rank. The skill's source text is not reproduced here — view it on the linked repository.