REPO·RANK #165·1/6 firing·Python
Rank#165Python
Cross-signal1.00 / 6.0
Single-channel signal so far. GitHub picked up +40 stars in 24h. Reddit, Bluesky and Dev.to are still cold — typical for a niche project at this stage.
Cross-signal · 30D+0
GitHubFIRING+40 stars24h
HackerNewsQUIET0 posts7d
RedditQUIET0 posts7d
BlueskyQUIET0 posts7d
Dev.toQUIET0 posts7d
XFIRING73 posts7d
Stars1.7k+154 7d+40 today
Forks84+0 7d5% fork ratio
Contribs3+0 30dsolo-led
Momentum25.94.7stars-velocity score
SurfaceTHIN1 / 6last commit 7h ago
Coverage2 / 13 sources fired (7d)
·73
walkinglabs/hands-on-modern-rl sits at 1,663 GitHub stars with steady Python traction — organic growth keeps it on the trending list.
// 01 · GITHUB MOMENTUM
25.9
+40 stars 24h | +154 7d
// 02 · MENTIONS
5
5 in 24h | 1 source
// 03 · CROSS-SIGNAL
1.00
1/6 channels firing
// 04 · PACKAGE ADOPTION
-
no linked package yet
// 05 · PROJECT SURFACE
thin
last commit 7h ago
// 01
Breakdown
How is this scored?
- 6.0
- strong signal across ≥5 of 6 channels
- 5.0
- strong signal across ≥4 of 6 channels
- 4.0
- strong signal across ≥3 of 6 channels
- 3.0+
- active on 2+ channels
- <1.0
- low or no cross-channel activity
Each channel contributes 0-1. Per-channel tiers: GitHub (breakout 1.0 / hot 0.7 / rising 0.4), HN (front-page 1.0 / ≥3 mentions 0.7 / 1-2 mentions 0.4), Bluesky (≥5 mentions 1.0 / 2-4 0.7 / 1 0.4), dev.to (≥3 articles 1.0 / 2 0.7 / 1 0.4), Reddit (corpus-normalized 48h velocity), X (≥10 mentions 24h 1.0 / 3-9 0.7 / 1-2 0.4).
- GitHub momentum0.00
- Reddit0.00
- HackerNews0.00
- Bluesky0.00
- dev.to0.00
- X (Twitter)1.00
* Reddit bar shows a per-repo velocity proxy (raw score / 100); the score formula uses the corpus-normalized version so a single repo's bar may not match its contribution to the corpus-wide ranking.
// KNOWN REPO · PACKAGE · LAUNCH · SITE SURFACES
GitHubwalkinglabs/hands-on-modern-rl1.7k starsWebsitewalkinglabs.github.iosite found; profile scan queued
Docspendingdocs scanner pending
npmnoneno linked npm package
ProductHuntnoneno launch linked
Paper/modelpendingHF/arXiv resolver not attached yet
// 02
Growth
Today
1.6k
+22 last 24h
7d
+136
9% wow
30d
+136
9% mom
Spike
+1.5k/d
3d ago · peak day
// 03
Mentions
// last scanreddit 29mhn 41mbluesky 1hdevto 3hph 3hnpm 12h
- X→ OPEN
花了段时间写了 RL 教程 Hands-On Modern RL，路线是从 CartPole + PPO 入门，然后到 LLM 后训练（RLHF、DPO、GRPO）、Agentic RL。代码先行，公式用来解释现象。英文版很快更新。 目前是草稿版本，RLHF、Agentic RL 部分本地审校中。 欢迎提 PR 或 Issue & 显卡支持： github.com/walkinglabs/hands…▶ Twitter1h ago - X→ OPEN
比较有趣的入门教程 该项目希望用一条更“实践优先”的路径来学习现代强化学习：从经典控制出发，逐步连接到 LLM 后训练基础、DPO/GRPO/RLVR、Agentic RL 和 VLM RL 等现代应用。 GitHub: github.com/walkinglabs/hands… WebPage: walkinglabs.github.io/hands-…▶ Twitter1h ago - X→ OPEN
Hands-On Modern RL: Open-source curriculum from basic RL to LLM alignment, RLVR, and agentic systems. Covers PPO, DPO, GRPO with line-by-line code walkthroughs. Interactive learning maps, Jupyter notebooks, and bilingual docs. 1,316 stars #ReinforcementLearning #LLM▶ Twitter1h ago - X→ OPEN
HANDS-ON MODERN RL DRAFT RELEASED New tutorial covers PPO, RLHF, and Agentic workflows. Code-first approach uses formulas to explain phenomena. English update pending while sections undergo local review.▶ Twitter1h ago - X→ OPEN
🐍 hands-on-modern-rl ⭐ 40 stars **"Guide complet du Reinforcement Learning moderne : théories et applications pratiques !"** #GitHub▶ Twitter1h ago
// 04
Context
Open-source lab for Agentic AI & RL — building projects, tutorials, and shared resources
- China
- 5 public repos
- 154 followers
- HKUDS/Vibe-TradingPython · 7.1k stars
"Vibe-Trading: Your Personal Trading Agent"
- HKUDS/nanobotPython · 42.3k stars
"🐈 nanobot: The Ultra-Lightweight Personal AI Agent"
- ZhuLinsen/daily_stock_analysisPython · 35.6k stars
LLM驱动的 A/H/美股智能分析：多数据源行情 + 实时新闻 + LLM决策仪表盘 + 多渠道推送，零成本定时运行，纯白嫖. LLM-powered stock analysis system for A/H/US markets.
- BlazeUp-AI/ObservalPython · 1.1k stars
Observal is an Observability and Evaluation platform for human-in-the-loop agents
- TauricResearch/TradingAgentsPython · 74.4k stars
TradingAgents: Multi-Agents LLM Financial Trading Framework
- datawhalechina/hello-agentsPython · 48.2k stars
📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程
// 05Deep dive
// STARS1.7k+154/ 7dJust updated
// FORKS84—/ 7dJust updated
// CONTRIBUTORS3—/ 30dJust updated
Open Issues4
Last Commit7h ago
Latest Release—
// TREND24h+407d+15430d0
X
Ranked confirmation layer for repo-specific X buzz in the last 24h.
Mentions 24h
5
Authors 24h
5
Engagement
2.2k
Peak hour
21:04
Score
75.5
Meaningful X activity confirmed. 5 matched posts across 5 authors.
Top matched posts
- @sanbuphy1.6k eng
花了段时间写了 RL 教程 Hands-On Modern RL，路线是从 CartPole + PPO 入门，然后到 LLM 后训练（RLHF、DPO、GRPO）、Agentic RL。代码先行，公式用来解释现象。英文版很快更新。 目前是草稿版本，RLHF、Agentic RL 部分本地审校中。 欢迎提 PR 或 Issue & 显卡支持： github.com/walkinglabs/hands…
mediumphrase1h agoopenMatched through a repo-specific project phrase query.
- @paperpaper886652 eng
比较有趣的入门教程 该项目希望用一条更“实践优先”的路径来学习现代强化学习：从经典控制出发，逐步连接到 LLM 后训练基础、DPO/GRPO/RLVR、Agentic RL 和 VLM RL 等现代应用。 GitHub: github.com/walkinglabs/hands… WebPage: walkinglabs.github.io/hands-…
mediumphrase1h agoopenMatched through a repo-specific project phrase query.
- @chenzeling43 eng
Hands-On Modern RL: Open-source curriculum from basic RL to LLM alignment, RLVR, and agentic systems. Covers PPO, DPO, GRPO with line-by-line code walkthroughs. Interactive learning maps, Jupyter notebooks, and bilingual docs. 1,316 stars #ReinforcementLearning #LLM
mediumphrase1h agoopenMatched through a repo-specific project phrase query.
- @Neural_Times2 eng
HANDS-ON MODERN RL DRAFT RELEASED New tutorial covers PPO, RLHF, and Agentic workflows. Code-first approach uses formulas to explain phenomena. English update pending while sections undergo local review.
mediumphrase1h agoopenMatched through a repo-specific project phrase query.
- @clxymox1 eng
🐍 hands-on-modern-rl ⭐ 40 stars **"Guide complet du Reinforcement Learning moderne : théories et applications pratiques !"** #GitHub
mediumphrase1h agoopenMatched through a repo-specific project phrase query.