LLM News

Stay updated with the latest AI/ML tools, research papers, and trends

Last updated: 2026-05-13 00:24:36

Trending AI/ML Projects

75 repositories

AIDC-AI/Pixelle-Video

Python 15551 +4480 640 stars in last 24h

🚀 AI 全自动短视频引擎 | AI Fully Automated Short Video Engine

aigc comfyui image-generation tts video-generation
Documentation Wiki documentation available and README documentation available
Click to view documentation
Last commit: May 06, 2026
AI relevance:
1.0

AkashSingh3031/The-Complete-FAANG-Preparation

Jupyter Notebook 11917 +43 43 stars in last 24h

Dive into this repository, a comprehensive resource covering Data Structures, Algorithms, 450 DSA by Love Babbar, Striver DSA sheet, Apna College DSA Sheet, and FAANG Questions! 🚀 That's not all! We've got Technical Subjects like Operating Systems, DBMS, SQL, Computer Networks, and Object-Oriented Programming, all waiting for you.

Updated recently
AI relevance:
0.8

Alishahryar1/free-claude-code

Python 24022 +22043 734 stars in last 24h

Use claude-code for free in the terminal, VSCode extension or discord like OpenClaw (voice supported)

Updated recently
AI relevance:
0.9

Anil-matcha/Open-Generative-AI

JavaScript 12964 +8596 286 stars in last 24h

Unrestricted, open-source alternative to AI video platforms — Free, unrestricted AI image & video generation studio with 200+ models (Flux, Midjourney, Kling, Sora, Veo). No content filters. Self-hosted, MIT licensed.

ai-art-generator ai-image-generation ai-video-generation creative-tools flux-1 generative-ai image-to-video javascript kling-ai midjourney-alternative muapi open-source sora-alternative text-to-video uncensored unrestricted wan-video
Documentation Wiki documentation available and README documentation available
Click to view documentation
Last commit: May 12, 2026
AI relevance:
1.0

BenedictKing/ccx

Go 534 +114 114 stars in last 24h

Claude / Codex / Gemini API Proxy - CCX

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AI relevance:
0.6

BerriAI/litellm

Python 46692 +141 141 stars in last 24h

Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, VLLM, NVIDIA NIM]

ai-gateway anthropic azure-openai bedrock gateway langchain litellm llm llm-gateway llmops mcp-gateway openai openai-proxy vertex-ai
Documentation Wiki documentation available and README documentation available
Click to view documentation
Last commit: May 12, 2026
AI relevance:
1.0

EveryInc/compound-engineering-plugin

TypeScript 16601 +81 81 stars in last 24h

Official Compound Engineering plugin for Claude Code, Codex, Cursor, and more

Updated recently
AI relevance:
0.9

FoundationAgents/MetaGPT

Python 67918 +39 39 stars in last 24h

🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming

agent gpt llm metagpt multi-agent
Documentation Wiki documentation available and README documentation available
Click to view documentation
Last commit: Jan 21, 2026
AI relevance:
0.9

HKUDS/AI-Trader

Python 16388 +267 267 stars in last 24h

"AI-Trader: 100% Fully-Automated Agent-Native Trading"

Updated recently
AI relevance:
0.9

Hmbown/DeepSeek-TUI

Rust 26313 +21752 3107 stars in last 24h

Coding agent for DeepSeek models that runs in your terminal

Updated recently
AI relevance:
0.9

InsForge/InsForge

TypeScript 9548 +1493 213 stars in last 24h

The all-in-one, open-source backend platform for agentic coding. InsForge gives your coding agent database, auth, storage, compute, hosting, and AI gateway to ship full-stack apps end-to-end.

ai ai-agents coding deno embeddings insforge nextjs oauth2 pgvector postgresql realtime vectors websockets
Documentation Wiki documentation available and README documentation available
Click to view documentation
Last commit: May 12, 2026
AI relevance:
1.0

LearningCircuit/local-deep-research

Python 7323 +2449 349 stars in last 24h

~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents. Everything Local & Encrypted.

Updated recently
AI relevance:
0.9

Liquid4All/cookbook

Jupyter Notebook 1950 +8 8 stars in last 24h

Examples, end-2-end tutorials and apps built using Liquid AI Foundational Models (LFM) and the LEAP SDK

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AI relevance:
0.4

NVIDIA/cutlass

C++ 9700 +8 8 stars in last 24h

CUDA Templates and Python DSLs for High-Performance Linear Algebra

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AI relevance:
0.6

NirDiamant/RAG_Techniques

Jupyter Notebook 27286 +31 31 stars in last 24h

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.

Updated recently
AI relevance:
0.8

NousResearch/hermes-agent

Python 146487 +88781 2959 stars in last 24h

The agent that grows with you

Updated recently
AI relevance:
0.9

PacktPublishing/30-Agents-Every-AI-Engineer-Must-Build

Jupyter Notebook 490 +113 113 stars in last 24h

30 Agents Every AI Engineer Must Build, published by Packt

Jupyter Notebook
Documentation Wiki documentation available and README documentation available
Click to view documentation
Last commit: Apr 21, 2026
AI relevance:
0.8

QuantumNous/new-api

Go 32813 +306 306 stars in last 24h

A unified AI model hub for aggregation & distribution. It supports cross-converting various LLMs into OpenAI-compatible, Claude-compatible, or Gemini-compatible formats. A centralized gateway for personal and enterprise model management. 🍥

Updated recently
AI relevance:
0.9

THU-MAIC/OpenMAIC

TypeScript 17438 +130 130 stars in last 24h

Open Multi-Agent Interactive Classroom — Get an immersive, multi-agent learning experience in just one click

TypeScript
Documentation README documentation available
Click to view documentation
Last commit: May 12, 2026
AI relevance:
1.0

TauricResearch/TradingAgents

Python 74266 +7259 1037 stars in last 24h

TradingAgents: Multi-Agents LLM Financial Trading Framework

agent finance llm multiagent trading
Documentation Wiki documentation available and README documentation available
Click to view documentation
Last commit: May 11, 2026
AI relevance:
1.0

Tracer-Cloud/opensre

Python 4854 +4339 144 stars in last 24h

Build your own AI SRE agents. The open source toolkit for the AI era.

ai-sre alerting datadog grafana incident-management observability remediation root-cause-analysis site-reliability-engineering slack sre
Documentation Wiki documentation available and README documentation available
Click to view documentation
Last commit: May 12, 2026
AI relevance:
1.0

VectifyAI/PageIndex

Python 30800 +4555 650 stars in last 24h

📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG

agentic-ai agents ai ai-agents context-engineering llm rag reasoning retrieval retrieval-augmented-generation vector-database
Documentation README documentation available
Click to view documentation
Last commit: May 12, 2026
AI relevance:
1.0

VoltAgent/voltagent

TypeScript 8815 +34 34 stars in last 24h

AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework

agents ai ai-agents ai-agents-framework aiagentframework chatbots chatgpt framework javascript llm llm-observability mcp multiagent nodejs observability open-source openai rag tts typescript
Documentation README documentation available
Click to view documentation
Last commit: May 11, 2026
AI relevance:
1.0

Wei-Shaw/sub2api

Go 20249 +357 357 stars in last 24h

Sub2API-CRS2 一站式开源中转服务,让 Claude、Openai 、Gemini、Antigravity订阅统一接入,支持拼车共享,更高效分摊成本,原生工具无缝使用。

Updated recently
AI relevance:
0.9

WordPress/gutenberg

JavaScript 11638 +1 1 stars in last 24h

The Block Editor project for WordPress and beyond. Plugin is available from the official repository.

gutenberg wordpress wordpress-plugin
Documentation README documentation available
Click to view documentation
Last commit: May 12, 2026
AI relevance:
0.7

addyosmani/agent-skills

Shell 40222 +11725 1675 stars in last 24h

Production-grade engineering skills for AI coding agents.

agent-skills antigravity antigravity-ide claude-code cursor skills
Documentation Wiki documentation available and README documentation available
Click to view documentation
Last commit: May 10, 2026
AI relevance:
1.0

anthropics/claude-cookbooks

Jupyter Notebook 42808 +103 103 stars in last 24h

A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.

Updated recently
AI relevance:
0.9

bytebase/bytebase

Go 13993 +14 14 stars in last 24h

World's most advanced database DevSecOps solution for Developer, Security, DBA and Platform Engineering teams. The GitHub/GitLab for database DevSecOps.

Updated recently
AI relevance:
0.6

bytedance/UI-TARS

Python 10482 +60 60 stars in last 24h

Pioneering Automated GUI Interaction with Native Agents

Updated recently
AI relevance:
0.9

bytedance/UI-TARS-desktop

TypeScript 33466 +3211 458 stars in last 24h

The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra

Updated recently
AI relevance:
0.9

chenhg5/cc-connect

Go 8833 +256 256 stars in last 24h

Bridge local AI coding agents (Claude Code, Cursor, Gemini CLI, Codex) to messaging platforms (Feishu/Lark, DingTalk, Slack, Telegram, Discord, LINE, WeChat Work). Chat with your AI dev assistant from anywhere — no public IP required for most platforms.

Updated recently
AI relevance:
0.9

containerd/containerd

Go 20709 +10 10 stars in last 24h

An open and reliable container runtime

Updated recently
AI relevance:
0.6

danielmiessler/Personal_AI_Infrastructure

TypeScript 12762 +470 470 stars in last 24h

Agentic AI Infrastructure for magnifying HUMAN capabilities.

ai augmentation humans productivity
Documentation Wiki documentation available and README documentation available
Click to view documentation
Last commit: May 12, 2026
AI relevance:
1.0

datawhalechina/happy-llm

Jupyter Notebook 30207 +49 49 stars in last 24h

📚 从零开始构建大模型

Updated recently
AI relevance:
0.9

datawhalechina/hello-agents

Python 48096 +600 600 stars in last 24h

📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程

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AI relevance:
0.9

datawhalechina/llm-cookbook

Jupyter Notebook 24000 +7 7 stars in last 24h

面向开发者的 LLM 入门教程,吴恩达大模型系列课程中文版

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AI relevance:
0.6

decolua/9router

JavaScript 9201 +4263 609 stars in last 24h

Unlimited FREE AI coding. Connect Claude Code, Codex, Cursor, Cline, Copilot, Antigravity to FREE Claude/GPT/Gemini via 40+ providers. Auto-fallback, RTK -40% tokens, never hit limits.

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AI relevance:
0.9

facebookresearch/dinov3

Jupyter Notebook 10374 +12 12 stars in last 24h

Reference PyTorch implementation and models for DINOv3

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AI relevance:
0.6

facebookresearch/faiss

C++ 40017 +22 22 stars in last 24h

A library for efficient similarity search and clustering of dense vectors.

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AI relevance:
0.7

forrestchang/andrej-karpathy-skills

126659 +112987 3766 stars in last 24h

A single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls.

Documentation Wiki documentation available and README documentation available
Click to view documentation
Last commit: Apr 20, 2026
AI relevance:
0.9

garrytan/gstack

TypeScript 94454 +918 918 stars in last 24h

Use Garry Tan's exact Claude Code setup: 23 opinionated tools that serve as CEO, Designer, Eng Manager, Release Manager, Doc Engineer, and QA

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AI relevance:
0.9

google-gemini/gemini-cli

TypeScript 103785 +110 110 stars in last 24h

An open-source AI agent that brings the power of Gemini directly into your terminal.

ai ai-agents cli gemini gemini-api mcp-client mcp-server
Documentation README documentation available
Click to view documentation
Last commit: May 12, 2026
AI relevance:
1.0

google/leveldb

C++ 39062 +43 43 stars in last 24h

LevelDB is a fast key-value storage library written at Google that provides an ordered mapping from string keys to string values.

Updated recently
AI relevance:
0.8

huggingface/transformers

Python 160518 +47 47 stars in last 24h

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

audio deep-learning deepseek gemma glm hacktoberfest llm machine-learning model-hub natural-language-processing nlp pretrained-models python pytorch pytorch-transformers qwen speech-recognition transformer vlm
Documentation Wiki documentation available and README documentation available
Click to view documentation
Last commit: May 12, 2026
AI relevance:
1.0

hugohe3/ppt-master

Python 15222 +10239 341 stars in last 24h

AI generates natively editable PPTX from any document — real PowerPoint shapes with native animations, not images · by Hugo He

ai-agent aippt office powerpoint powerpoint-generation ppt pptx presentation slide slides
Documentation Wiki documentation available and README documentation available
Click to view documentation
Last commit: May 12, 2026
AI relevance:
1.0

hyprwm/Hyprland

C++ 35693 +56 56 stars in last 24h

Hyprland is an independent, highly customizable, dynamic tiling Wayland compositor that doesn't sacrifice on its looks.

Updated recently
AI relevance:
0.8

iOfficeAI/AionUi

TypeScript 24850 +347 347 stars in last 24h

Free, local, open-source 24/7 Cowork app for OpenClaw, Hermes Agent, Claude Code, Codex, OpenCode, Gemini CLI and 20+ more CLI | Customize your assistants | Star if you like it!

acp agent-team ai ai-agent chat chatbot claude-code clawdbot codex cowork gemini gemini-cli hermes llm nano-banana office openclaw opencode skills webui
Documentation Wiki documentation available and README documentation available
Click to view documentation
Last commit: May 12, 2026
AI relevance:
1.0

jo-inc/camofox-browser

JavaScript 4803 +166 166 stars in last 24h

Stealth headless browser for AI agents — bypass Cloudflare, bot detection, and anti-scraping. Drop-in Puppeteer/Playwright replacement.

ai-agent anti-bot antidetect-browser automation bot-detection browser-automation cloudflare-bypass headless-browser javascript nodejs playwright puppeteer scraping stealth-browser web-scraping
Documentation README documentation available
Click to view documentation
Last commit: May 12, 2026
AI relevance:
1.0

jundot/omlx

Python 13751 +181 181 stars in last 24h

LLM inference server with continuous batching & SSD caching for Apple Silicon — managed from the macOS menu bar

apple-silicon inference-server llm macos mlx openai-api
Documentation README documentation available
Click to view documentation
Last commit: May 12, 2026
AI relevance:
1.0

justlovemaki/AIClient2API

JavaScript 7755 +49 49 stars in last 24h

Simulates Gemini CLI, Antigravity, Codex, Grok, and Kiro client requests, compatible with the OpenAI API. It supports thousands of Gemini model requests per day and offers free use of the built-in Claude model in Kiro. Easily connect to any client via the API, making AI development more efficient!

aicoding free
Documentation Wiki documentation available and README documentation available
Click to view documentation
Last commit: May 12, 2026
AI relevance:
1.0

k2-fsa/sherpa-onnx

C++ 12177 +25 25 stars in last 24h

Speech-to-text, text-to-speech, speaker diarization, speech enhancement, source separation, and VAD using next-gen Kaldi with onnxruntime without Internet connection. Support embedded systems, Android, iOS, HarmonyOS, Raspberry Pi, RISC-V, RK NPU, Axera NPU, Ascend NPU, x86_64 servers, websocket server/client, support 12 programming languages

Updated recently
AI relevance:
0.7

kserve/kserve

Go 5459 +3 3 stars in last 24h

Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes

Updated recently
AI relevance:
0.5

labring/FastGPT

TypeScript 28012 +20 20 stars in last 24h

FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration.

agent claude deepseek llm mcp nextjs openai qwen rag workflow
Documentation Wiki documentation available and README documentation available
Click to view documentation
Last commit: May 12, 2026
AI relevance:
0.9

lsdefine/GenericAgent

Python 11056 +10019 333 stars in last 24h

Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption

Updated recently
AI relevance:
0.9

lyogavin/airllm

Jupyter Notebook 17696 +109 109 stars in last 24h

AirLLM 70B inference with single 4GB GPU

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AI relevance:
0.9

mattpocock/skills

Shell 75309 +3886 3886 stars in last 24h

Skills for Real Engineers. Straight from my .claude directory.

Updated recently
AI relevance:
0.9

microsoft/ML-For-Beginners

Jupyter Notebook 85747 +20 20 stars in last 24h

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

Updated recently
AI relevance:
0.7

microsoft/data-formulator

TypeScript 15525 +112 112 stars in last 24h

🪄 Create rich visualizations with AI

TypeScript
Documentation Wiki documentation available and README documentation available
Click to view documentation
Last commit: May 12, 2026
AI relevance:
1.0

microsoft/generative-ai-for-beginners

Jupyter Notebook 110709 +65 65 stars in last 24h

21 Lessons, Get Started Building with Generative AI

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AI relevance:
0.9

microsoft/mcp-for-beginners

Jupyter Notebook 16086 +20 20 stars in last 24h

This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.

Updated recently
AI relevance:
0.7

millionco/react-doctor

TypeScript 8582 +804 804 stars in last 24h

Your agent writes bad React. This catches it

Updated recently
AI relevance:
0.9

multica-ai/multica

TypeScript 27636 +20178 672 stars in last 24h

The open-source managed agents platform. Turn coding agents into real teammates — assign tasks, track progress, compound skills.

TypeScript
Documentation Wiki documentation available and README documentation available
Click to view documentation
Last commit: May 12, 2026
AI relevance:
1.0

openai/openai-cookbook

Jupyter Notebook 73469 +37 37 stars in last 24h

Examples and guides for using the OpenAI API

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AI relevance:
0.8

oracle-devrel/oracle-ai-developer-hub

Jupyter Notebook 1407 +166 166 stars in last 24h

Technical resources for AI developers to build applications, agents, and systems using Oracle AI Database and OCI services

agentmemory agents ai ai-developer artificial-intelligence generative-ai kubernetes kustomize oracle-database oracleaidatabase oraclejet rag
Documentation Wiki documentation available and README documentation available
Click to view documentation
Last commit: May 12, 2026
AI relevance:
0.9

panaversity/learn-agentic-ai

Jupyter Notebook 4154 +23 23 stars in last 24h

Learn Agentic AI using Dapr Agentic Cloud Ascent (DACA) Design Pattern and Agent-Native Cloud Technologies: OpenAI Agents SDK, Memory, MCP, A2A, Knowledge Graphs, Dapr, Rancher Desktop, and Kubernetes.

Updated recently
AI relevance:
0.7

poloclub/transformer-explainer

JavaScript 7368 +52 52 stars in last 24h

Transformer Explained Visually: Learn How LLM Transformer Models Work with Interactive Visualization

deep-learning generative-ai gpt langauge-model llm visualization
Documentation Wiki documentation available and README documentation available
Click to view documentation
Last commit: Apr 10, 2026
AI relevance:
0.9

rasbt/LLMs-from-scratch

Jupyter Notebook 93524 +776 776 stars in last 24h

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Updated recently
AI relevance:
0.9

rohitg00/agentmemory

TypeScript 5545 +1067 1067 stars in last 24h

#1 Persistent memory for AI coding agents based on real-world benchmarks

Updated recently
AI relevance:
0.9

ruvnet/ruflo

TypeScript 49557 +8660 1237 stars in last 24h

🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architecture, self-learning swarm intelligence, RAG integration, and native Claude Code / Codex Integration

Updated recently
AI relevance:
0.9

songquanpeng/one-api

JavaScript 33560 +113 113 stars in last 24h

LLM API 管理 & 分发系统,支持 OpenAI、Azure、Anthropic Claude、Google Gemini、DeepSeek、字节豆包、ChatGLM、文心一言、讯飞星火、通义千问、360 智脑、腾讯混元等主流模型,统一 API 适配,可用于 key 管理与二次分发。单可执行文件,提供 Docker 镜像,一键部署,开箱即用。LLM API management & key redistribution system, unifying multiple providers under a single API. Single binary, Docker-ready, with an English UI.

api api-gateway azure-openai-api chatgpt claude ernie-bot gemini gpt openai openai-api proxy
Documentation Wiki documentation available and README documentation available
Click to view documentation
Last commit: Jan 09, 2026
AI relevance:
0.9

soxoj/maigret

Python 28043 +8398 279 stars in last 24h

🕵️‍♂️ Collect a dossier on a person by username from 3000+ sites

blueteam cli cybersecurity identification infosec investigation namechecker open-source osint osint-framework osint-python pentesting python python3 reconnaissance redteam scraping sherlock social-network socmint
Documentation README documentation available
Click to view documentation
Last commit: May 12, 2026
AI relevance:
1.0

tinyhumansai/openhuman

Rust 2297 +1042 1042 stars in last 24h

Your Personal AI super intelligence. Private, Simple and extremely powerful.

Updated recently
AI relevance:
0.8

ton-blockchain/ton

C++ 3995 +6 6 stars in last 24h

Main TON monorepo

Updated recently
AI relevance:
0.5

yikart/AiToEarn

TypeScript 11661 +1264 1264 stars in last 24h

Let's use AI to Earn!

Updated recently
AI relevance:
0.9

z-lab/dflash

Python 4462 +3377 112 stars in last 24h

DFlash: Block Diffusion for Flash Speculative Decoding

Updated recently
AI relevance:
0.8

Latest AI Research Articles

matrixhelix

May 12, 2026 HackerNews 23 citations 23.00 / day Citations per day since publication

Summary

indigodaddy

May 12, 2026 HackerNews 19 citations 19.00 / day Citations per day since publication

Summary

Code Example

```python
# Example implementation
import torch
import numpy as np

class Model(torch.nn.Module):
    def __init__(self):
        super().__init__()
        self.linear = torch.nn.Linear(10, 1)
        
    def forward(self, x):
        return self.linear(x)

model = Model()
inputs = torch.randn(1, 10)
outputs = model(inputs)
```

scottfr

May 12, 2026 HackerNews 12 citations 12.00 / day Citations per day since publication

Summary

bookofjoe

May 12, 2026 HackerNews 6 citations 6.00 / day Citations per day since publication

Summary

varunsharma07

May 12, 2026 HackerNews 6 citations 6.00 / day Citations per day since publication

Summary

<a href="https:&#x2F;&#x2F;github.com&#x2F;TanStack&#x2F;router&#x2F;issues&#x2F;7383" rel="nofollow">https:&#x2F;&#x2F;github.com&#x2F;TanStack&#x2F;router&#x2F;issues&#x2F;7383</a>

Core Contributions

  • <a href="https:&#x2F;&#x2F;github.com&#x2F;TanStack&#x2F;router&#x2F;issues&#x2F;7383" rel="nofollow">https:&#x2F;&#x2F;github.com&#x2F;TanStack&#x2F;router&#x2F;issues&#x2F;7383</a>.

Code Example

```python
# Example implementation
import torch
import numpy as np

class Model(torch.nn.Module):
    def __init__(self):
        super().__init__()
        self.linear = torch.nn.Linear(10, 1)
        
    def forward(self, x):
        return self.linear(x)

model = Model()
inputs = torch.randn(1, 10)
outputs = model(inputs)
```