Showing 16321 open source projects for "hash-linux"

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    TorchMetrics

    TorchMetrics

    Machine learning metrics for distributed, scalable PyTorch application

    TorchMetrics is a collection of 80+ PyTorch metrics implementations and an easy-to-use API to create custom metrics. Your data will always be placed on the same device as your metrics. You can log Metric objects directly in Lightning to reduce even more boilerplate. The module-based metrics contain internal metric states (similar to the parameters of the PyTorch module) that automate accumulation and synchronization across devices! Automatic accumulation over multiple batches. Automatic...
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  • 2
    Oppia

    Oppia

    A free, online learning platform to make quality education accessible

    Oppia is an online learning tool that enables anyone to easily create and share interactive activities (called 'explorations'). These activities simulate a one-on-one conversation with a tutor, making it possible for students to learn by doing while getting feedback. Oppia identifies common wrong answers and provides tailored feedback, so that students get a personalized experience. Our lessons keep students engaged through playful characters and use different strategies to solidify their...
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  • 3
    US Job Market Visualizer

    US Job Market Visualizer

    A research tool for visually exploring Bureau of Labor Statistics

    US Job Market Visualizer is a research tool for interactively exploring Occupational Outlook Handbook data from the U.S. Bureau of Labor Statistics. It organizes information for 342 occupations into a treemap where area represents employment and color can represent different metrics. Users can compare projected growth, median pay, education requirements, and estimated digital AI exposure. The repository includes tools for scraping BLS pages, converting them to structured data, and building...
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  • 4
    Sprix SAGE Router

    Sprix SAGE Router

    State-aware SELF/COLLABORATE/HANDOFF routing for A2A agent networks

    Sprix SAGE Router is an open-source routing layer for coordinating agents in Agent2Agent networks. It decides whether an active agent should continue alone, recruit collaborators, or hand a task to another specialist. Routing decisions account for current progress, capability coverage, context-transfer costs, permissions, budgets, and deadlines. The system assigns remaining requirements to agents through task dependency graphs and estimates execution schedules. It learns contextual...
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  • 5
    Vibe Coding CN

    Vibe Coding CN

    The ultimate workstation for turning ideas into reality

    vibe-coding-cn is an open-source guide and resource collection for AI-assisted software development. It presents a workflow for turning ideas into working projects through structured AI pair programming. The methodology emphasizes planning, modular architecture, clear goals, strong context, and human review instead of uncontrolled AI generation. It covers project conception, technology selection, implementation, debugging, testing, and expansion. The repository also organizes prompts,...
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  • 6
    Growth Lab

    Growth Lab

    An end-to-end growth tool that understands the product

    Growth Lab is an open-source agentic growth workspace that connects product understanding, market research, execution, measurement, and iteration. It uses Codex or Claude Code as the runtime and treats natural-language conversations as the control surface. Collectors gather product, market, content, and channel evidence, while executor skills help create, publish, review, and coordinate growth work. Each growth model follows an observe-act-review loop and keeps persistent memory of evidence,...
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  • 7
    NeMo Automodel

    NeMo Automodel

    Pytorch Distributed native training library for LLMs/VLMs

    NeMo AutoModel is NVIDIA's open-source PyTorch Distributed training library for scaling LLM, VLM, diffusion, and retrieval-model training. Its DTensor-native SPMD approach lets the same training code scale from one GPU to large multi-node clusters by changing configuration. Hugging Face integration provides broad model compatibility without requiring format conversion. YAML recipes and CLI overrides keep experiments concise while preserving reproducibility. The library supports composable...
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  • 8
    itr-wala

    itr-wala

    File your Indian income tax return (ITR) from your terminal

    itr-wala is an agent skill for preparing Indian income tax returns from a terminal while keeping tax calculations in deterministic Python code. The AI reads documents such as Form 16, AIS, and broker statements, asks follow-up questions, and explains the resulting figures. A separate tax engine handles slabs, rebates, cess, surcharges, special-rate income, interest, late fees, and old-versus-new regime comparisons. Strict validation cross-checks entered values and rejects malformed or...
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  • 9
    Oil Motion

    Oil Motion

    Create smooth, responsive interactive web animations

    Oil Motion is an agent-agnostic skill for creating smooth interactive animations for websites and digital interfaces. Users describe the desired movement, available assets, and the interaction that should control it while the agent manages the production workflow. The system defines key states, generates continuous motion between them, reviews frames, removes artifacts, and prepares optimized assets. Animation progress can then be mapped to scrolling, mouse movement, dragging, touch input,...
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  • 10
    FlashKDA

    FlashKDA

    High-performance Kimi Delta Attention kernels

    FlashKDA is an open-source library of high-performance CUDA kernels for Kimi Delta Attention, implemented on NVIDIA CUTLASS. It is intended to accelerate the forward pass used by KDA-based language models on modern NVIDIA GPUs. The package integrates with flash-linear-attention and can be selected automatically as the backend for chunk_kda during inference. It supports recurrent state input and output, variable-length batches, internal gating, query-key normalization, and beta activation....
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  • 11
    Harness Engineering

    Harness Engineering

    Field guide, and agent context bundle for harness engineering

    Harness Engineering is a retrieval-optimized anthology, field guide, and agent context bundle for improving AI coding-agent performance. It treats the model and agent as fixed while strengthening the surrounding context, tools, constraints, and proof mechanisms. The repository organizes developed arguments, practical cases, source evidence, evaluations, and reusable playbooks into distinct layers. Its agent guide routes each task to the smallest relevant set of materials instead of loading...
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  • 12
    mimic

    mimic

    Intercept any app, then call it from Python like a library

    Mimic is a Python tool that turns captured mobile application traffic into an editable client library. It records requests through mitmproxy, extracts stable authentication values, and uses an AI assistant to generate named Python methods for observed endpoints. Generated clients are ordinary source files built on mimic.App, so developers can inspect and modify them directly. The system can preserve request templates and model multi-step API flows in which one call supplies data for another....
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  • 13
    jlens

    jlens

    Companion code for the global workspace interpretability paper

    Jacobian Lens is Anthropic’s reference implementation for examining what a language model’s internal activations are inclined to produce as text. It transports residual-stream vectors from selected layers and positions into the final-layer basis using an averaged input-output Jacobian. The transformed vectors are decoded through the model’s own unembedding into ranked vocabulary predictions. The package can fit new lenses, load saved ones, apply them to prompts, and merge results from...
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  • 14
    ThinkStats2

    ThinkStats2

    Text and supporting code for Think Stats, 2nd Edition

    ThinkStats2 is the code and text companion for the second edition of Think Stats, an introduction to statistics and data science for Python programmers. It teaches probability and statistical reasoning through short programs, experiments, and analysis of real datasets. The material emphasizes exploratory methods that help readers ask and answer practical questions with data. Case studies draw from public sources, including health-related datasets, to connect abstract concepts with realistic...
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  • 15
    LingBot-Video

    LingBot-Video

    Scaling Mixture-of-Experts Video Pretraining for Embodied Intelligence

    LingBot-Video is a large-scale mixture-of-experts video generation model focused on embodied intelligence. It is designed to connect video synthesis with physical-world understanding instead of generating only visually appealing clips. The project includes dense and MoE model variants for text-to-image, text-to-video, and text-image-to-video workflows. Its training combines large-scale web video data with more than 70,000 hours of embodied data. A multi-reward system emphasizes aesthetics,...
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  • 16
    LingBot-World 2.0

    LingBot-World 2.0

    Infinite Worlds with Versatile Interactions

    LingBot-World v2, also called LingBot-World-Infinity, is a world-modeling project for long-horizon interactive video generation. It extends the original LingBot-World with a causal pretraining approach for maintaining quality over ongoing interaction. The project supports richer interactive elements such as attacks, archery, spell-casting, shooting, and text-driven scene events. A distilled real-time variant is designed for rapid response and 720p, 60 FPS interactive streams. It also...
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  • 17
    Upscale-A-Video

    Upscale-A-Video

    Temporal-Consistent Diffusion Model for Real-World Video

    Upscale-A-Video is a diffusion-based video super-resolution project from the CVPR 2024 Highlight paper “Temporal-Consistent Diffusion Model for Real-World Video Super-Resolution.” It upscales low-resolution videos while using text prompts to guide the enhancement process. The model is designed for real-world videos where compression artifacts, blur, aging, or generated-video defects can make ordinary upscaling less reliable. The repository includes inference code, example inputs,...
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  • 18
    Online Forever

    Online Forever

    Make Your Discord Account 24/7 Online

    Online Forever is a Python-based utility designed to keep a Discord user account appearing online continuously. It supports custom status text and the main visible status modes, including online, idle, and do not disturb. The project is small, simple, and focused on one purpose rather than being a full Discord automation framework. It can run on any platform that supports Python, which makes it accessible across common desktop and server environments. Because it automates a Discord user...
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  • 19
    Python Discord Bot Template

    Python Discord Bot Template

    A simple template to start to code your own and personalized Discord

    Python Discord Bot Template is a starter repository for creating a personalized Discord bot with Python and discord.py. It is meant to help developers avoid the repetitive setup work involved in organizing files, cogs, environment variables, commands, and runtime structure. The project is in feature-freeze mode, meaning it receives bug fixes and compatibility updates rather than constant new functionality. It includes guidance for creating a Discord application, setting up a bot token,...
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  • 20
    Hy-MT2
    Hy-MT2 is a family of fast-thinking multilingual translation models built for complex real-world translation scenarios. It includes 1.8B, 7B, and 30B-A3B model sizes, giving users options for lightweight deployment, stronger general performance, or MoE-based capacity. The models support translation across 33 languages and are designed to follow detailed translation instructions in multiple languages. They can handle tasks involving terminology, style, personalization, delimiters, structured...
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  • 21
    git-remote-dropbox

    git-remote-dropbox

    A transparent bridge between Git and Dropbox

    git-remote-dropbox is a Git remote helper that lets Dropbox act like a real Git remote. It provides a transparent bridge between Git and a Dropbox folder or shared Dropbox folder. After installation and login, users can clone from or push to remote URLs that use the dropbox scheme. The helper preserves traditional Git remote guarantees, including atomic behavior even when multiple people operate on the repository. It can automatically create the repository directory the first time a user...
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  • 22
    sqlite-web

    sqlite-web

    Web-based SQLite database browser written in Python

    sqlite-web is a web-based SQLite database browser written in Python. It lets users open existing SQLite databases or create new ones through a browser interface. The tool can browse table data, inspect database structure, and run arbitrary SQL queries from a dedicated query tab. It also supports common editing actions, including inserting, updating, and deleting rows. Users can add or drop tables, columns, and indexes, and they can import or export data in JSON or CSV format. It can run from...
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  • 23
    Hiring Agent

    Hiring Agent

    AI agent to evaluate and score resumes

    Hiring Agent is an AI-powered resume evaluation pipeline for screening technical candidates. It reads a resume PDF and converts the content into Markdown-like text. It then uses a local or hosted language model to extract structured candidate information into sectioned JSON. The system can enrich that resume data with GitHub profile and repository signals when a profile is available. After the data is collected, it produces an explainable evaluation with category scores, supporting evidence,...
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  • 24
    Memory OS

    Memory OS

    A 7-layer memory operating system for Hermes Agent

    Memory OS is a local memory operating system for Hermes Agent. It is designed to help an AI agent retain project context, decisions, structured facts, reasoning patterns, and prior conversations across sessions. The system uses seven memory layers that combine flat files, SQLite, full-text search, structured facts, semantic recall, Qdrant vector storage, and a self-curating wiki pipeline. It injects only relevant context back into the agent so memory remains useful without wasting tokens....
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  • 25
    Dia2

    Dia2

    TTS model capable of streaming conversational audio in realtime

    Dia2 is a streaming dialogue text-to-speech model created by Nari Labs for generating conversational audio in real time. It is designed to begin producing speech before receiving the entire input text, which makes it useful for interactive voice applications. The model supports audio conditioning, allowing generated speech to follow a reference voice or conversational style more naturally. Dia2 provides 1B and 2B model checkpoints along with inference code for research and experimentation....
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