66 projects for "draft" with 1 filter applied:

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  • 1
    DeepSpec

    DeepSpec

    A full-stack codebase for training and evaluating speculative decoding

    DeepSpec is a full-stack codebase for training and evaluating draft models used in speculative decoding. It provides the components needed to prepare data, train draft models, and measure acceptance behavior against target models. The workflow starts with data preparation, including prompt download, target answer regeneration, and target cache construction. It then trains a draft model using configuration files for different algorithms and target model setups. ...
    Downloads: 1 This Week
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  • 2
    DFlash

    DFlash

    Block Diffusion for Ultra-Fast Speculative Decoding

    DFlash is an open-source framework for ultra-fast speculative decoding using a lightweight block diffusion model to draft text in parallel with a target large language model, dramatically improving inference speed without sacrificing generation quality. It acts as a “drafter” that proposes likely continuations which the main model then verifies, enabling significant throughput gains compared to traditional autoregressive decoding methods that generate token by token.
    Downloads: 5 This Week
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  • 3
    CSGHub

    CSGHub

    CSGHub is a brand-new open-source platform for managing LLMs

    CSGHub is an open-source framework designed for collaborative scientific research and content generation. It enables researchers to utilize AI-driven tools for literature review, hypothesis generation, and automated writing assistance, streamlining the scientific discovery process.
    Downloads: 9 This Week
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  • 4
    No AI slop

    No AI slop

    Removes 20+ patterns of AI slop from any piece of writing

    ...It can also analyze a passage for these patterns without claiming to determine whether AI created it. When editing, it makes the minimum effective changes and returns the revised draft with a brief explanation. A built-in evaluation file provides pass-or-fail checks that the skill applies to its own work. The project can be installed in Claude Code, Codex, other AI harnesses, and packaged ChatGPT or Codex plugin environments.
    Downloads: 14 This Week
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    Build Agents and Models on One Platform

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  • 5
    Journiv

    Journiv

    Self hosted private journaling app

    ...Because it runs on your own infrastructure (e.g., via Docker), all of your entries, moods, and memories stay under your direct control, making it a strong alternative to commercial journaling apps that collect data. The app is currently in beta and sees active development with improvements such as draft support, Markdown editing, and multimedia integration. It combines a clean, distraction-free interface with rich features like tagging, calendar views, and customizable journals, appealing to users who want both useful tools and full data sovereignty in their self-hosted ecosystems.
    Downloads: 9 This Week
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  • 6
    MyContext

    MyContext

    MyContext is a local-first desktop app for everyday communication

    ...Natural-language search combines full-text retrieval, semantic matching, and graph queries to answer questions across work history. Its digital-self workflow can recall relevant background and draft context-aware responses while leaving consequential actions under explicit user approval. Data and indexes are stored locally in a SQLite-based vault and can be exposed selectively to models, local agents, and authorized AI applications.
    Downloads: 0 This Week
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  • 7
    Bubble Lab

    Bubble Lab

    Open source workflow automation platform built for developers

    ...It provides a visual “bubble” editor paired with real TypeScript generation so workflows are human-readable, shareable, debuggable, and production-ready, giving teams the flexibility to treat automations like real software artifacts you can version and integrate into CI/CD pipelines. With its AI-assisted prompt-to-workflow generation, users can describe the automation they want in natural language and BubbleLab’s assistant will draft an initial workflow with integrations, branches, and transformations. Execution tracing, cost tracking, observability dashboards, and logs give engineers full visibility into performance, errors, and dependencies so debugging and optimization are straightforward.
    Downloads: 2 This Week
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  • 8
    PPTAgent

    PPTAgent

    PPTAgent: Generating and Evaluating Presentations

    ...The project includes both the generation agent and an evaluation framework, PPTEval, to score content quality, design, and coherence. The repository highlights the EMNLP 2025 paper and provides links to resources for replication and study. The approach reflects human presentation practice—plan, draft, then refine with edits—yielding more coherent decks than direct one-shot generation. Community interest and stars suggest strong uptake for research and tooling around presentation automation.
    Downloads: 2 This Week
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  • 9
    Book4_Power-of-Matrix

    Book4_Power-of-Matrix

    Book_4_Matrix Power | The Iris Book: From Addition, Subtraction

    Book4_Power-of-Matrix is an open educational repository that forms part of the Visualize-ML book series, focusing on explaining matrix mathematics and linear algebra concepts through visual and intuitive methods. The project is designed to help readers progress from basic arithmetic toward machine learning fundamentals by building a strong conceptual understanding of vectors, matrices, and their operations. It combines explanatory text, diagrams, and Python examples to bridge theory and...
    Downloads: 0 This Week
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  • 10
    Ralph Wiggum Marketer

    Ralph Wiggum Marketer

    A Claude Code Plugin that provides an autonomous AI copywriter

    ...This plugin integrates with Claude Code workflows so that marketers or product teams can define high-level goals, seed their product or service context, and then have the AI autonomously draft, refine, and polish marketing materials with minimal human intervention.
    Downloads: 0 This Week
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  • 11
    Book6_First-Course-in-Data-Science

    Book6_First-Course-in-Data-Science

    From Addition, Subtraction, Multiplication, and Division to ML

    Book6_First-Course-in-Data-Science is an open-source educational project that serves as part of the “Iris Book” series focused on teaching data science and machine learning concepts through a combination of mathematics, programming, and visualization. The repository contains draft chapters, supporting Python code, and visual materials designed to guide readers from basic mathematical operations toward practical machine learning understanding. The goal of the project is to make complex topics such as statistics, algorithms, and data analysis more accessible to learners by breaking concepts into clear explanations supported by code examples and diagrams. ...
    Downloads: 0 This Week
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  • 12
    Agentic Commerce Protocol (ACP)

    Agentic Commerce Protocol (ACP)

    Interaction model for connecting buyers to complete purchases

    ACP is an open, draft specification for letting buyers, their AI agents, and businesses complete purchases through a standardized interaction model. It’s maintained by OpenAI and Stripe and licensed under Apache-2.0, with the goal of being easy to adopt alongside a merchant’s existing commerce stack rather than replacing it. The repository organizes the spec as human-readable RFCs plus machine-readable OpenAPI and JSON Schema definitions, along with worked examples and a changelog so integrators can track breaking changes. ...
    Downloads: 0 This Week
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  • 13
    Cclite

    Cclite

    Cclite Alternative Currency Software

    There's work and a first package of Cclite2, using Mojolicious https://sourceforge.net/projects/cclite2/. New version with solution for Debian packaging and update to template processing for new versions of Perl. This is version 0.9.5.1 mid-October 2015. As I have limited time, most of the focus will be phones, SMS and an app with SMS as underlying mechanism. Work on making install easier especially on Debian based distros. Windows deprecated now. ============== Community currency...
    Downloads: 2 This Week
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  • 14
    OSS-Fuzz Gen

    OSS-Fuzz Gen

    LLM powered fuzzing via OSS-Fuzz

    ...It analyses a library’s APIs, examples, and tests to propose harnesses that exercise parsers, decoders, or protocol handlers—precisely the code where fuzzing pays off. The system integrates with modern LLM-assisted workflows to draft harness code and then iterates based on build errors or low coverage signals. Importantly, it aligns with OSS-Fuzz conventions, generating corpus seeds, build rules, and sanitizer settings so projects can plug in quickly. Reports highlight what functions were targeted, how coverage evolved, and where manual hints could unlock more paths. ...
    Downloads: 0 This Week
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  • 15
    CostPal

    CostPal

    CostPal is your personal finance manager

    CostPal is an application for managing your expenses, incomes and other events. CostPal is free, open-source and written in python. The current version supports only Windows, comes as portable package and was tested on Windows7 (64bit) and WindowsXP (32bit). This application is distributed under GNU GPL version 2 license. CostPal Mobile is an additional application for your smartphone to interoperate with CostPal on your PC (currently available only for Android OS). With it's smooth...
    Downloads: 2 This Week
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  • 16
    KDIS

    KDIS

    DIS(IEEE 1278.1) Fully Implemented in C++

    A complete open source implementation of DIS (Distributed Interactive Simulation) in C++. 1278.1 and 1278.1a are fully implemented including enumerations. Includes several utility classes to help with developing your DIS app. DIS 7 work is ongoing.
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    Downloads: 1 This Week
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  • 17
    IDLE (Incomplete Draft of a Lisa Emulator) : a minimalistic apple lisa emulator.
    Downloads: 4 This Week
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  • 18
    jsondata

    jsondata

    Modular JSON by trees and branches, pointers and patches

    ... - JSONDataSerializer - Core for RFC7159 based data persistence. Provides modular data serialization. - JSONPointer - RFC6901 for addressing by pointer paths. Provides pointer arithmetics. - JSON Relative Pointer - draft-handrews-relative-json-pointer/2018, contained in JSONPointer. - JSONPatch - RFC6902 for modification by patch lists. Provides the assembly of modular patch entries and the serialization of resulting patch lists. - JSONDiff - Diff utility for JSON data. - JSONSearch - Search utility JSON patterns. Online documents: https://jsondata.sourceforge.io/
    Downloads: 6 This Week
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  • 19

    opendmarc

    Open source DMARC implementation

    This is an open source implementation of the draft DMARC specification.
    Downloads: 4 This Week
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  • 20
    PHP Draft

    PHP Draft

    Web based fantasy sports draft app

    Version 2.0 is here - for source code and releases, please see the new project page on Github, or sign up for your own account at phpdraft.com! Atlassian Bitbucket is awesome and is not the reason for the switch at all (Sourceforge is). For all future development, please follow the project on Github. -Matt
    Downloads: 0 This Week
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  • 21

    ENLY

    Bioinformatic tool to improve draft genome assemblies by closing gaps

    Downloads: 0 This Week
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  • 22
    SOAPdenovo2

    SOAPdenovo2

    Large-size genome de-novo assembler

    What's next of SOAPdenovo2: MEGAHIT is the formal successor of SOAPdenovo2 MEGAHIT: An ultra-fast single-node solution for large and complex metagenomics assembly via succinct de Bruijn graph http://www.ncbi.nlm.nih.gov/pubmed/25609793 https://github.com/voutcn/megahit Latest Code on GitHub: https://github.com/aquaskyline/SOAPdenovo2 SOAPdenovo is a novel short-read assembly method that can build a de novo draft assembly for human-sized genomes. The program is specially designed to assemble Illumina short reads. It creates new opportunities for building reference sequences and carrying out accurate analyses of unexplored genomes in a cost effective way. SOAPdenovo2 is the successor of SOAPdenovo. Cite the paper published in GigaScience (see website below) if you want to cite SOAPdenovo2.
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    Downloads: 30 This Week
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  • 23

    hbgm

    'Hierarchical Bond Graph Modelling of Biochemical Networks'

    ... (3) Department of Mathematics and Statistics, University of Melbourne, Victoria 3010, Australia. (4) School of Medicine, University of Melbourne, Victoria 3010, Australia Draft paper available at http://arxiv.org/abs/1503.01814
    Downloads: 0 This Week
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  • 24

    busilet

    Busilet is a reference implementation of IDTP and UTID.

    ...The IDTP (Identifier Tracing Protocol) is a communication protocol to access the information of a thing that identified by UTID. The IDTP and UTID were designed by the author of the Busilet project in recent three years. For more information, see: https://datatracker.ietf.org/doc/draft-huangng-idtp/ https://datatracker.ietf.org/doc/draft-huangng-utid/ Project Busilet is a reference implementation of IDTP that provides a set of APIs developers to develop IDTP server and IDTP client software. Busilet4j is written in Java language and is for Java programmer to develop IDTP server and IDTP client software. The documents include IDTP specification v0.95 both in English and Chinese edition, an API specification in English only, all source code in Java, and a set of JUnit tests. ...
    Downloads: 0 This Week
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  • 25
    FIAP

    FIAP

    Fully Integrated Annotation Pipeline

    ...This feature is extremely valuable because it allows users to add a personal “flavor” to the annotation and optimize the process for a specific bacterial genome. FIAP can annotate single and multiple sequences, which allows users to annotate, for example, draft genome contigs or different genomes concatenated in multi-fasta file in a single step. FIAP works on all UNIX-like operating systems (tested on Ubuntu 14.04 LTS and Mac OS 10.9.4).
    Downloads: 0 This Week
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