Showing 5021 open source projects for "can"

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  • 1
    PyTorch Implementation of SDE Solvers

    PyTorch Implementation of SDE Solvers

    Differentiable SDE solvers with GPU support and efficient sensitivity

    This library provides stochastic differential equation (SDE) solvers with GPU support and efficient backpropagation. examples/demo.ipynb gives a short guide on how to solve SDEs, including subtle points such as fixing the randomness in the solver and the choice of noise types. examples/latent_sde.py learns a latent stochastic differential equation, as in Section 5 of [1]. The example fits an SDE to data, whilst regularizing it to be like an Ornstein-Uhlenbeck prior process. The model can be loosely viewed as a variational autoencoder with its prior and approximate posterior being SDEs. The program outputs figures to the path specified by <TRAIN_DIR>. Training should stabilize after 500 iterations with the default hyperparameters. examples/sde_gan.py learns an SDE as a GAN, as in [2], [3]. The example trains an SDE as the generator of a GAN, whilst using a neural CDE [4] as the discriminator.
    Downloads: 1 This Week
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  • 2
    Graph of Thoughts

    Graph of Thoughts

    Official Implementation of "Graph of Thoughts

    ...Traditional reasoning methods such as chain-of-thought generate sequential reasoning steps, but Graph of Thoughts introduces a more flexible structure where multiple reasoning paths can be explored and evaluated simultaneously. In this framework, problems are modeled as a graph of operations where nodes represent reasoning steps and edges represent dependencies between them. The framework executes these operations using a large language model as the reasoning engine while evaluating intermediate results to guide the search process. ...
    Downloads: 1 This Week
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  • 3
    Super Easy AI Installer Tool

    Super Easy AI Installer Tool

    Application that simplifies the installation of AI-related projects

    ..."Super Easy AI Installer Tool" is currently in early development phase and may have a few bugs. But remains a great solution for users with minimal technical knowledge or expertise. Fixes underway. A tool that can generate animations and music from text, ideal for producing short videos and GIFs, as well as creating brief cinematic scenes.
    Downloads: 5 This Week
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  • 4
    Text2vec

    Text2vec

    Text to Vector, Get Sentence Embeddings

    ...The project implements models and methods such as Word2Vec, RankBM25, BERT, Sentence-BERT, and CoSENT. It also compares model behavior on semantic matching and similarity calculation tasks. Developers can use it as an applied NLP library for embedding generation or as a study resource for text representation methods. It is especially useful for Chinese and multilingual NLP projects that need practical sentence embeddings and similarity scoring.
    Downloads: 2 This Week
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  • 5
    LLM Training Puzzles

    LLM Training Puzzles

    What would you do with 1000 H100s

    ...Learners work through simplified scenarios that expose the tradeoffs hidden inside large training systems. The hands-on format emphasizes deriving behavior rather than memorizing framework commands. Google Colab is recommended so readers can copy the notebook and begin experimenting quickly. The project belongs to a broader puzzle series covering tensors, automatic differentiation, Transformers, GPUs, and related topics.
    Downloads: 0 This Week
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  • 6
    Stable Diffusion in Docker

    Stable Diffusion in Docker

    Run the Stable Diffusion releases in a Docker container

    ...It should take a few seconds to create one image. On less powerful GPUs you may need to modify some of the options; see the Examples section for more details. If you lack a suitable GPU you can set the options --device cpu and --onnx instead. Since it uses the model, you will need to create a user access token in your Huggingface account. Save the user access token in a file called token.txt and make sure it is available when building the container. Create an image from an existing image and a text prompt. Modify an existing image with its depth map and a text prompt.
    Downloads: 1 This Week
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  • 7
    MahaKurawa.My.ID MP4 VA Extract

    MahaKurawa.My.ID MP4 VA Extract

    MahaKurawa.My.ID MP4 VA Extract is a tool to extract mp4 file content

    ...This software will not convert any video and audio file from MP4 file. This software just extract them as it is. This tool is made for that specific purpose. This tool "MahaKurawa.My.ID MP4 VA Extract v.1.0.3.1" can be obtained for free on https://www.mahakurawa.my.id.
    Downloads: 0 This Week
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  • 8
    LLM Applications

    LLM Applications

    A comprehensive guide to building RAG-based LLM applications

    ...It provides step-by-step guidance for constructing systems that ingest documents, split them into chunks, generate embeddings, index them in vector databases, and retrieve relevant context during inference. The repository also shows how these components can be scaled and deployed using distributed computing frameworks such as Ray. In addition to development workflows, the project includes notebooks, datasets, and evaluation tools that help developers experiment with different retrieval strategies and model configurations.
    Downloads: 1 This Week
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  • 9
    text-dedup

    text-dedup

    All-in-one text de-duplication

    text-dedup is a Python library that enables efficient deduplication of large text corpora by using MinHash and other probabilistic techniques to detect near-duplicate content. This is especially useful for NLP tasks where duplicated training data can skew model performance. text-dedup scales to billions of documents and offers tools for chunking, hashing, and comparing text efficiently with low memory usage. It supports Jaccard similarity thresholding, parallel execution, and flexible deduplication strategies, making it ideal for cleaning web-scraped data, language model training datasets, or document archives.
    Downloads: 0 This Week
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  • 10
    DeepKE

    DeepKE

    An Open Toolkit for Knowledge Graph Extraction and Construction

    Supporting cnSchema, standard supervised setting, low-resource setting, document-level setting and multi-modal setting for knowledge base population. DeepKE is a knowledge extraction toolkit supporting cnSchema, standard supervised, low-resource, and document-level scenarios for entity, relation, and attribution extraction. It allows developers and researchers to customize datasets and models to extract information from unstructured texts. DeepKE supports low-resource settings with only a...
    Downloads: 0 This Week
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  • 11
    Doctor Dignity

    Doctor Dignity

    Doctor Dignity is an LLM that can pass the US Medical Licensing Exam

    Doctor Dignity is a prototype project exploring how AI-assisted tooling might support compassionate, accessible health guidance for people who struggle to get timely care. The repository centers on a simple end-to-end pipeline—intake of user-reported symptoms, basic triage logic, and clear, supportive messaging—intended to demonstrate how such systems could be built. It emphasizes a humane UX: plain-language prompts, de-jargonized outputs, and guardrails that nudge users toward professional...
    Downloads: 0 This Week
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  • 12
    ComfyUI Experiments

    ComfyUI Experiments

    Some experimental custom nodes

    ...It also serves as an inspiration library: people can study experimental graphs and adapt the logic to their own local workflows. In short, it’s the R&D corner of ComfyUI where new building blocks are tested in the open.
    Downloads: 0 This Week
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  • 13
    wg-meshconf

    wg-meshconf

    WireGuard full mesh configuration generator

    ...The project can be installed from PyPI or directly from its Git repository and requires Python 3.7 or newer. Its workflow is especially useful for administrators who need reproducible configuration across several mutually connected WireGuard hosts.
    Downloads: 2 This Week
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  • 14
    Fansly Downloader

    Fansly Downloader

    Easy to use fansly.com content downloading tool

    ...Download photos, videos, audio, or any other media from Fansly, this powerful tool has got you covered! Say goodbye to the hassle of individually downloading each piece of media, now you can download them all or just some, with just a few clicks.
    Downloads: 15 This Week
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  • 15
    Petals

    Petals

    Run 100B+ language models at home, BitTorrent-style

    ...Single-batch inference runs at ≈ 1 sec per step (token) — up to 10x faster than offloading, enough for chatbots and other interactive apps. Parallel inference reaches hundreds of tokens/sec. Beyond classic language model APIs — you can employ any fine-tuning and sampling methods, execute custom paths through the model, or see its hidden states. You get the comforts of an API with the flexibility of PyTorch. You can also host BLOOMZ, a version of BLOOM fine-tuned to follow human instructions in the zero-shot regime — just replace bloom-petals with bloomz-petals. ...
    Downloads: 1 This Week
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  • 16

    Bookmark to url

    Save browser bookmarks to single shortcut file

    Python program that transfers all browser bookmarks to single windows .url shortcuts, organized in their respective folders, and with corresponding icons. Simply export your bookmarks in html file and open it. Bugs: some link's name, with special characters, can cause problems with icons and links in main root are copied in last folder.
    Downloads: 0 This Week
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  • 17
    fastquant

    fastquant

    Backtest and optimize your ML trading strategies with only 3 lines

    ...The project focuses on making backtesting accessible by providing a high-level interface that allows users to test investment strategies with only a few lines of code. It integrates historical market data sources and trading frameworks so that users can quickly build experiments without constructing complex data pipelines. The framework enables users to test common strategies such as moving average crossovers, momentum trading, and custom indicators on historical stock data. By automating data retrieval, strategy evaluation, and result visualization, the library reduces the barrier to entry for individuals interested in quantitative finance. ...
    Downloads: 0 This Week
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  • 18
    Elementary Algorithms

    Elementary Algorithms

    Book of elementary algorithms and data structures

    ...You need the GNU make tool, in Debian/Ubuntu like Linux, it can be installed through the apt-get command.
    Downloads: 2 This Week
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  • 19
    xTuring

    xTuring

    Easily build, customize and control your own LLMs

    ...By providing an easy-to-use interface for fine-tuning LLMs to your own data and application, xTuring makes it simple to build, customize and control LLMs. The entire process can be done inside your computer or in your private cloud, ensuring data privacy and security.
    Downloads: 0 This Week
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  • 20
    belch
    BELCH Password List Generator is a simple tool to generate password lists based on a given pattern. You can specify the password pattern and generate multiple unique passwords.
    Downloads: 0 This Week
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  • 21
    Sweep AI

    Sweep AI

    Sweep: AI-powered Junior Developer for small features and bug fixes

    Let Sweep handle your tech debt so you can focus on the exciting problems. Sweep is an AI junior developer that transforms bug reports & feature requests into code changes. Describe bugs, small features, and refactors like you would to a junior developer and Sweep.
    Downloads: 0 This Week
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  • 22
    Text to Waveform

    Text to Waveform

    Create synth presets from words

    Convert words to waveforms you can load into a synthesizer oscillator to create synth presets. Have fun turning your name, your friends' names, your city name, your pet's name, your team's name into synth presets you can use to produce a track.
    Downloads: 0 This Week
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  • 23
    paramspider

    paramspider

    Mine parameterized URLs from web archives for security testing

    ...These endpoints are commonly used during reconnaissance because parameters often expose inputs that may be vulnerable to issues like cross-site scripting, SQL injection, or server-side request forgery. ParamSpider automates the process of retrieving archived URLs, cleaning them, and preparing them for fuzzing or further probing. It can process a single domain or multiple domains from a list, making it useful for both targeted testing and large-scale reconnaissance.
    Downloads: 4 This Week
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  • 24
    script-server

    script-server

    Web UI for your scripts with execution management

    ...As an administrator, you add your existing scripts into Script server and other users would be able to execute them via a web interface. The UI is very straightforward and can be used by non-tech people. No script modifications are needed - you configure each script in Script server and it creates the corresponding UI with parameters and takes care of validation, execution, etc.
    Downloads: 1 This Week
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  • 25
    Termux Desktop

    Termux Desktop

    Setup A Beautiful Desktop/GUI In Termux

    Termux Desktop is a collection of dotfiles and scripts for setting up a graphical Linux-style desktop environment inside Termux on Android. It helps users turn a phone or tablet into a more complete desktop-like workspace without needing root access. The setup uses VNC so the desktop can be opened through a VNC client after installation. It includes an Openbox-based environment with visual themes, menus, app launchers, terminal tools, file management, browser access, and system applets. The project is especially useful for experimenting with coding, Linux tools, classic applications, and lightweight desktop workflows on Android hardware. ...
    Downloads: 17 This Week
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