Showing 14 open source projects for "vector space"

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  • 1
    UForm

    UForm

    Multi-Modal Neural Networks for Semantic Search, based on Mid-Fusion

    UForm is a Multi-Modal Modal Inference package, designed to encode Multi-Lingual Texts, Images, and, soon, Audio, Video, and Documents, into a shared vector space! It comes with a set of homonymous pre-trained networks available on HuggingFace portal and extends the transfromers package to support Mid-fusion Models. Late-fusion models encode each modality independently, but into one shared vector space. Due to independent encoding late-fusion models are good at capturing coarse-grained features...
    Downloads: 0 This Week
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  • 2
    Semantic Router

    Semantic Router

    Superfast AI decision making and processing of multi-modal data

    Semantic Router is a superfast decision-making layer for your LLMs and agents. Rather than waiting for slow, unreliable LLM generations to make tool-use or safety decisions, we use the magic of semantic vector space — routing our requests using semantic meaning. Combining LLMs with deterministic rules means we can be confident that our AI systems behave as intended. Cramming agent tools into the limited context window is expensive, slow, and fundamentally limited. Semantic Router enables...
    Downloads: 1 This Week
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  • 3
    gensim

    gensim

    Topic Modelling for Humans

    Gensim is a Python library for topic modeling, document indexing, and similarity retrieval with large corpora. The target audience is the natural language processing (NLP) and information retrieval (IR) community.
    Downloads: 0 This Week
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  • 4
    PyMC3

    PyMC3

    Probabilistic programming in Python

    ... in a model is not a scalar value or a fixed-length vector, but a function. A Gaussian process (GP) can be used as a prior probability distribution whose support is over the space of continuous functions. PyMC3 provides rich support for defining and using GPs. Variational inference saves computational cost by turning a problem of integration into one of optimization. PyMC3's variational API supports a number of cutting edge algorithms, as well as minibatch for scaling to large datasets.
    Downloads: 0 This Week
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  • 5
    Texthero

    Texthero

    Text preprocessing, representation and visualization from zero to hero

    Texthero is a python package to work with text data efficiently. It empowers NLP developers with a tool to quickly understand any text-based dataset and it provides a solid pipeline to clean and represent text data, from zero to hero.
    Downloads: 0 This Week
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  • 6
    3d Linear Transformation Visualization

    3d Linear Transformation Visualization

    Visualize 3d linear transformations.

    A linear transformation is a function from one vector space to another that respects the linear structure of each vector space. For visualizing this we can transform a vector, but it has an obvious problem, because the linear transformation transform the whole space, not just the vector, in other words it transforms the basis vectors thus every vector in the space gets transformed too. That's why i created this app so everyone can see how a transformation matrix change the whole space.
    Downloads: 1 This Week
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  • 7

    Fosite - advection problem solver

    numerical simulation code for solving transport equations in 1D/2D/3D

    Fosite is a generic framework for the numerical solution of hyperbolic conservation laws in generalized orthogonal coordinates. Its main purpose is the simulation of compressible flows in accretion disks. The underlying numerical solution method belongs to the family of unsplit conservative finite volume TVD schemes. The method is 2nd order accurate in space and uses high order Runge-Kutta and multistep schemes for time evolution. In addition to the pure advection code several source terms have...
    Downloads: 0 This Week
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  • 8

    PhaseSpace

    Analyse dynamical systems, plot its phase space and critical points.

    Phase Space is born out of the need of a simple yet powerful open source tool to study dynamical systems. PhaseSpace allows you to plot the phase space of the dynamical system you are studying, its critical points and the curves of slope zero and infinite.It can also plot the solutions of the system and it's vector field. To use PhaseSpace you'll need to have Python installed along with Matplotlib and Numpy.
    Downloads: 1 This Week
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  • 9
    GalGen Trader

    GalGen Trader

    A 2D Elite-style game written in Python 3.2.

    GalGen Trader is (or at least will be) a 2D space trading and exploration game set in a complex and persistent procedurally-generated universe. Dwarf Fortress in space, if you will. One of its most important features is the ability for extension modules to be added that can change just about any feature of the program; from new weapons and devices, to adventure modules that add new 'mini-plots' (similar to the Galactic Adventures DLC for Spore), to modules that replace parts of the core game...
    Downloads: 0 This Week
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  • 10
    Pylot

    Pylot

    2D space game with semi-realistic physics

    PLEASE NOTE: This project is no longer under active development. I have switched to Lua/LOVE as my language of choice, and am working on porting Pylot to Lua. Pylot is a multi-stage project to build a complex 2D spaceflight game in Python, inspired by Asteroids, XPilot, and Luola. The first stage of the project, which has been completed, is to create a clone of Asteroids - with a few improvements on the original gameplay. The second stage is to develop the game into a clone of XPilot, and...
    Downloads: 0 This Week
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  • 11

    pySpaceFighto

    2d vector space combat game inspired by space war

    It's space! It's fighto! And it's written in Python! Both players need to be present at the keyboard to play... just like old times. You'll need pygame (www.pygame.org) installed to play. Fighto!
    Downloads: 0 This Week
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  • 12
    Space simulation written in Python. The project aims to someday be like Elite with aspects of Trade Wars. Currently it is an interesting experiment in vector mathematics which demonstrates a minimalistic rendering engine for 3D space graphics.
    Downloads: 0 This Week
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  • 13
    This is a implementation of the 'enhanced Topic-based Vector Space Model' (eTVSM) using the python language. A Java-Version and maybe other java-code contributions are planned.
    Downloads: 0 This Week
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  • 14
    Vector Wars is a hyped-up, fast-paced, hectic space shooter.
    Downloads: 0 This Week
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