Search Results for "sci"
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Showing 14 open source projects for "sci"
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DeepXDE
A library for scientific machine learning & physics-informed learning
...Solving forward/inverse ordinary/partial differential equations (ODEs/PDEs) [SIAM Rev.] Solving forward/inverse integro-differential equations (IDEs) [SIAM Rev.] fPINN: solving forward/inverse fractional PDEs (fPDEs) [SIAM J. Sci. Comput.] NN-arbitrary polynomial chaos (NN-aPC): solving forward/inverse stochastic PDEs (sPDEs) [J. Comput. Phys.] PINN with hard constraints (hPINN): solving inverse design/topology optimization [SIAM J. Sci. Comput.] Residual-based adaptive sampling [SIAM Rev., arXiv] Gradient-enhanced PINN (gPINN) [Comput. Methods Appl. Mech. ... -
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imodelsX
Interpretable prompting and models for NLP
...Fit a better linear model using an LLM to extract embeddings. Fit better decision trees using an LLM to expand features. Finetune a single linear layer on top of LLM embeddings. Use these just a like a sci-kit-learn model. During training, they fit better features via LLMs, but at test-time, they are extremely fast and completely transparent. -
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Adversarial Robustness Toolbox
Adversarial Robustness Toolbox (ART) - Python Library for ML security
...ART provides tools that enable developers and researchers to evaluate, defend, certify and verify Machine Learning models and applications against the adversarial threats of Evasion, Poisoning, Extraction, and Inference. ART supports all popular machine learning frameworks (TensorFlow, Keras, PyTorch, MXNet, sci-kit-learn, XGBoost, LightGBM, CatBoost, GPy, etc.), all data types (images, tables, audio, video, etc.) and machine learning tasks (classification, object detection, generation, certification, etc.). -
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Scikit-LLM
Seamlessly integrate LLMs into scikit-learn
Seamlessly integrate powerful language models like ChatGPT into sci-kit-learn for enhanced text analysis tasks. At the moment the majority of the Scikit-LLM estimators are only compatible with some of the OpenAI models. Hence, a user-provided OpenAI API key is required. Additionally, Scikit-LLM will ensure that the obtained response contains a valid label. If this is not the case, a label will be selected randomly (label probabilities are proportional to label occurrences in the training set). ... -
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AWS Step Functions Data Science SDK
For building machine learning (ML) workflows and pipelines on AWS
The AWS Step Functions Data Science SDK is an open-source library that allows data scientists to easily create workflows that process and publish machine learning models using Amazon SageMaker and AWS Step Functions. You can create machine learning workflows in Python that orchestrate AWS infrastructure at scale, without having to provision and integrate the AWS services separately. The best way to quickly review how the AWS Step Functions Data Science SDK works is to review the related... -
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Python Advanced Scientific Calculator
Really, it is the title. By an 11 year old kid...
What this is, is an ongoing indie project for making a calculator. Well, it has more functions then your average calculator... Simple as that. There is no readme yet, but in the program, type features. Sorry, can't figure out formatting... -
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Trinkets for hackers. Currently: Rubik cube move series inventor. Go solver for tiny boards. Jokes converted into lateral puzzles. Turing machine enumeration Things coming: sci-fi ideas/stories, chess (endgame), etc... License GPL+GFDL
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Dead Channel is a sci-fi shoot 'em up game developed using pygame.
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A Sci-fi Game inspired by the Star Wars universe. Rise of Varan is a sci-fi game which will be picking the best elements from the SW universe, such as force powers, futuristic waponry and an epic story. Mail me at simen.skogheim@gmail.com for suggestions
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The Scientific Visualization Artist Tools (SVAT) include converters from the Visualization Toolkit (VTK) to RenderMan Interface Bytestream (RIB) (ASCII and binary files supported), Blender to RenderMan, compilable RenderMan shaders and other utilities.
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An RTS inspired by Syndicate. The player is in charge of a mercenary company in a dystopian futuristic sci-fi world.
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Free Mythological RPG
A free mythological RPG, in its initial stages.
Only the idea is born, along with few assets, which I will combine using blender into a simple game and post here. Then you can contribute by being part of the development team. I am not very good with characters, so can only make basic ones, but what I am really good at is realistic texturing using blender cycles engine. It will be a game made in belnder. So our strategy will be to make low poly 3d models in blender or import them into blender, and then use the game engine to make the game.
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