Showing 78 open source projects for "learn language"

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  • 1
    Complete Machine Learning Package

    Complete Machine Learning Package

    A comprehensive machine learning repository containing 30+ notebooks

    ...Each notebook introduces theoretical ideas and then demonstrates how to implement them using Python libraries commonly used in data science, such as NumPy, pandas, scikit-learn, and TensorFlow. The repository also includes examples related to natural language processing, computer vision, and data visualization, giving learners exposure to several subfields of machine learning. By organizing the content into modular notebooks, the project allows users to explore topics independently and experiment with the code directly.
    Downloads: 4 This Week
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  • 2
    Learn Prompting

    Learn Prompting

    This website is a free, open-source guide on prompt engineering

    ...Harsh criticism is welcome too. We launched the first ever prompt hacking competition designed to enhance AI safety and education by challenging participants to outsmart large language models from May 5th to June 3rd! The competition featured 10 increasingly difficult levels of prompt hacking defenses and the chance to win over $35,000 in prizes. Coding is a great skill to learn alongside prompt engineering. We recommend learning Python, as it is a popular language for AI and machine learning. Be among the first to access the certification program as soon as it launches.
    Downloads: 0 This Week
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  • 3
    T81 558

    T81 558

    Applications of Deep Neural Networks

    ...Through a combination of advanced training techniques and neural network architectural components, it is now possible to create neural networks that can handle tabular data, images, text, and audio as both input and output. Deep learning allows a neural network to learn hierarchies of information in a way that is like the function of the human brain. This course will introduce the student to classic neural network structures, Convolution Neural Networks (CNN), Long Short-Term Memory (LSTM), Gated Recurrent Neural Networks (GRU), General Adversarial Networks (GAN) and reinforcement learning. Application of these architectures to computer vision, time series, security, natural language processing (NLP), and data generation will be covered. ...
    Downloads: 0 This Week
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  • 4
    Emb-GAM

    Emb-GAM

    An interpretable and efficient predictor using pre-trained models

    ...In contrast, generalized additive models (GAMs) can maintain interpretability but often suffer from poor prediction performance due to their inability to effectively capture feature interactions. In this work, we aim to bridge this gap by using pre-trained neural language models to extract embeddings for each input before learning a linear model in the embedding space. The final model (which we call Emb-GAM) is a transparent, linear function of its input features and feature interactions. Leveraging the language model allows Emb-GAM to learn far fewer linear coefficients, model larger interactions, and generalize well to novel inputs. ...
    Downloads: 0 This Week
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  • 5
    Machine Learning PyTorch Scikit-Learn

    Machine Learning PyTorch Scikit-Learn

    Code Repository for Machine Learning with PyTorch and Scikit-Learn

    ...For those who are interested in knowing what this book covers in general, I’d describe it as a comprehensive resource on the fundamental concepts of machine learning and deep learning. The first half of the book introduces readers to machine learning using scikit-learn, the defacto approach for working with tabular datasets. Then, the second half of this book focuses on deep learning, including applications to natural language processing and computer vision.
    Downloads: 3 This Week
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  • 6
    Next Generation Programming

    Next Generation Programming

    Compose Software Without Writing Any Programing Code

    "Next Generation Programming - Programming Without Coding Software" is a drag-drop wizard for creating simple or complex applications without writing any programming language code The Software is coded/designed with "Java Programming Language" for novice/expert programmers; Programmers can write softwares with visual tools : drag-drop components;visual editors... Programmers can use the software to compose of simple/complex applications : Database programs, circuit design, generate code and upload to chip for designed circuits (ESP8266, ESP32 chips) The Software in question is much simpler to use than PWCT (https://sourceforge.net/projects/doublesvsoop/) software. ...
    Downloads: 7 This Week
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  • 7
    Microsoft Bot Framework SDK

    Microsoft Bot Framework SDK

    Tool for building conversation applications

    ...Developers can model and build sophisticated conversation using their favorite programming languages including C#, JS, Python and Java or using Bot Framework Composer, an open-source, visual authoring canvas for developers and multi-disciplinary teams to design and build conversational experiences with Language Understanding, QnA Maker and sophisticated composition of bot replies (Language Generation). Checkout the Bot Framework ecosystem section to learn more about other tooling and services related to the Bot Framework SDK. The Bot Framework SDK v4 is an open source SDK that enable developers to model and build sophisticated conversation using their favorite programming language.
    Downloads: 1 This Week
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  • 8
    English2Cards

    English2Cards

    English Learning software

    English2Cards is a smart English learning program designed to improve your listening & speaking skills without Internet connection using great learning files. The program repeatedly reviews the educational cards at different times so that you can remember the new words and phrases that you have learned and be able to use them in real conversations easily and without thinking. During learning you can remember the words in the text and also get the translation, pronunciation and examples of...
    Downloads: 0 This Week
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  • 9
    CommAI-env

    CommAI-env

    A platform for developing AI systems

    ...The environment supports a wide variety of tasks — from simple pattern recognition and string manipulation to compositional language learning and reasoning.
    Downloads: 1 This Week
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  • 10
    GluonNLP

    GluonNLP

    NLP made easy

    GluonNLP is a toolkit that helps you solve NLP problems. It provides easy-to-use tools that helps you load the text data, process the text data, and train models. To facilitate both the engineers and researchers, we provide command-line-toolkits for downloading and processing the NLP datasets. Gluon NLP makes it easy to evaluate and train word embeddings. Here are examples to evaluate the pre-trained embeddings included in the Gluon NLP toolkit as well as example scripts for training...
    Downloads: 0 This Week
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  • 11
    fastText

    fastText

    Library for fast text classification and representation

    FastText is an open-source, free, lightweight library that allows users to learn text representations and text classifiers. It works on standard, generic hardware. Models can later be reduced in size to even fit on mobile devices. ext classification is a core problem to many applications, like spam detection, sentiment analysis or smart replies. In this tutorial, we describe how to build a text classifier with the fastText tool.
    Downloads: 1 This Week
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  • 12
    Dragonfire

    Dragonfire

    The open-source virtual assistant for Ubuntu based Linux distributions

    Dragonfire is the open-source virtual assistant project for Ubuntu-based Linux distributions. Her main objective is to serve as a command and control interface to the helmet user. So that you will be able to give orders just by using your voice commands and your eye movements. That makes the helmet handsfree. We are planning to ship Dragonfire as a preinstalled software package on DragonOS Linux Distribution. DragonOS will be a Linux distribution specially designed for the helmet. It will...
    Downloads: 0 This Week
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  • 13
    NeuroNER

    NeuroNER

    Named-entity recognition using neural networks

    Named-entity recognition (NER) aims at identifying entities of interest in the text, such as location, organization and temporal expression. Identified entities can be used in various downstream applications such as patient note de-identification and information extraction systems. They can also be used as features for machine learning systems for other natural language processing tasks. Leverages the state-of-the-art prediction capabilities of neural networks (a.k.a. "deep learning") Is...
    Downloads: 0 This Week
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  • 14
    SLING

    SLING

    A natural language frame semantics parser

    The aim of the SLING project is to learn to read and understand Wikipedia articles in many languages for the purpose of knowledge base completion, e.g. adding facts mentioned in Wikipedia (and other sources) to the Wikidata knowledge base. We use frame semantics as a common representation for both knowledge representation and document annotation. The SLING parser can be trained to produce frame semantic representations of text directly without any explicit intervening linguistic...
    Downloads: 0 This Week
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  • 15

    BioC

    We describe a simple XML format to share text documents and annotation

    A minimalist approach to share text documents and data annotations. Allows a large number of different annotations to be represented. Project files contain: - simple code to hold/read/write data and perform sample processing. - BioC-formatted corpora - BioC tools that work with BioC corpora BioC goals - simplicity - interoperability - broad use - reuse There should be little investment required to learn to use a format or a software module to process that format. We are...
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    Downloads: 2 This Week
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  • 16
    Engrisi:English Sinhala Learn Dictionary

    Engrisi:English Sinhala Learn Dictionary

    English Learning With Translating

    Engrisi Dictionary is Best Dictionary for Everywhere and a English Learning Tool. It is Help you to improve your English knowledge using Subtitile Translator. (See bellow Features List) Award List for Invention of the Engrisi Dictionary ICTA - e-Swabhimani 2012 SLIC - Dhasis 2012 More Details: http://namalyaya.blogspot.com Easy All of Your Language Problem With The Engrisi Dictionary ICTA Recommendation: http://tinyurl.com/be5tcze
    Downloads: 0 This Week
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  • 17
    Awesome Recurrent Neural Networks

    Awesome Recurrent Neural Networks

    A curated list of resources dedicated to RNN

    ...Provides a wide range of works and resources such as a Recurrent Neural Network Tutorial, a Sequence-to-Sequence Model Tutorial, Tutorials by nlintz, Notebook examples by aymericdamien, Scikit Flow (skflow) - Simplified Scikit-learn like Interface for TensorFlow, Keras (Tensorflow / Theano)-based modular deep learning library similar to Torch, char-rnn-tensorflow by sherjilozair, char-rnn in tensorflow, and much more. Codes, theory, applications, and datasets about natural language processing, robotics, computer vision, and much more.
    Downloads: 0 This Week
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  • 18

    Semantic Czech

    Task of the project is a semantic annotation of texts using NLP tools.

    Task of the project is a semantic annotation of texts using NLP tools. Czsem Mining Suite is mainly a GATE plugin that allows to use Treex and TectoMT tools inside GATE. Bsides that is also a Information Extraction tool based on dependency liguistics. It si capable to learn tree queries (dependecy based extraction rules) using Inducive Logic Programming.
    Downloads: 0 This Week
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  • 19
    Engrisi:English Sinhala Learn Dictionary

    Engrisi:English Sinhala Learn Dictionary

    Best English Sinhala Translator

    En Dictionary is Free, Efficiency Dictionary and a English Learning Tool. It is Help you to improve your English knowledge using amazing functionality. (See bellow Features List) Award for Invention of the En Dictioanry ICTA - e-Swabhimani 2012 SLIC - Dhasis 2012 Visit to More Details, http://namalyaya.blogspot.com/2014/01/free-download-english-learning-tool-en-dictionary-2014.html Easy All of Your Language Problem With The En Dictionary ICTA Recommendation....
    Downloads: 1 This Week
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  • 20

    En:Best Alternative to MADURA Dictionary

    En Dictionary is Free, Useful Dictionary and English Learning Tool

    En Dictionary is Free, Efficiency Dictionary and a English Learning Tool. Help you to improve your English knowledge using many functionality. (See bellow) Award for Invention of the En Dictioanry ICTA - e-Swabhimani 2012 SLIC - Dhasis 2012 Visit to More Details, http://namalyaya.blogspot.com/2014/01/free-download-english-learning-tool-en-dictionary-2014.html Easy All of Your Language Problem With The En Dictionary ICTA Recommendation. http://tinyurl.com/be5tcze "Real-time...
    Downloads: 0 This Week
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  • 21

    2OPL

    2OPL is a norm programming language for agent organizations.

    2OPL (Organization Oriented Programming Language) is a programming language for developing agent organizations. The used abstractions in the language are brute facts, effects of actions, norms and sanction rules. Brute facts are the state of the environment. Effect rules describe how actions change the brute facts. Norms describe which environment states counts as violations.
    Downloads: 0 This Week
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  • 22
    The first 3d search engine for text. Javascript only. Work in all browsers. Ajax downloads new words (and links between them) as you move mouse to control AI to learn what you're looking for (in context) and put it on screen. Includes Wikipedia data
    Downloads: 0 This Week
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  • 23
    Scrutiny is a Firefox extension which uses Natural Language Processing techniques to learn and identify entities within web pages (personal names, terminology, concepts etc) which it thinks might be of relevance to your particular area of research.
    Downloads: 1 This Week
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  • 24
    This project develops a web-based (JSP) Fuzzy Rule-Based Expert System for analyzing ECG (electro cardio gram) signals & diagnosing Tachi-Arrhythmias. Proj. main blocks: inference engine, knowledgebase, KB editor, explanation, and feature extraction.
    Downloads: 0 This Week
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  • 25
    TBLTools is a set of GATE processing resources that implements the Fast Transformation Based Learning Algorithm. You can train it to learn rules for NLP tasks such as Named Entity Recognition and Shallow parsing.
    Downloads: 0 This Week
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