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  • 1
    Keras TCN

    Keras TCN

    Keras Temporal Convolutional Network

    ...The receptive field is defined as the maximum number of steps back in time from current sample at time T, that a filter from (block, layer, stack, TCN) can hit (effective history) + 1. The receptive field of the TCN can be calculated. Once keras-tcn is installed as a package, you can take a glimpse of what is possible to do with TCNs. Some tasks examples are available in the repository for this purpose.
    Downloads: 0 This Week
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  • 2
    onnxt5

    onnxt5

    Summarization, translation, sentiment-analysis, text-generation, etc.

    ...Run any of the T5 trained tasks in a line (translation, summarization, sentiment analysis, completion, generation) Export your own T5 models to ONNX easily. Utility functions to generate what you need quickly. Up to 4X speedup compared to PyTorch execution for smaller contexts.
    Downloads: 0 This Week
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  • 3
    Text2Video

    Text2Video

    Software tool that converts text to video for more engaging experience

    ...I started this project because during this semester, I have been given many reading assignments and I felt frustration in reading long text. For me, it was very time and energy-consuming to learn something through reading. So I imagined, "What if there was a tool that turns text into something more engaging such as a video, wouldn't it improve my learning experience?" I created a prototype web application that takes text as an input and generates a video as an output. I plan to further work on the project targeting young college students who are aged between 18 to 23 because they tend to prefer learning through videos over books based on the survey I found. ...
    Downloads: 5 This Week
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  • 4
    Delta ML

    Delta ML

    Deep learning based natural language and speech processing platform

    ...DELTA has been used for developing several state-of-the-art algorithms for publications and delivering real production to serve millions of users. It helps you to train, develop, and deploy NLP and/or speech models. Use configuration files to easily tune parameters and network structures. What you see in training is what you get in serving: all data processing and features extraction are integrated into a model graph. Text classification, named entity recognition, question and answering, text summarization, etc. Uniform I/O interfaces and no changes for new models.
    Downloads: 0 This Week
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    MongoDB Atlas runs apps anywhere

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  • 5
    DETR

    DETR

    End-to-end object detection with transformers

    ...We replace the full complex hand-crafted object detection pipeline with a Transformer, and match Faster R-CNN with a ResNet-50, obtaining 42 AP on COCO using half the computation power (FLOPs) and the same number of parameters. Inference in 50 lines of PyTorch. What it is. Unlike traditional computer vision techniques, DETR approaches object detection as a direct set prediction problem. It consists of a set-based global loss, which forces unique predictions via bipartite matching, and a Transformer encoder-decoder architecture. Given a fixed small set of learned object queries, DETR reasons about the relations of the objects and the global image context to directly output the final set of predictions in parallel. ...
    Downloads: 0 This Week
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  • 6
    Aida Lib

    Aida Lib

    Aida is a language agnostic library for text generation

    ...A variable can hold numbers (e.g. float, int) or strings. You can create branches and complex logic with Branch. The context, represented by the class Ctx, is useful to create rules that depends on what has been written before. Each object or literal that is passed to Aida is remembered by the context. Creating a reference expression is a common use-case, so we have a helper function called create_ref. You can compose operations on your text with some handy operators.
    Downloads: 0 This Week
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  • 7
    Snips NLU

    Snips NLU

    Snips Python library to extract meaning from text

    ...It’s the library that powers the NLU engine used in the Snips Console that you can use to create awesome and private-by-design voice assistants. The exact output is a bit richer, the point here is to give a glimpse on what kind of information can be extracted. Behind every chatbot and voice assistant lies a common piece of technology: Natural Language Understanding (NLU). Anytime a user interacts with an AI using natural language, their words need to be translated into a machine-readable description of what they meant. The NLU engine first detects what the intention of the user is (a.k.a. intent), then extracts the parameters (called slots) of the query. ...
    Downloads: 0 This Week
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  • 8
    A Machine Learning Course with Python

    A Machine Learning Course with Python

    A course about machine learning with Python

    ...The purpose of this project is to provide the most important aspects of Machine Learning by presenting a series of simple and yet comprehensive tutorials using Python. In this project, we built our tutorials using many different well-known Machine Learning frameworks such as Scikit-learn. In this project you will learn what is the definition of Machine Learning? When it started and what is the trending evolution? What are the Machine Learning categories and subcategories? What are the mostly used Machine Learning algorithms and how to implement them?
    Downloads: 0 This Week
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  • 9
    gpt2-client

    gpt2-client

    Easy-to-use TensorFlow Wrapper for GPT-2 117M, 345M, 774M, etc.

    ...You can play around with all four GPT-2 models in less than five lines of code. Install client via pip. The generation options are highly flexible. You can mix and match based on what kind of text you need generated, be it multiple chunks or one at a time with prompts.
    Downloads: 0 This Week
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  • 10
    Jarvis

    Jarvis

    Personal Assistant for Linux and macOS

    ...In order to start Jarvis just clone this repository and run python installer. Run Jarvis from anywhere by command jarvis. You can start by typing help within the Jarvis command line to check what Jarvis can do for you. Plugins may be modified using the decorators @alias, @require and @complete. These special decorators may be used in any order or several times.Not all plugins are compatible with every system. To specify compatibility constraints, use the require-feature.
    Downloads: 155 This Week
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  • 11
    Spotlight

    Spotlight

    Deep recommender models using PyTorch

    ...For example, generate_sequential generates a Markov-chain-derived interaction dataset, where the next item a user chooses is a function of their previous interactions. Recommendations can be seen as a sequence prediction task: given the items a user has interacted with in the past, what will be the next item they will interact with? Spotlight provides a range of models.
    Downloads: 0 This Week
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  • 12
    MMF

    MMF

    A modular framework for vision & language multimodal research

    ...MMF contains reference implementations of state-of-the-art vision and language models and has powered multiple research projects at Facebook AI Research. MMF is designed from ground up to let you focus on what matters, your model, by providing boilerplate code for distributed training, common datasets and state-of-the-art pre-trained baselines out-of-the-box. MMF is built on top of PyTorch that brings all of its power in your hands. MMF is not strongly opinionated. So you can use all of your PyTorch knowledge here. MMF is created to be easily extensible and composable. ...
    Downloads: 0 This Week
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  • 13
    CTS Surveyor

    CTS Surveyor

    Foot traffic and facial analytics for your business and home

    Surveyor is a software solution that monitors its environment via camera and gathers demographic information about the public in the surrounding area, providing important statistics such as number of people passing by as well as providing facial analytics to classify the pedestrians based on their age and gender. The statistical data is stored in a local database and is made available via RESTful API’s, and easy integration with other applications can be accomplished via a WebSocket...
    Downloads: 0 This Week
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  • 14
    howmanypeoplearearound

    howmanypeoplearearound

    Count the number of people around you by monitoring wifi signals

    howmanypeoplearearound calculates the number of people in the vicinity using the approximate number of smartphones as a proxy (since ~70% of people have smartphones nowadays). A cellphone is determined to be in proximity to the computer based on sniffing WiFi probe requests. Possible uses of howmanypeoplearearound include, monitoring foot traffic in your house with Raspberry Pis, seeing if your roommates are home, etc. There are a number of possible USB WiFi adapters that support monitor...
    Downloads: 0 This Week
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  • 15

    aimlGOAP

    A Goal Oriented Action Planning (GOAP) implementation for AIML bots

    Incorporate GOAP in your AIML bot to help it decide what to say. Requires PyGOAPng.
    Downloads: 0 This Week
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  • 16
    AI learning

    AI learning

    AiLearning, data analysis plus machine learning practice

    ...We are also exploring other categories of open source solutions and protocols. I hope you will understand this initiative, combine this initiative with your own interests, and do what you can. Everyone's tiny contributions, together, are the entire open source ecosystem. We are iBooker, a large open-source community, we-media, and online earning community, with a QQ group of more than 10,000 people and at least 10,000 subscribers. The number of Github Stars exceeds 60k, and it ranks in the top 100 of all Github organizations. ...
    Downloads: 0 This Week
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  • 17
    auto_ml

    auto_ml

    Automated machine learning for analytics & production

    ...Make a column_descriptions dictionary that tells us which attribute name in each row represents the value we’re trying to predict. Pass all that into auto_ml, and see what happens! You can pass in your own function to perform feature engineering on the data. This will be called as the first step in the pipeline that auto_ml builds out. You will be passed the entire X dataset (not the y dataset), and are expected to return the entire X dataset. The advantage of including it in the pipeline is that it will then be applied to any data you want predictions on later.
    Downloads: 0 This Week
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  • 18
    Use Vim as IDE

    Use Vim as IDE

    use vim as IDE

    ...The documentation is long and detailed, walking users from the fundamentals of Vim configuration (.vimrc, plugin management) through higher-order capabilities like semantic navigation and project toolchain integration. The philosophy: Vim already offers “what you need when you need it; what you want when you want it” and this repo shows how to tap that potential.
    Downloads: 0 This Week
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  • 19

    EducationalLCS

    eLCS - Educational Learning Classifier System

    ...Each eLCS implementations (from demo 2 up to demo 6) progressively add major components of the entire LCS algorithm in order to illustrate how work, how they are coded, and what impact they have on how an LCS algorithm runs. The Demo 6 version of eLCS is most similar to the UCS algorithm. Each version only includes the minimum code needed to perform the functions they were designed for. This way users can start by examining the simplest version of the code and progress forward. This code is intended to be used as an educational tool, or as algorithmic code building blocks.
    Downloads: 0 This Week
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  • 20

    Game of Turmites

    Conway's Game of Life and Turmites Combined!

    ...I'll consider putting some in later. I had been wanting to make the Game of Life for some time as well as make some kind of genetic algorithm based code. So, here is what I came up with. While this may just seem like simplify a graphical display of what boredom looks like... well, it really doesn't go much past that point. If you Don't know what Conway's game of life is: It's the Black (Or white, I may have changed them) cells that follow a simple set of instructions based on the state of its adjacent cells. ...
    Downloads: 0 This Week
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  • 21
    minder

    minder

    Monitoring your infrastructure for free.

    This software presents a flexible and configurable proposal for monitoring and management of real and virtual HPC infrastructures, compatible with paradigm of cloud computing. We help you to answer: 1) What is the performance of my resources? 2) What equipment and resources do we have already? 3) What do we need to upgrade or repair? 4) What can we consolidate to reduce complexity or reduce energy use? 5) What resources would be better reused somewhere else? Status: PreAlpha, so any help shall be welcome. Made for LINUX. GNU General Public License version 3.0 (GPLv3)
    Downloads: 0 This Week
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  • 22
    Hikari is a simple AI chat bot which is able to respond when you talk to her. Hikari can learn from conversations with users. She is still being developed at the moment, but hopefully some one will find a use for it. Hikari uses an IM like interface to talk to you and is mainly just for fun at the moment. Use the File > Show Character menu option to show or hide the talking animation.
    Downloads: 1 This Week
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  • 23
    If you are looking for a way to get WordNetŽ 's data into your relational DBMS, wordnet2sql is what you need!
    Downloads: 0 This Week
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  • 24
    nannY is short for Not another neural network! Why!?! and that's just what this is all about. nannY is supposed to be an easy to extend python implementation of artificial neural networks.
    Downloads: 0 This Week
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