IntrotodeeplearningLab Materials for MIT 6.S191: Introduction to Deep Learning
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micro-unfurlSmall microservice that unfurls a URL and returns the OpenGraph meta data
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Neural-Machine-TranslationSeveral basic neural machine translation models implemented by PyTorch & TensorFlow
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bmuseganCode for “Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation”
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basis-expansionsBasis expansion transformers in sklearn style.
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TDRGTransformer-based Dual Relation Graph for Multi-label Image Recognition. ICCV 2021
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hum2songHum2Song: Multi-track Polyphonic Music Generation from Voice Melody Transcription with Neural Networks
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Kevinpro-NLP-demoAll NLP you Need Here. 个人实现了一些好玩的NLP demo,目前包含13个NLP应用的pytorch实现
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TitleStylistSource code for our "TitleStylist" paper at ACL 2020
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Transformer-MM-Explainability[ICCV 2021- Oral] Official PyTorch implementation for Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers, a novel method to visualize any Transformer-based network. Including examples for DETR, VQA.
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Zero-Shot-TTSUnofficial Implementation of Zero-Shot Text-to-Speech for Text-Based Insertion in Audio Narration
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LinkedIn Scraper🙋 A Selenium based automated program that scrapes profiles data,stores in CSV,follows them and saves their profile in PDF.
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ctc-asrEnd-to-end trained speech recognition system, based on RNNs and the connectionist temporal classification (CTC) cost function.
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melodyoflifeMelody of Life is a step sequencer using cellular automata
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dockerpkg-exampleExample app running in small docker container using dockerpkg
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magento-grid-colorsMagento 2 Grid Colors module for colorizing admin grids. Supports saving of states with the help of grid's bookmarks.
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php-json-apiJSON API transformer outputting valid (PSR-7) API Responses.
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alpr utilsALPR model in unconstrained scenarios for Chinese license plates
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YaEtlYet Another ETL in PHP
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CrabNetPredict materials properties using only the composition information!
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TRAR-VQA[ICCV 2021] TRAR: Routing the Attention Spans in Transformers for Visual Question Answering -- Official Implementation
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set-transformerA neural network architecture for prediction on sets
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proc-thatproc(ess)-that - easy extendable ETL tool for Node.js. Written in TypeScript.
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AdaSpeechAdaSpeech: Adaptive Text to Speech for Custom Voice
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alda-cljA Clojure library for live-coding music with Alda
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sticker2Further developed as SyntaxDot: https://github.com/tensordot/syntaxdot
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wavegan-pytorchPytorch Implementation of wavegan model to generate audio
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keyword-transformerOfficial implementation of the Keyword Transformer: https://arxiv.org/abs/2104.00769
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GraphormerGraphormer is a deep learning package that allows researchers and developers to train custom models for molecule modeling tasks. It aims to accelerate the research and application in AI for molecule science, such as material design, drug discovery, etc.
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ClusterTransformerTopic clustering library built on Transformer embeddings and cosine similarity metrics.Compatible with all BERT base transformers from huggingface.
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kospeechOpen-Source Toolkit for End-to-End Korean Automatic Speech Recognition leveraging PyTorch and Hydra.
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KitanaQAKitanaQA: Adversarial training and data augmentation for neural question-answering models
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ICON(TPAMI2022) Salient Object Detection via Integrity Learning.
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En-transformerImplementation of E(n)-Transformer, which extends the ideas of Welling's E(n)-Equivariant Graph Neural Network to attention
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h-transformer-1dImplementation of H-Transformer-1D, Hierarchical Attention for Sequence Learning
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Catch-A-WaveformOfficial pytorch implementation of the paper: "Catch-A-Waveform: Learning to Generate Audio from a Single Short Example" (NeurIPS 2021)
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Context-TransformerContext-Transformer: Tackling Object Confusion for Few-Shot Detection, AAAI 2020
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svelte-jestJest Svelte component transformer
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german-sentimentA data set and model for german sentiment classification.
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transformerA simple TensorFlow implementation of the Transformer
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NLP-paper🎨 🎨NLP 自然语言处理教程 🎨🎨 https://dataxujing.github.io/NLP-paper/
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imdb-transformerA simple Neural Network for sentiment analysis, embedding sentences using a Transformer network.
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DolboNetРусскоязычный чат-бот для Discord на архитектуре Transformer
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dodrioExploring attention weights in transformer-based models with linguistic knowledge.
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ConformerOfficial code for Conformer: Local Features Coupling Global Representations for Visual Recognition
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Transformer-TransducerPyTorch implementation of "Transformer Transducer: A Streamable Speech Recognition Model with Transformer Encoders and RNN-T Loss" (ICASSP 2020)
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SegFormerOfficial PyTorch implementation of SegFormer
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