uniformer-pytorchImplementation of Uniformer, a simple attention and 3d convolutional net that achieved SOTA in a number of video classification tasks, debuted in ICLR 2022
Stars: ✭ 90 (+350%)
Text Summarizer PytorchPytorch implementation of "A Deep Reinforced Model for Abstractive Summarization" paper and pointer generator network
Stars: ✭ 203 (+915%)
beam searchBeam search for neural network sequence to sequence (encoder-decoder) models.
Stars: ✭ 31 (+55%)
Code Docstring CorpusPreprocessed Python functions and docstrings for automated code documentation (code2doc) and automated code generation (doc2code) tasks.
Stars: ✭ 137 (+585%)
Subword NmtUnsupervised Word Segmentation for Neural Machine Translation and Text Generation
Stars: ✭ 1,819 (+8995%)
dgcnnClean & Documented TF2 implementation of "An end-to-end deep learning architecture for graph classification" (M. Zhang et al., 2018).
Stars: ✭ 21 (+5%)
pytorch-gansPyTorch implementation of GANs (Generative Adversarial Networks). DCGAN, Pix2Pix, CycleGAN, SRGAN
Stars: ✭ 21 (+5%)
py-lingualyticsA text analytics library with support for codemixed data
Stars: ✭ 36 (+80%)
Nlp Models TensorflowGathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0
Stars: ✭ 1,603 (+7915%)
JlmA fast LSTM Language Model for large vocabulary language like Japanese and Chinese
Stars: ✭ 105 (+425%)
ViNetViNet Pushing the limits of Visual Modality for Audio Visual Saliency Prediction
Stars: ✭ 36 (+80%)
CtcdecoderConnectionist Temporal Classification (CTC) decoding algorithms: best path, prefix search, beam search and token passing. Implemented in Python.
Stars: ✭ 529 (+2545%)
bytenet translationA TensorFlow Implementation of Machine Translation In Neural Machine Translation in Linear Time
Stars: ✭ 60 (+200%)
LightseqLightSeq: A High Performance Inference Library for Sequence Processing and Generation
Stars: ✭ 501 (+2405%)
pyroVEDInvariant representation learning from imaging and spectral data
Stars: ✭ 23 (+15%)
Im2latexImage to LaTeX (Seq2seq + Attention with Beam Search) - Tensorflow
Stars: ✭ 342 (+1610%)
ncemLearning cell communication from spatial graphs of cells
Stars: ✭ 77 (+285%)
Image CaptioningImage Captioning using InceptionV3 and beam search
Stars: ✭ 290 (+1350%)
TitleStylistSource code for our "TitleStylist" paper at ACL 2020
Stars: ✭ 72 (+260%)
neural-chatAn AI chatbot using seq2seq
Stars: ✭ 30 (+50%)
STAM-pytorchImplementation of STAM (Space Time Attention Model), a pure and simple attention model that reaches SOTA for video classification
Stars: ✭ 109 (+445%)
hexiaMid-level PyTorch Based Framework for Visual Question Answering.
Stars: ✭ 24 (+20%)
Transformers-RLAn easy PyTorch implementation of "Stabilizing Transformers for Reinforcement Learning"
Stars: ✭ 107 (+435%)
Openseq2seqToolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP
Stars: ✭ 1,378 (+6790%)
Njunmt TfAn open-source neural machine translation system developed by Natural Language Processing Group, Nanjing University.
Stars: ✭ 97 (+385%)
nnDetectionnnDetection is a self-configuring framework for 3D (volumetric) medical object detection which can be applied to new data sets without manual intervention. It includes guides for 12 data sets that were used to develop and evaluate the performance of the proposed method.
Stars: ✭ 355 (+1675%)
deep-blueberryIf you've always wanted to learn about deep-learning but don't know where to start, then you might have stumbled upon the right place!
Stars: ✭ 17 (-15%)
vat nmtImplementation of "Effective Adversarial Regularization for Neural Machine Translation", ACL 2019
Stars: ✭ 22 (+10%)
NGCF-PyTorchPyTorch Implementation for Neural Graph Collaborative Filtering
Stars: ✭ 200 (+900%)
Tensorflow ShakespeareNeural machine translation between the writings of Shakespeare and modern English using TensorFlow
Stars: ✭ 244 (+1120%)
Generative MLZSL[TPAMI Under Submission] Generative Multi-Label Zero-Shot Learning
Stars: ✭ 37 (+85%)
OpennmtOpen Source Neural Machine Translation in Torch (deprecated)
Stars: ✭ 2,339 (+11595%)
Im2LaTeXAn implementation of the Show, Attend and Tell paper in Tensorflow, for the OpenAI Im2LaTeX suggested problem
Stars: ✭ 16 (-20%)
NpmtTowards Neural Phrase-based Machine Translation
Stars: ✭ 175 (+775%)
CIANImplementation of the Character-level Intra Attention Network (CIAN) for Natural Language Inference (NLI) upon SNLI and MultiNLI corpus
Stars: ✭ 17 (-15%)
Mtbook《机器翻译:基础与模型》肖桐 朱靖波 著 - Machine Translation: Foundations and Models
Stars: ✭ 2,307 (+11435%)
MolDQN-pytorchA PyTorch Implementation of "Optimization of Molecules via Deep Reinforcement Learning".
Stars: ✭ 58 (+190%)
Ctranslate2Fast inference engine for OpenNMT models
Stars: ✭ 140 (+600%)
DCGCNDensely Connected Graph Convolutional Networks for Graph-to-Sequence Learning (authors' MXNet implementation for the TACL19 paper)
Stars: ✭ 73 (+265%)
Marian DevFast Neural Machine Translation in C++ - development repository
Stars: ✭ 136 (+580%)
Nmtpynmtpy is a Python framework based on dl4mt-tutorial to experiment with Neural Machine Translation pipelines.
Stars: ✭ 127 (+535%)
Opus MtOpen neural machine translation models and web services
Stars: ✭ 111 (+455%)
question-generationNeural Models for Key Phrase Detection and Question Generation
Stars: ✭ 29 (+45%)
PytorchnlpbookCode and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info
Stars: ✭ 1,390 (+6850%)
Optic-Disc-UnetAttention Unet model with post process for retina optic disc segmention
Stars: ✭ 77 (+285%)
Pytorch nmtA neural machine translation model in PyTorch
Stars: ✭ 100 (+400%)
ActiveSparseShifts-PyTorchImplementation of Sparse Shift Layer and Active Shift Layer (3D, 4D, 5D tensors) for PyTorch(CPU,GPU)
Stars: ✭ 27 (+35%)
Opennmt TfNeural machine translation and sequence learning using TensorFlow
Stars: ✭ 1,223 (+6015%)
NARREThis is our implementation of NARRE:Neural Attentional Regression with Review-level Explanations
Stars: ✭ 100 (+400%)
DARNNA Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction
Stars: ✭ 90 (+350%)
lstm-attentionAttention-based bidirectional LSTM for Classification Task (ICASSP)
Stars: ✭ 87 (+335%)
CheXpert-ChallengeCode for CheXpert Challenge 2019 Top 1 && Top 2 solution
Stars: ✭ 30 (+50%)