KashgariKashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.
Stars: ✭ 2,235 (+3047.89%)
awesome-list-of-awesomesA curated list of all the Awesome --Topic Name-- lists I've found till date relevant to Data lifecycle, ML and DL.
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Pytorch RetrainingTransfer Learning Shootout for PyTorch's model zoo (torchvision)
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Pytorch AddaA PyTorch implementation for Adversarial Discriminative Domain Adaptation
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Accel Brain CodeThe purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language processing.
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Cvpr18 Inaturalist TransferLarge Scale Fine-Grained Categorization and Domain-Specific Transfer Learning. CVPR 2018
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MetaHeacThis is an official implementation for "Learning to Expand Audience via Meta Hybrid Experts and Critics for Recommendation and Advertising"(KDD2021).
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Sluice NetworksCode for Sluice networks: Learning what to share between loosely related tasks
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Cross Domain DetectionCross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation [Inoue+, CVPR2018].
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Snca.pytorchImproving Generalization via Scalable Neighborhood Component Analysis
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tamnun-mlAn easy to use open-source library for advanced Deep Learning and Natural Language Processing
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Sigir2020 peterrecParameter-Efficient Transfer from Sequential Behaviors for User Modeling and Recommendation
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Haystack🔍 Haystack is an open source NLP framework that leverages Transformer models. It enables developers to implement production-ready neural search, question answering, semantic document search and summarization for a wide range of applications.
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AU RecognitionAU_Recognition based on CKPlus/CK database
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Syn2RealRepository for Transfer Learning using Deep CNNs trained with synthetic images
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Image kerasBuilding an image classifier using keras
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GvbCode of Gradually Vanishing Bridge for Adversarial Domain Adaptation (CVPR2020)
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Starcraft AiReinforcement Learning and Transfer Learning based StarCraft Micromanagement
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Pytorch Nlp NotebooksLearn how to use PyTorch to solve some common NLP problems with deep learning.
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super-gradientsEasily train or fine-tune SOTA computer vision models with one open source training library
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Cutmix PytorchOfficial Pytorch implementation of CutMix regularizer
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Ta3n[ICCV 2019 (Oral)] Temporal Attentive Alignment for Large-Scale Video Domain Adaptation (PyTorch)
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Transfer NlpNLP library designed for reproducible experimentation management
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Learning Via TranslationImage-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification (https://arxiv.org/pdf/1711.07027.pdf). CVPR2018
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CPCE-3DLow-dose CT via Transfer Learning from a 2D Trained Network, In IEEE TMI 2018
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CrstCode for <Confidence Regularized Self-Training> in ICCV19 (Oral)
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Pathnet PytorchPyTorch implementation of PathNet: Evolution Channels Gradient Descent in Super Neural Networks
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Dann py3python 3 pytorch implementation of DANN
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task-transferabilityData and code for our paper "Exploring and Predicting Transferability across NLP Tasks", to appear at EMNLP 2020.
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CbstCode for <Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training> in ECCV18
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Bigdata18Transfer learning for time series classification
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Cdcl Human Part SegmentationRepository for Paper: Cross-Domain Complementary Learning Using Pose for Multi-Person Part Segmentation (TCSVT20)
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VisDA2020VisDA2020: 4th Visual Domain Adaptation Challenge in ECCV'20
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Naacl transfer learning tutorialRepository of code for the tutorial on Transfer Learning in NLP held at NAACL 2019 in Minneapolis, MN, USA
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paper annotationsA place to keep track of all the annotated papers.
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Generate to adaptImplementation of "Generate To Adapt: Aligning Domains using Generative Adversarial Networks"
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HubA library for transfer learning by reusing parts of TensorFlow models.
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TensorflowThis Repository contains all tensorflow tutorials.
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Jiantjiant is an NLP toolkit
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SclImplementation of "SCL: Towards Accurate Domain Adaptive Object Detection via Gradient Detach Based Stacked Complementary Losses"
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Spacy Transformers🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy
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ArtificioDeep Learning Computer Vision Algorithms for Real-World Use
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BIFI[ICML 2021] Break-It-Fix-It: Unsupervised Learning for Program Repair
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Learn To Select DataCode for Learning to select data for transfer learning with Bayesian Optimization
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