Kashgari 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.

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python shell machine-learning nlp text-classification named-entity-recognition transfer-learning seq2seq ner sequence-labeling bert nlp-framework bert-model text-labeling gpt-2

Pytorch Retraining

Transfer Learning Shootout for PyTorch's model zoo (torchvision)

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jupyter-notebook pytorch benchmark transfer-learning

Accel Brain Code

The 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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python deep-learning reinforcement-learning lstm generative-adversarial-network deep-reinforcement-learning transfer-learning semi-supervised-learning q-learning deep-q-network

Cvpr18 Inaturalist Transfer

Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning. CVPR 2018

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jupyter-notebook deep-learning tensorflow computer-vision image-classification transfer-learning cvpr2018

Image keras

Building an image classifier using keras

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jupyter-notebook deep-learning tensorflow keras rstats notebook transfer-learning keras-tutorials

Transferlearning Tutorial

《迁移学习简明手册》LaTex源码

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TeX HTML transfer-learning domain-adaptation tutorial awsome

Transfer Learning Anime

Transfer Learning for Anime Characters Recognition

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python tensorflow computer-vision opencv classification anime transfer-learning

Learn To Select Data

Code for Learning to select data for transfer learning with Bayesian Optimization

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python deep-learning machine-learning natural-language-processing transfer-learning

Complete Life Cycle Of A Data Science Project

Complete-Life-Cycle-of-a-Data-Science-Project

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deep-learning machine-learning pytorch data-science reinforcement-learning analysis unsupervised-learning transfer-learning datasets feature-engineering supervised-learning eda series exploratory-data-analysis

Image classifier

CNN image classifier implemented in Keras Notebook 🖼️.

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python jupyter-notebook machine-learning keras artificial-intelligence ai convolutional-neural-networks cnn ml image-classification notebook transfer-learning image-recognition cnn-keras

Sluice Networks

Code for Sluice networks: Learning what to share between loosely related tasks

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python deep-learning machine-learning natural-language-processing transfer-learning

Imagenet

Pytorch Imagenet Models Example + Transfer Learning (and fine-tuning)

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python deep-learning pytorch convolutional-neural-networks transfer-learning resnet pretrained-models densenet vgg

Shot

code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation"

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python transfer-learning domain-adaptation

Mk Tfjs

Play MK.js with TensorFlow.js

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javascript cnn ml transfer-learning mobilenet

Machinelearning

一些关于机器学习的学习资料与研究介绍

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machine-learning transfer-learning activity-recognition

Laserembeddings

LASER multilingual sentence embeddings as a pip package

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python pytorch nlp transfer-learning embeddings multilingual

Snca.pytorch

Improving Generalization via Scalable Neighborhood Component Analysis

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python deep-learning computer-vision transfer-learning

Pytorch classifiers

Almost any Image classification problem using pytorch

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python deep-learning machine-learning pytorch image-classification transfer-learning

Sigir2020 peterrec

Parameter-Efficient Transfer from Sequential Behaviors for User Modeling and Recommendation

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python recommender-system transfer-learning profiling ads user

Keras transfer cifar10

Object classification with CIFAR-10 using transfer learning

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jupyter-notebook visualization keras convolutional-neural-networks cnn classification image-classification images transfer-learning convolutional-networks classifier cnn-keras keras-models cnn-model

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.