Everything about Transfer Learning and Domain Adaptation--迁移学习

AutoGluon: AutoML Toolkit for Deep Learning

A library for transfer learning by reusing parts of TensorFlow models.

A collection of AWESOME things about domian adaptation

🔥🔥High-Performance Face Recognition Library on PyTorch🔥🔥

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.

《迁移学习简明手册》LaTex源码

一些关于机器学习的学习资料与研究介绍

Toolkit for Pre-trained Model Application of PaddlePaddle（『飞桨』预训练模型应用工具 ）

Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)

🏡 Fast & easy transfer learning for NLP. Harvesting language models for the industry.

Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN

Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.

Keras implementation of BERT with pre-trained weights

🛸 spaCy pipelines for pre-trained BERT, XLNet and GPT-2

High Quality Monocular Depth Estimation via Transfer Learning

Repository of code for the tutorial on Transfer Learning in NLP held at NAACL 2019 in Minneapolis, MN, USA

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2020)。

Official Pytorch implementation of CutMix regularizer

TensorFlow 101: Introduction to Deep Learning for Python Within TensorFlow

A curated list of NLP resources focused on BERT, attention mechanism, Transformer networks, and transfer learning.

Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101

Transfer-Learning-Library

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

Transfer Learning Library

TensorFlow and PyTorch implementations of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)

Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks