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transfer-learning

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datawhalechina /leedl-tutorial

《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

machine-learning tutorial reinforcement-learning deep-learning cnn transformer gan rnn pruning transfer-learning bert diffusion self-attention network-compression chatgpt leedl-tutorial

UpdatedNov 23, 2025
Jupyter Notebook

transferlearning

jindongwang /transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

machine-learning deep-learning paper survey style-transfer theory transfer-learning papers representation-learning unsupervised-learning tutorial-code domain-adaptation generalization transferlearning meta-learning few-shot few-shot-learning self-supervised-learning domain-generalization domain-adaption

UpdatedFeb 18, 2025
Python

autogluon

autogluon /autogluon

Fast and Accurate ML in 3 Lines of Code

python data-science machine-learning natural-language-processing computer-vision deep-learning time-series scikit-learn tabular-data pytorch forecasting hyperparameter-optimization ensemble-learning object-detection transfer-learning structured-data gluon automl automated-machine-learning autogluon

UpdatedDec 17, 2025
Python

zhaoxin94 /awesome-domain-adaptation

A collection of AWESOME things about domain adaptation

paper awesome-list transfer-learning image-translation optimal-transport zero-shot-learning adversarial-learning domain-adaptation few-shot-learning

UpdatedDec 8, 2025

thuml /Transfer-Learning-Library

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

deep-learning semi-supervised-learning self-training transfer-learning image-translation adversarial-learning domain-adaptation finetune unsupervised-domain-adaptation dann out-of-distribution-generalization

UpdatedMay 10, 2024
Python

ZhaoJ9014 /face.evoLVe

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

machine-learning computer-vision deep-learning pytorch artificial-intelligence feature-extraction supervised-learning face-recognition face-detection tencent transfer-learning nus convolutional-neural-network data-augmentation face-alignment imbalanced-learning model-training fine-tuning face-landmark-detection hard-negative-mining

UpdatedMar 20, 2025
Python

tensorflow /hub

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

python machine-learning tensorflow ml embeddings image-classification transfer-learning

UpdatedJan 17, 2025
Python

TJU-DRL-LAB /AI-Optimizer

The next generation deep reinforcement learning tookit

reinforcement-learning deep-learning transfer-learning

UpdatedJun 16, 2023
Python

jingyi0000 /VLM_survey

Collection of AWESOME vision-language models for vision tasks

computer-vision deep-learning survey transfer-learning clip knowledge-distillation vision-language-model multi-modal-model

UpdatedOct 14, 2025

FLHonker /Awesome-Knowledge-Distillation

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

deep-learning transfer-learning model-compression distillation kd knowldge-distillation

UpdatedMay 30, 2023

jindongwang /transferlearning-tutorial

《迁移学习简明手册》LaTex源码

tutorial awsome transfer-learning domain-adaptation

UpdatedMay 2, 2023
TeX

curiousily /Getting-Things-Done-with-Pytorch

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 BER

nlp machine-learning tutorial computer-vision deep-learning time-series sentiment-analysis pytorch transformer lstm yolo face-recognition face-detection object-detection transfer-learning bert anomaly-detection time-series-forecasting coronavirus time-series-anomaly-detection

UpdatedJun 30, 2024
Jupyter Notebook

BrikerMan /Kashgari

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.

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

UpdatedSep 3, 2024
Python

flow-forecast

AIStream-Peelout /flow-forecast

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

deep-neural-networks deep-learning time-series pytorch transformer lstm forecasting transfer-learning hacktoberfest time-series-analysis anomaly-detection time-series-forecasting time-series-regression state-of-the-art-models

UpdatedDec 4, 2025
Python

EasyNLP

alibaba /EasyNLP

EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit

nlp machine-learning deep-learning text-classification transformers pytorch transfer-learning pretrained-models knowledge-distillation bert text-to-image-synthesis fewshot-learning text-image-retrieval knowledge-pretraining

UpdatedNov 27, 2024
Python

sparseml

neuralmagic /sparseml

Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

nlp sparsity tensorflow keras pytorch deep-learning-algorithms image-classification deep-learning-library pruning object-detection transfer-learning automl computer-vision-algorithms onnx deep-learning-models sparsification pruning-algorithms smaller-models sparsification-recipes

UpdatedJun 2, 2025
Python

jindongwang /MachineLearning

一些关于机器学习的学习资料与研究介绍

machine-learning activity-recognition transfer-learning

UpdatedNov 10, 2018

chaoyanghe /Awesome-Federated-Learning

FedML - The Research and Production Integrated Federated Learning Library:https://fedml.ai

machine-learning privacy computer-vision semi-supervised-learning transfer-learning wireless-communication distributed-optimization interpretability neural-architecture-search federated-learning continual-learning vertical-federated-learning non-iid decentralized-federated-learning hierarchical-federated-learning adversarial-attack-and-defense communication-efficiency straggler-problem computation-efficiency incentive-mechanism

UpdatedSep 3, 2022

artix41 /awesome-transfer-learning

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

paper awesome-list transfer-learning unsupervised-learning domain-adaptation

UpdatedAug 25, 2023

transfer-learning-conv-ai

huggingface /transfer-learning-conv-ai

🦄 State-of-the-Art Conversational AI with Transfer Learning

nlp deep-learning dialog pytorch neural-networks chatbots transfer-learning gpt gpt-2

UpdatedJun 12, 2023
Python

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