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datawhalechina / leedl-tutorial

Star 16.7k

《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
  • Updated Nov 23, 2025
  • Jupyter Notebook

jindongwang / transferlearning

Star 14.3k

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
  • Updated Feb 18, 2025
  • Python

autogluon / autogluon

Star 10.6k

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
  • Updated Aug 19, 2026
  • Python

zhaoxin94 / awesome-domain-adaptation

Star 5.5k

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
  • Updated Dec 8, 2025

thuml / Transfer-Learning-Library

Star 3.9k

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
  • Updated May 10, 2024
  • Python

ZhaoJ9014 / face.evoLVe

Star 3.6k

🔥🔥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
  • Updated Mar 20, 2025
  • Python

tensorflow / hub

Star 3.5k

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

python machine-learning tensorflow ml embeddings image-classification transfer-learning
  • Updated Jan 17, 2025
  • Python

TJU-DRL-LAB / AI-Optimizer

Star 3.5k

The next generation deep reinforcement learning tookit

reinforcement-learning deep-learning transfer-learning
  • Updated Jun 16, 2023
  • Python

jingyi0000 / VLM_survey

Star 3.1k

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
  • Updated Oct 14, 2025

FLHonker / Awesome-Knowledge-Distillation

Star 2.7k

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
  • Updated May 30, 2023

jindongwang / transferlearning-tutorial

Star 2.5k

《迁移学习简明手册》LaTex源码

tutorial awsome transfer-learning domain-adaptation
  • Updated May 2, 2023
  • TeX

curiousily / Getting-Things-Done-with-Pytorch

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Star 2.5k

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
  • Updated Jun 30, 2024
  • Jupyter Notebook

BrikerMan / Kashgari

Star 2.4k

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
  • Updated Sep 3, 2024
  • Python

AIStream-Peelout / flow-forecast

Sponsor
Star 2.3k

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
  • Updated Aug 13, 2026
  • Python

alibaba / EasyNLP

Star 2.2k

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
  • Updated Nov 27, 2024
  • Python

neuralmagic / sparseml

Star 2.1k

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
  • Updated Jun 2, 2025
  • Python

chaoyanghe / Awesome-Federated-Learning

Star 2k

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
  • Updated Sep 3, 2022

jindongwang / MachineLearning

Star 2k

一些关于机器学习的学习资料与研究介绍

machine-learning activity-recognition transfer-learning
  • Updated Nov 10, 2018

artix41 / awesome-transfer-learning

Star 1.8k

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

paper awesome-list transfer-learning unsupervised-learning domain-adaptation
  • Updated Aug 25, 2023

huggingface / transfer-learning-conv-ai

Star 1.8k

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

nlp deep-learning dialog pytorch neural-networks chatbots transfer-learning gpt gpt-2
  • Updated Jun 12, 2023
  • Python

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