transfer-learning

There are 53 repositories under transfer-learning topic.

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 deep-learning leedl-tutorial cnn reinforcement-learning transformer rnn gan pruning self-attention chatgpt tutorial network-compression diffusion transfer-learning bert
Language:Jupyter Notebook 14084
transferlearning
jindongwang / transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
transferlearning domain-adaptation transfer-learning survey deep-learning generalization few-shot tutorial-code theory papers few-shot-learning meta-learning domain-generalization representation-learning unsupervised-learning machine-learning self-supervised-learning paper style-transfer domain-adaption
Language:Python 13565
autogluon
autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
autogluon automated-machine-learning automl computer-vision data-science deep-learning ensemble-learning forecasting gluon hyperparameter-optimization machine-learning natural-language-processing object-detection python pytorch scikit-learn structured-data tabular-data time-series transfer-learning
Language:Python 8198
zhaoxin94 / awesome-domain-adaptation
A collection of AWESOME things about domian adaptation
transfer-learning domain-adaptation adversarial-learning image-translation awesome-list paper zero-shot-learning few-shot-learning optimal-transport
5151
TJU-DRL-LAB / AI-Optimizer
The next generation deep reinforcement learning tookit
deep-learning reinforcement-learning transfer-learning
Language:Python 4865
tensorflow / hub
A library for transfer learning by reusing parts of TensorFlow models.
embeddings image-classification machine-learning ml python tensorflow transfer-learning
Language:Python 3492
thuml / Transfer-Learning-Library
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
domain-adaptation transfer-learning finetune unsupervised-domain-adaptation image-translation adversarial-learning deep-learning self-training semi-supervised-learning dann out-of-distribution-generalization
Language:Python 3490
ZhaoJ9014 / face.evoLVe
🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥
artificial-intelligence computer-vision convolutional-neural-network data-augmentation deep-learning face-alignment face-detection face-landmark-detection face-recognition feature-extraction fine-tuning hard-negative-mining imbalanced-learning machine-learning model-training nus pytorch supervised-learning tencent transfer-learning
Language:Python 3460
jingyi0000 / VLM_survey
Collection of AWESOME vision-language models for vision tasks
clip computer-vision deep-learning knowledge-distillation multi-modal-model survey transfer-learning vision-language-model
2638
FLHonker / Awesome-Knowledge-Distillation
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。
deep-learning distillation kd knowldge-distillation model-compression transfer-learning
2528
jindongwang / transferlearning-tutorial
《迁移学习简明手册》LaTex源码
awsome domain-adaptation transfer-learning tutorial
Language:TeX 2495
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.
bert bert-model gpt-2 machine-learning named-entity-recognition ner nlp nlp-framework seq2seq sequence-labeling text-classification text-labeling transfer-learning
Language:Python 2394
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
anomaly-detection bert computer-vision coronavirus deep-learning face-detection face-recognition lstm machine-learning nlp object-detection pytorch sentiment-analysis time-series time-series-anomaly-detection time-series-forecasting transfer-learning transformer tutorial yolo
Language:Jupyter Notebook 2372
flow-forecast
AIStream-Peelout / flow-forecast
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
anomaly-detection deep-learning deep-neural-networks forecasting hacktoberfest lstm pytorch state-of-the-art-models time-series time-series-analysis time-series-forecasting time-series-regression transfer-learning transformer
Language:Python 2087
sparseml
neuralmagic / sparseml
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
automl computer-vision-algorithms deep-learning-algorithms deep-learning-library deep-learning-models image-classification keras nlp object-detection onnx pruning pruning-algorithms pytorch smaller-models sparsification sparsification-recipes sparsity tensorflow transfer-learning
Language:Python 2084
EasyNLP
alibaba / EasyNLP
EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit
transformers bert nlp pretrained-models deep-learning pytorch fewshot-learning knowledge-distillation knowledge-pretraining text-image-retrieval text-to-image-synthesis machine-learning text-classification transfer-learning
Language:Python 2083
jindongwang / MachineLearning
一些关于机器学习的学习资料与研究介绍
activity-recognition machine-learning transfer-learning
1992
chaoyanghe / Awesome-Federated-Learning
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
federated-learning machine-learning distributed-optimization non-iid vertical-federated-learning decentralized-federated-learning hierarchical-federated-learning neural-architecture-search transfer-learning continual-learning semi-supervised-learning adversarial-attack-and-defense privacy communication-efficiency straggler-problem computation-efficiency wireless-communication interpretability incentive-mechanism computer-vision
1935
FARM
deepset-ai / FARM
:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.
language-models bert nlp deep-learning transfer-learning pytorch nlp-library nlp-framework xlnet-pytorch ner question-answering pretrained-models roberta germanbert
Language:Python 1744
transfer-learning-conv-ai
huggingface / transfer-learning-conv-ai
🦄 State-of-the-Art Conversational AI with Transfer Learning
chatbots deep-learning dialog gpt gpt-2 neural-networks nlp pytorch transfer-learning
Language:Python 1742
artix41 / awesome-transfer-learning
Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)
transfer-learning domain-adaptation unsupervised-learning paper awesome-list
1728
nyu-mll / jiant
jiant is an nlp toolkit
nlp sentence-representation bert multitask-learning transformers transfer-learning
Language:Python 1652
DenseDepth
ialhashim / DenseDepth
High Quality Monocular Depth Estimation via Transfer Learning
deep-learning deep-neural-networks python keras-tensorflow depth-estimation encoder-decoder-model transfer-learning pytorch
Language:Jupyter Notebook 1587
google-research / big_transfer
Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.
deep-learning convolutional-neural-networks imagenet tensorflow2 jax pytorch transfer-learning
Language:Python 1516
finetuner
jina-ai / finetuner
:dart: Task-oriented embedding tuning for BERT, CLIP, etc.
fine-tuning pretrained-models few-shot-learning negative-sampling metric-learning siamese-network triplet-loss transfer-learning jina neural-search finetuning similarity-learning bert openai-clip
Language:Python 1482
OPHoperHPO / image-background-remove-tool
✂️ Automated high-quality background removal framework for an image using neural networks. ✂️
background-removal background-removal-js basnet computer-vision deeplabv3 docker fastapi machine-learning matting python pytorch remove-background salient-object-detection segmentation torch transfer-learning trimap u2net
Language:Python 1411
LirongWu / awesome-graph-self-supervised-learning
Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"
self-supervised-learning machine-learning unsupervised-learning graph-neural-networks pre-training data-augmentation pretext-task representation-learning transfer-learning deep-learning
1383
explosion / spacy-transformers
🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy
bert google gpt-2 huggingface language-model machine-learning natural-language-processing natural-language-understanding nlp openai pytorch pytorch-model spacy spacy-extension spacy-pipeline transfer-learning xlnet
Language:Python 1354
hendrycks / test
Measuring Massive Multitask Language Understanding | ICLR 2021
few-shot-learning gpt-3 muti-task transfer-learning
Language:Python 1248
asheeshcric / awesome-contrastive-self-supervised-learning
A comprehensive list of awesome contrastive self-supervised learning papers.
hacktoberfest-accepted self-supervised-learning representation-learning unsupervised-learning deep-learning transfer-learning
1234
clovaai / CutMix-PyTorch
Official Pytorch implementation of CutMix regularizer
cutmix augmentation regularization transfer-learning iccv2019
Language:Python 1224
openvinotoolkit / training_extensions
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
action-recognition anomaly-detection automl computer-vision datumaro deep-learning hyper-parameter-optimization image-classification image-segmentation incremental-learning machine-learning neural-networks-compression object-detection openvino pytorch quantization self-supervised-learning semi-supervised-learning transfer-learning
Language:Python 1149
cedrickchee / awesome-transformer-nlp
A curated list of NLP resources focused on Transformer networks, attention mechanism, GPT, BERT, ChatGPT, LLMs, and transfer learning.
attention-mechanism awesome awesome-list bert chatgpt gpt-2 gpt-3 gpt-4 language-model llama natural-language-processing neural-networks nlp pre-trained-language-models transfer-learning transformer xlnet
1078
serengil / tensorflow-101
TensorFlow 101: Introduction to Deep Learning
tensorflow python neural-networks deep-learning machine-learning face-recognition facial-expression-recognition style-transfer autoencoders transfer-learning convolutional-neural-networks age-prediction gender-prediction celebrity-recognition automl vgg-face facenet openface deepface emotion-analysis
Language:Jupyter Notebook 1067
brightmart / bert_language_understanding
Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN
attention-is-all-you-need bert-model document-classification fasttext language-model language-understanding nlp pre-training question-answering self-attention text-classification textcnn transfer-learning transformer-encoder
Language:Python 960
torchxrayvision
mlmed / torchxrayvision
TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.
medical-imaging medical-ai deep-learning machine-learning transfer-learning dataset image-classification medical-image-processing medical-application medical medical-image-analysis chest-xray chest-radiographs cxr cxr-images chest-xray-images pytorch torchxrayvision foundation-models
Language:Jupyter Notebook 947

transfer-learning

datawhalechina / leedl-tutorial

jindongwang / transferlearning

autogluon / autogluon

zhaoxin94 / awesome-domain-adaptation

TJU-DRL-LAB / AI-Optimizer

tensorflow / hub

thuml / Transfer-Learning-Library

ZhaoJ9014 / face.evoLVe

jingyi0000 / VLM_survey

FLHonker / Awesome-Knowledge-Distillation

jindongwang / transferlearning-tutorial

BrikerMan / Kashgari

curiousily / Getting-Things-Done-with-Pytorch

AIStream-Peelout / flow-forecast

neuralmagic / sparseml

alibaba / EasyNLP

jindongwang / MachineLearning

chaoyanghe / Awesome-Federated-Learning

deepset-ai / FARM

huggingface / transfer-learning-conv-ai

artix41 / awesome-transfer-learning

nyu-mll / jiant

ialhashim / DenseDepth

google-research / big_transfer

jina-ai / finetuner

OPHoperHPO / image-background-remove-tool

LirongWu / awesome-graph-self-supervised-learning

explosion / spacy-transformers

hendrycks / test

asheeshcric / awesome-contrastive-self-supervised-learning

clovaai / CutMix-PyTorch

openvinotoolkit / training_extensions

cedrickchee / awesome-transformer-nlp

serengil / tensorflow-101

brightmart / bert_language_understanding

mlmed / torchxrayvision