transfer-learning

There are 51 repositories under transfer-learning topic.

transferlearning
jindongwang / transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
deep-learning domain-adaptation domain-adaption domain-generalization few-shot few-shot-learning generalization machine-learning meta-learning paper papers representation-learning self-supervised-learning style-transfer survey theory transfer-learning transferlearning tutorial-code unsupervised-learning
Language:Python 13273
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
bert chatgpt cnn deep-learning diffusion gan leedl-tutorial machine-learning network-compression pruning reinforcement-learning rnn self-attention transfer-learning transformer tutorial
Language:Jupyter Notebook 13155
autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
automl machine-learning data-science deep-learning ensemble-learning computer-vision natural-language-processing structured-data object-detection gluon transfer-learning pytorch automated-machine-learning scikit-learn autogluon tabular-data hyperparameter-optimization time-series forecasting python
Language:Python 7672
zhaoxin94 / awesome-domain-adaptation
A collection of AWESOME things about domian adaptation
adversarial-learning awesome-list domain-adaptation few-shot-learning image-translation optimal-transport paper transfer-learning zero-shot-learning
5052
TJU-DRL-LAB / AI-Optimizer
The next generation deep reinforcement learning tookit
deep-learning reinforcement-learning transfer-learning
Language:Python 4595
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 3465
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 3418
thuml / Transfer-Learning-Library
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
adversarial-learning dann deep-learning domain-adaptation finetune image-translation out-of-distribution-generalization self-training semi-supervised-learning transfer-learning unsupervised-domain-adaptation
Language:Python 3338
jindongwang / transferlearning-tutorial
《迁移学习简明手册》LaTex源码
awsome domain-adaptation transfer-learning tutorial
Language:TeX 2476
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
2468
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 sequence-labeling text-classification bert-model ner machine-learning nlp-framework named-entity-recognition gpt-2 transfer-learning seq2seq bert text-labeling
Language:Python 2387
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 2330
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
2236
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 2043
EasyNLP
alibaba / EasyNLP
EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit
bert deep-learning fewshot-learning knowledge-distillation knowledge-pretraining machine-learning nlp pretrained-models pytorch text-classification text-image-retrieval text-to-image-synthesis transfer-learning transformers
Language:Python 2034
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 2015
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
1983
chaoyanghe / Awesome-Federated-Learning
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
adversarial-attack-and-defense communication-efficiency computation-efficiency computer-vision continual-learning decentralized-federated-learning distributed-optimization federated-learning hierarchical-federated-learning incentive-mechanism interpretability machine-learning neural-architecture-search non-iid privacy semi-supervised-learning straggler-problem transfer-learning vertical-federated-learning wireless-communication
1924
FARM
deepset-ai / FARM
:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.
bert deep-learning germanbert language-models ner nlp nlp-framework nlp-library pretrained-models pytorch question-answering roberta transfer-learning xlnet-pytorch
Language:Python 1734
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 1734
artix41 / awesome-transfer-learning
Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)
awesome-list domain-adaptation paper transfer-learning unsupervised-learning
1708
nyu-mll / jiant
jiant is an nlp toolkit
bert multitask-learning nlp sentence-representation transfer-learning transformers
Language:Python 1637
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 1579
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 1505
finetuner
jina-ai / finetuner
:dart: Task-oriented embedding tuning for BERT, CLIP, etc.
bert few-shot-learning fine-tuning finetuning jina metric-learning negative-sampling neural-search openai-clip pretrained-models siamese-network similarity-learning transfer-learning triplet-loss
Language:Python 1466
LirongWu / awesome-graph-self-supervised-learning
Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"
data-augmentation deep-learning graph-neural-networks machine-learning pre-training pretext-task representation-learning self-supervised-learning transfer-learning unsupervised-learning
1346
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 1345
explosion / spacy-transformers
🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy
spacy spacy-pipeline spacy-extension nlp natural-language-processing natural-language-understanding pytorch bert google pytorch-model openai language-model machine-learning huggingface transfer-learning xlnet gpt-2
Language:Python 1339
clovaai / CutMix-PyTorch
Official Pytorch implementation of CutMix regularizer
cutmix augmentation regularization transfer-learning iccv2019
Language:Python 1214
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
1206
hendrycks / test
Measuring Massive Multitask Language Understanding | ICLR 2021
few-shot-learning gpt-3 muti-task transfer-learning
Language:Python 1152
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 1140
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
1062
serengil / tensorflow-101
TensorFlow 101: Introduction to Deep Learning
age-prediction autoencoders automl celebrity-recognition convolutional-neural-networks deep-learning deepface emotion-analysis face-recognition facenet facial-expression-recognition gender-prediction machine-learning neural-networks openface python style-transfer tensorflow transfer-learning vgg-face
Language:Jupyter Notebook 1057
brightmart / bert_language_understanding
Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN
bert-model language-model attention-is-all-you-need transformer-encoder pre-training language-understanding text-classification document-classification self-attention transfer-learning nlp question-answering textcnn fasttext
Language:Python 958
HHTseng / video-classification
Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101
action-recognition cnn lstm pytorch-tutorial resnet rnn transfer-learning ucf101 video-classification
Language:Jupyter Notebook 933

transfer-learning

jindongwang / transferlearning

datawhalechina / leedl-tutorial

autogluon / autogluon

zhaoxin94 / awesome-domain-adaptation

TJU-DRL-LAB / AI-Optimizer

tensorflow / hub

ZhaoJ9014 / face.evoLVe

thuml / Transfer-Learning-Library

jindongwang / transferlearning-tutorial

FLHonker / Awesome-Knowledge-Distillation

BrikerMan / Kashgari

curiousily / Getting-Things-Done-with-Pytorch

jingyi0000 / VLM_survey

neuralmagic / sparseml

alibaba / EasyNLP

AIStream-Peelout / flow-forecast

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

LirongWu / awesome-graph-self-supervised-learning

OPHoperHPO / image-background-remove-tool

explosion / spacy-transformers

clovaai / CutMix-PyTorch

asheeshcric / awesome-contrastive-self-supervised-learning

hendrycks / test

openvinotoolkit / training_extensions

cedrickchee / awesome-transformer-nlp

serengil / tensorflow-101

brightmart / bert_language_understanding

HHTseng / video-classification