transfer-learning

There are 33 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 9413
haystack
deepset-ai / haystack
:mag: Haystack is an open source NLP framework that leverages Transformer models. It enables developers to implement production-ready neural search, question answering, semantic document search and summarization for a wide range of applications.
nlp question-answering bert transfer-learning language-model pytorch semantic-search neural-search squad elasticsearch dpr information-retrieval summarization search-engine transformers natural-language-processing machine-learning ai python
Language:Python 4680
awslabs / autogluon
AutoGluon: AutoML for Image, Text, and Tabular Data
automl machine-learning data-science deep-learning ensemble-learning image-classification computer-vision natural-language-processing structured-data object-detection gluon mxnet transfer-learning pytorch automated-machine-learning scikit-learn autogluon tabular-data neural-architecture-search hyperparameter-optimization
Language:Python 4491
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
3705
tensorflow / hub
A library for transfer learning by reusing parts of TensorFlow models.
tensorflow machine-learning transfer-learning embeddings image-classification python ml
Language:Python 3117
ZhaoJ9014 / face.evoLVe
🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥
pytorch face-recognition face-detection face-alignment face-landmark-detection model-training feature-extraction fine-tuning data-augmentation deep-learning computer-vision imbalanced-learning transfer-learning hard-negative-mining supervised-learning nus tencent convolutional-neural-network machine-learning artificial-intelligence
Language:Python 2887
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 2298
jindongwang / transferlearning-tutorial
《迁移学习简明手册》LaTex源码
awsome domain-adaptation transfer-learning tutorial
Language:TeX 2208
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
1778
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
1773
thuml / Transfer-Learning-Library
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
domain-adaptation transfer-learning finetune open-set-domain-adaptation partial-domain-adaptation unsupervised-domain-adaptation semantic-segmentation keypoint-detection cyclegan-pytorch image-translation adversarial-learning deep-learning domain-generalization person-reidentification
Language:Python 1593
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 BERT.
pytorch deep-learning machine-learning computer-vision object-detection face-detection face-recognition time-series time-series-forecasting coronavirus tutorial lstm anomaly-detection time-series-anomaly-detection bert sentiment-analysis transformer nlp transfer-learning yolo
Language:Jupyter Notebook 1556
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 1522
artix41 / awesome-transfer-learning
Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)
transfer-learning domain-adaptation unsupervised-learning paper awesome-list
1512
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 1440
nyu-mll / jiant
jiant is an nlp toolkit
nlp sentence-representation bert multitask-learning transformers transfer-learning
Language:Python 1401
chaoyanghe / Awesome-Federated-Learning
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
1380
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 1332
DenseDepth
ialhashim / DenseDepth
High Quality Monocular Depth Estimation via Transfer Learning
deep-learning deep-neural-networks depth-estimation encoder-decoder-model keras-tensorflow python pytorch transfer-learning
Language:Jupyter Notebook 1280
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 1115
TJU-DRL-LAB / AI-Optimizer
The next generation deep reinforcement learning tookit
deep-learning reinforcement-learning transfer-learning
Language:Python 1095
clovaai / CutMix-PyTorch
Official Pytorch implementation of CutMix regularizer
cutmix augmentation regularization transfer-learning iccv2019
Language:Python 1001
flow-forecast
AIStream-Peelout / flow-forecast
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
deep-learning pytorch time-series-forecasting time-series transfer-learning deep-neural-networks transformer forecasting lstm time-series-regression state-of-the-art-models anomaly-detection time-series-analysis hacktoberfest
Language:Python 1000
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 951
Separius / BERT-keras
Keras implementation of BERT with pre-trained weights
keras transformer theano language-modeling nlp transfer-learning pretrained-models tensorflow
Language:Python 828
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 812
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
776
EasyTransfer
alibaba / EasyTransfer
EasyTransfer is designed to make the development of transfer learning in NLP applications easier.
bert nlp-applications knowledge-distillation transfer-learning
Language:Python 773
deepdrive
deepdrive / deepdrive
Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving
self-driving-car tensorflow reinforcement-learning unreal-engine simulation deep-learning python gym deep-reinforcement-learning sensorimotor competition vision control transfer-learning
Language:Python 761
HHTseng / video-classification
Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101
action-recognition video-classification pytorch-tutorial cnn rnn lstm resnet ucf101 transfer-learning
Language:Jupyter Notebook 738
huggingface / naacl_transfer_learning_tutorial
Repository of code for the tutorial on Transfer Learning in NLP held at NAACL 2019 in Minneapolis, MN, USA
nlp transfer-learning tutorial naacl
Language:Python 705
cedrickchee / awesome-bert-nlp
A curated list of NLP resources focused on BERT, attention mechanism, Transformer networks, and transfer learning.
nlp natural-language-processing bert transformer language-model transfer-learning attention-mechanism awesome-list gpt-2 xlnet neural-networks pre-trained-language-models gpt-3 awesome
691
LirongWu / awesome-graph-self-supervised-learning
Awesome Graph Self-Supervised Learning
data-augmentation deep-learning graph-neural-networks machine-learning pre-training pretext-task representation-learning self-supervised-learning transfer-learning unsupervised-learning
615
OPHoperHPO / image-background-remove-tool
✂️ Automated high-quality background removal framework for an image using neural networks. ✂️
basnet computer-vision deeplabv3 docker fastapi machine-learning matting python pytorch remove-background salient-object-detection segmentation torch transfer-learning trimap u2net
Language:Python 595
meta-transfer-learning
yaoyao-liu / meta-transfer-learning
TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)
few-shot-learning meta-learning transfer-learning mini-imagenet tiered-imagenet fewshot-cifar100
Language:Python 583
AntonMu / TrainYourOwnYOLO
Train a state-of-the-art yolov3 object detector from scratch!
yolov3 yolo object-detection python custom-yolo deep-learning deep-learning-tutorial detector inference annotating-images transfer-learning google-colab gpu tensorflow2 keras keras-models trainyourownyolo tf2 wandb weights-and-biases
Language:Jupyter Notebook 577

ezoic increase your site revenue

Related Topics

pytorch deep-learning gan computer-vision generative-adversarial-network