transfer-learning

There are 38 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
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 11095
haystack
deepset-ai / haystack
:mag: Haystack is an open source NLP framework to interact with your data using Transformer models and LLMs (GPT-3 and alike). Haystack offers production-ready tools to quickly build ChatGPT-like question answering, semantic search, text generation, and more.
nlp question-answering bert transfer-learning language-model pytorch semantic-search squad elasticsearch information-retrieval summarization transformers natural-language-processing machine-learning ai python chatgpt gpt-3 large-language-models generative-ai
Language:Python 7561
autogluon / autogluon
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
automl machine-learning data-science deep-learning ensemble-learning image-classification 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
Language:Python 5509
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
4272
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 3289
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 3145
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 2378
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 2355
jindongwang / transferlearning-tutorial
《迁移学习简明手册》LaTex源码
awsome domain-adaptation transfer-learning tutorial
Language:TeX 2333
TJU-DRL-LAB / AI-Optimizer
The next generation deep reinforcement learning tookit
reinforcement-learning transfer-learning deep-learning
Language:Python 2144
FLHonker / Awesome-Knowledge-Distillation
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。
kd knowldge-distillation distillation deep-learning transfer-learning model-compression
2120
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 1889
jindongwang / MachineLearning
一些关于机器学习的学习资料与研究介绍
machine-learning transfer-learning activity-recognition
1850
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
1652
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 1648
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 1593
artix41 / awesome-transfer-learning
Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)
transfer-learning domain-adaptation unsupervised-learning paper awesome-list
1580
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 1503
nyu-mll / jiant
jiant is an nlp toolkit
bert multitask-learning nlp sentence-representation transfer-learning transformers
Language:Python 1492
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 1427
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 1404
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 1373
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 1218
clovaai / CutMix-PyTorch
Official Pytorch implementation of CutMix regularizer
cutmix augmentation regularization transfer-learning iccv2019
Language:Python 1099
openvinotoolkit / training_extensions
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
openvino computer-vision deep-learning pytorch neural-networks-compression quantization hyper-parameter-optimization image-classification image-segmentation object-detection self-supervised-learning semi-supervised-learning transfer-learning action-recognition anomaly-detection datumaro automl machine-learning incremental-learning
Language:Python 1053
finetuner
jina-ai / finetuner
:dart: Task-oriented finetuning for better embeddings on neural search
fine-tuning pretrained-models few-shot-learning negative-sampling metric-learning siamese-network triplet-loss transfer-learning jina neural-search finetuning similarity-learning
Language:Python 997
LirongWu / awesome-graph-self-supervised-learning
Awesome Graph Self-Supervised Learning
self-supervised-learning machine-learning unsupervised-learning graph-neural-networks pre-training data-augmentation pretext-task representation-learning transfer-learning deep-learning
977
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
963
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 957
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 917
cedrickchee / awesome-transformer-nlp
A curated list of NLP resources focused on Transformer networks, attention mechanism, GPT, BERT, ChatGPT, LLMs, 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 chatgpt
865
OPHoperHPO / image-background-remove-tool
✂️ Automated high-quality background removal framework for an image using neural networks. ✂️
machine-learning python remove-background pytorch torch u2net deeplabv3 basnet computer-vision docker matting trimap fastapi salient-object-detection segmentation transfer-learning
Language:Python 838
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 830
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 826
Separius / BERT-keras
Keras implementation of BERT with pre-trained weights
keras language-modeling nlp pretrained-models tensorflow theano transfer-learning transformer
Language:Python 824
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 810

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