285 results found Sort:

jindongwang
transferlearning jindongwang
3.8k
13.0k
mit
341
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
paper papers survey theory few-shot deep-learning meta-learning tutorial-code generalization style-transfer domain-adaption machine-learning transferlearning domain-adaptation few-shot-learning transfer-learning domain-generalization unsupervised-learning representation-learning self-supervised-learning
Created 2017-04-30
1,152 commits to master branch, last one 10 days ago
datawhalechina
leedl-tutorial datawhalechina
2.6k
10.0k
other
257
《李宏毅深度学习教程》（李宏毅老师推荐👍），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases
cnn gan rnn bert chatgpt pruning tutorial diffusion transformer deep-learning leedl-tutorial self-attention machine-learning transfer-learning network-compression reinforcement-learning
Created 2019-07-02
520 commits to master branch, last one 5 days ago
autogluon
autogluon autogluon
855
7.2k
apache-2.0
98
Fast and Accurate ML in 3 Lines of Code
gluon automl python pytorch autogluon forecasting time-series data-science scikit-learn tabular-data deep-learning computer-vision structured-data machine-learning object-detection ensemble-learning transfer-learning automated-machine-learning hyperparameter-optimization natural-language-processing
Created 2019-07-29
2,225 commits to master branch, last one 3 days ago
zhaoxin94
awesome-domain-adaptation zhaoxin94
858
4.9k
mit
141
A collection of AWESOME things about domian adaptation
paper awesome-list domain-adaptation few-shot-learning image-translation optimal-transport transfer-learning zero-shot-learning adversarial-learning
Created 2018-05-13
478 commits to master branch, last one 17 days ago
TJU-DRL-LAB
AI-Optimizer TJU-DRL-LAB
797
4.3k
unknown
690
The next generation deep reinforcement learning tookit
deep-learning transfer-learning reinforcement-learning
Created 2022-03-11
373 commits to main branch, last one 11 months ago
tensorflow
hub tensorflow
1.7k
3.4k
apache-2.0
151
A library for transfer learning by reusing parts of TensorFlow models.
ml python embeddings tensorflow machine-learning transfer-learning image-classification
Created 2018-03-12
1,183 commits to master branch, last one a day ago
ZhaoJ9014
face.evoLVe ZhaoJ9014
756
3.4k
mit
110
🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥
nus pytorch tencent fine-tuning deep-learning face-alignment face-detection model-training computer-vision face-recognition machine-learning data-augmentation transfer-learning feature-extraction imbalanced-learning supervised-learning hard-negative-mining artificial-intelligence face-landmark-detection convolutional-neural-network
Created 2019-01-04
746 commits to master branch, last one about a year ago
thuml
Transfer-Learning-Library thuml
542
3.2k
mit
47
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
dann finetune deep-learning self-training domain-adaptation image-translation transfer-learning adversarial-learning semi-supervised-learning unsupervised-domain-adaptation out-of-distribution-generalization
Created 2020-02-14
728 commits to master branch, last one 2 months ago
jindongwang
transferlearning-tutorial jindongwang
497
2.5k
unknown
104
《迁移学习简明手册》LaTex源码
awsome tutorial domain-adaptation transfer-learning
Created 2018-04-11
106 commits to master branch, last one about a year ago
FLHonker
Awesome-Knowledge-Distillation FLHonker
334
2.4k
unknown
61
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。
kd distillation deep-learning model-compression transfer-learning knowldge-distillation
Created 2019-10-17
349 commits to main branch, last one about a year ago
BrikerMan
Kashgari BrikerMan
439
2.4k
apache-2.0
64
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.
ner nlp bert gpt-2 seq2seq bert-model nlp-framework text-labeling machine-learning sequence-labeling transfer-learning text-classification named-entity-recognition
Created 2019-01-19
955 commits to v2-main branch, last one 2 years ago
curiousily
Getting-Things-Done-with-Pytorch curiousily
611
2.3k
apache-2.0
50
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 Autoenco...
nlp bert lstm yolo pytorch tutorial coronavirus time-series transformer deep-learning face-detection computer-vision face-recognition machine-learning object-detection anomaly-detection transfer-learning sentiment-analysis time-series-forecasting time-series-anomaly-detection
Created 2020-01-31
75 commits to master branch, last one 3 years ago
neuralmagic
sparseml neuralmagic
141
2.0k
apache-2.0
47
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
nlp onnx keras automl pruning pytorch sparsity tensorflow smaller-models sparsification object-detection transfer-learning pruning-algorithms deep-learning-models image-classification deep-learning-library sparsification-recipes deep-learning-algorithms computer-vision-algorithms
Created 2020-12-11
1,803 commits to main branch, last one a day ago
alibaba
EasyNLP alibaba
249
2.0k
apache-2.0
36
EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit
nlp bert pytorch transformers deep-learning fewshot-learning machine-learning pretrained-models transfer-learning text-classification text-image-retrieval knowledge-pretraining knowledge-distillation text-to-image-synthesis
Created 2022-04-06
862 commits to master branch, last one 2 months ago
jindongwang
MachineLearning jindongwang
634
2.0k
unknown
161
一些关于机器学习的学习资料与研究介绍
machine-learning transfer-learning activity-recognition
Created 2015-08-16
6 commits to master branch, last one 5 years ago
AIStream-Peelout
flow-forecast AIStream-Peelout
286
1.9k
gpl-3.0
29
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
lstm pytorch forecasting time-series transformer deep-learning hacktoberfest anomaly-detection transfer-learning deep-neural-networks time-series-analysis time-series-regression state-of-the-art-models time-series-forecasting
Created 2019-08-15
4,103 commits to master branch, last one 16 days ago
chaoyanghe
Awesome-Federated-Learning chaoyanghe
324
1.9k
unknown
90
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
non-iid privacy computer-vision interpretability machine-learning straggler-problem transfer-learning continual-learning federated-learning incentive-mechanism computation-efficiency wireless-communication communication-efficiency distributed-optimization semi-supervised-learning neural-architecture-search vertical-federated-learning adversarial-attack-and-defense hierarchical-federated-learning decentralized-federated-learning
Created 2020-07-03
124 commits to master branch, last one about a year ago
jingyi0000
VLM_survey jingyi0000
167
1.8k
unknown
115
Collection of AWESOME vision-language models for vision tasks
clip survey deep-learning computer-vision multi-modal-model transfer-learning vision-language-model knowledge-distillation
Created 2023-03-30
76 commits to main branch, last one 5 days ago
deepset-ai
FARM deepset-ai
244
1.7k
apache-2.0
53
:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.
ner nlp bert pytorch roberta germanbert nlp-library deep-learning nlp-framework xlnet-pytorch language-models pretrained-models transfer-learning question-answering
Created 2019-07-17
594 commits to master branch, last one about a year ago
huggingface
transfer-learning-conv-ai huggingface
426
1.7k
mit
86
🦄 State-of-the-Art Conversational AI with Transfer Learning
gpt nlp gpt-2 dialog pytorch chatbots deep-learning neural-networks transfer-learning
Created 2019-05-07
37 commits to master branch, last one 3 years ago
artix41
awesome-transfer-learning artix41
303
1.7k
unknown
94
Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)
paper awesome-list domain-adaptation transfer-learning unsupervised-learning
Created 2017-10-26
158 commits to master branch, last one 2 years ago
nyu-mll
jiant nyu-mll
294
1.6k
mit
44
jiant is an nlp toolkit
nlp bert transformers transfer-learning multitask-learning sentence-representation
Created 2018-06-18
1,930 commits to master branch, last one about a year ago
ialhashim
DenseDepth ialhashim
356
1.6k
gpl-3.0
33
High Quality Monocular Depth Estimation via Transfer Learning
python pytorch deep-learning depth-estimation keras-tensorflow transfer-learning deep-neural-networks encoder-decoder-model
Created 2018-12-28
93 commits to master branch, last one about a year ago
google-research
big_transfer google-research
174
1.5k
apache-2.0
42
Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.
jax pytorch imagenet tensorflow2 deep-learning transfer-learning convolutional-neural-networks
Created 2020-05-11
24 commits to master branch, last one 2 years ago
jina-ai
finetuner jina-ai
66
1.4k
apache-2.0
26
:dart: Task-oriented embedding tuning for BERT, CLIP, etc.
bert jina finetuning fine-tuning openai-clip triplet-loss neural-search metric-learning siamese-network few-shot-learning negative-sampling pretrained-models transfer-learning similarity-learning
Created 2021-08-11
686 commits to main branch, last one 10 months ago
explosion
spacy-transformers explosion
161
1.3k
mit
31
🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy
nlp bert gpt-2 spacy xlnet google openai pytorch huggingface pytorch-model language-model spacy-pipeline spacy-extension machine-learning transfer-learning natural-language-processing natural-language-understanding
Created 2019-07-26
1,477 commits to master branch, last one 2 days ago
LirongWu
awesome-graph-self-supervised-learning LirongWu
161
1.3k
unknown
16
Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"
pre-training pretext-task deep-learning machine-learning data-augmentation transfer-learning graph-neural-networks unsupervised-learning representation-learning self-supervised-learning
Created 2019-05-24
44 commits to main branch, last one 2 months ago
clovaai
CutMix-PyTorch clovaai
159
1.2k
mit
16
Official Pytorch implementation of CutMix regularizer
cutmix iccv2019 augmentation regularization transfer-learning
Created 2019-05-29
11 commits to master branch, last one 3 years ago
asheeshcric
awesome-contrastive-self-supervised-learning asheeshcric
123
1.1k
unknown
37
A comprehensive list of awesome contrastive self-supervised learning papers.
deep-learning transfer-learning unsupervised-learning hacktoberfest-accepted representation-learning self-supervised-learning
Created 2020-06-10
72 commits to master branch, last one 13 days ago
openvinotoolkit
training_extensions openvinotoolkit
436
1.1k
apache-2.0
46
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
automl pytorch datumaro openvino quantization deep-learning computer-vision machine-learning object-detection anomaly-detection transfer-learning action-recognition image-segmentation image-classification incremental-learning self-supervised-learning semi-supervised-learning neural-networks-compression hyper-parameter-optimization
Created 2018-10-26
477 commits to develop branch, last one a day ago