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752 search results found

Transferlearning ⭐ 12,494

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

Leedl Tutorial ⭐ 8,682

《李宏毅深度学习教程》，PDF下载地址：https://github.com/datawhalech

Autogluon ⭐ 7,205

Fast and Accurate ML in 3 Lines of Code

Awesome Domain Adaptation ⭐ 4,910

A collection of AWESOME things about domian adaptation

Super Gradients ⭐ 4,125

Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.

A library for transfer learning by reusing parts of TensorFlow models.

Face.evolve ⭐ 3,074

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥

Transfer Learning Library ⭐ 2,883

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

Ai Optimizer ⭐ 2,733

The next generation deep reinforcement learning tookit

Transferlearning Tutorial ⭐ 2,344

《迁移学习简明手册》LaTex源码

Awesome Knowledge Distillation ⭐ 2,182

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

Kashgari ⭐ 2,141

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.

Sparseml ⭐ 1,910

Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

Easynlp ⭐ 1,871

EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit

Flow Forecast ⭐ 1,759

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

🏡 Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

Jiant ⭐ 1,612

jiant is an nlp toolkit

Awesome Transfer Learning ⭐ 1,539

Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)

Transfer Learning Conv Ai ⭐ 1,499

🦄 State-of-the-Art Conversational AI with Transfer Learning

Awesome Federated Learning ⭐ 1,481

FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai

Machinelearning ⭐ 1,433

一些关于机器学习的学习资料与研究介绍

Big_transfer ⭐ 1,421

Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.

Vlm_survey ⭐ 1,405

Vision-Language Models for Vision Tasks: A Survey

Densedepth ⭐ 1,365

High Quality Monocular Depth Estimation via Transfer Learning

Spacy Transformers ⭐ 1,302

🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy

Awesome Graph Self Supervised Learning ⭐ 1,194

Awesome Graph Self-Supervised Learning

Finetuner ⭐ 1,133

🎯 Task-oriented finetuning for better embeddings on neural search

Training_extensions ⭐ 1,119

Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™

Awesome Transformer Nlp ⭐ 1,039

A curated list of NLP resources focused on Transformer networks, attention mechanism, GPT, BERT, ChatGPT, LLMs, and transfer learning.

Awesome Contrastive Self Supervised Learning ⭐ 1,029

A comprehensive list of awesome contrastive self-supervised learning papers.

Tensorflow 101 ⭐ 987

TensorFlow 101: Introduction to Deep Learning

Bert_language_understanding ⭐ 886

Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN

Getting Things Done With Pytorch ⭐ 873

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.

Deepdrive ⭐ 845

Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving

Iccv 2023 Papers ⭐ 806

ICCV 2023 Papers: Discover cutting-edge research from ICCV 2023, the leading computer vision conference. Stay updated on the latest in computer vision and deep learning, with code included. ⭐ support visual intelligence development!

Bert Keras ⭐ 802

Keras implementation of BERT with pre-trained weights

Easytransfer ⭐ 795

EasyTransfer is designed to make the development of transfer learning in NLP applications easier.

Torchxrayvision ⭐ 760

TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.

Meta Transfer Learning ⭐ 710

TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)

Primeqa ⭐ 677

The prime repository for state-of-the-art Multilingual Question Answering research and development.

Modelsgenesis ⭐ 674

[MICCAI 2019] [MEDIA 2020] Models Genesis

Naacl_transfer_learning_tutorial ⭐ 621

Repository of code for the tutorial on Transfer Learning in NLP held at NAACL 2019 in Minneapolis, MN, USA

Cutmix Pytorch ⭐ 611

Official Pytorch implementation of CutMix regularizer

Trainyourownyolo ⭐ 609

Train a state-of-the-art yolov3 object detector from scratch!

Promptclue ⭐ 592

PromptCLUE, 全中文任务支持零样本学习模型

Nlp Paper ⭐ 579

Deep Transfer Learning ⭐ 517

A collection of implementations of deep domain adaptation algorithms

Deepfake Detection ⭐ 501

Towards deepfake detection that actually works

Complete Life Cycle Of A Data Science Project ⭐ 499

Complete-Life-Cycle-of-a-Data-Science-Project

Video Classification ⭐ 498

Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101

Awesome Multi Task Learning ⭐ 494

2023 up-to-date list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.

Awesome Pretrain On Molecules ⭐ 440

[IJCAI 2023 survey track]A curated list of resources for chemical pre-trained models

Powerful Benchmarker ⭐ 426

A library for ML benchmarking. It's powerful.

Official Pytorch implementation of ReXNet (Rank eXpansion Network) with pretrained models

Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem. ⭐ Star to support our work!

Transfer Learning Library

Ner Bert ⭐ 404

BERT-NER (nert-bert) with google bert https://github.com/google-research.

Abstractive Summarization With Transfer Learning ⭐ 387

Abstractive summarisation using Bert as encoder and Transformer Decoder

Vitae Transformer Remote Sensing ⭐ 379

A comprehensive list of our research works related to remote sensing, including papers, codes, and citations. Note: The repo for [TGRS'22] "An Empirical Study of Remote Sensing Pretraining" has been moved to: https://github.com/ViTAE-Transformer/RSP

Awesome Test Time Adaptation ⭐ 378

Collection of awesome test-time (domain/batch/instance) adaptation methods

Seg Uncertainty ⭐ 374

IJCAI2020 & IJCV2021 🌇 Unsupervised Scene Adaptation with Memory Regularization in vivo

Multitask Learning ⭐ 374

Awesome Multitask Learning Resources

Amazon Forest Computer Vision ⭐ 366

Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks

Offsite Tuning ⭐ 352

Offsite-Tuning: Transfer Learning without Full Model

Sparsezoo ⭐ 347

Neural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes

Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)

Remote Sensing Rvsa ⭐ 331

The official repo for [TGRS'22] "Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model"

Assembled Cnn ⭐ 311

Tensorflow implementation of "Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network"

Reinvent ⭐ 310

Fast Pytorch ⭐ 299

Pytorch Tutorial, Pytorch with Google Colab, Pytorch Implementations: CNN, RNN, DCGAN, Transfer Learning, Chatbot, Pytorch Sample Codes

Xvision ⭐ 294

Chest Xray image analysis using Deep learning !

Awesome List Of Awesomes ⭐ 292

A curated list of all the Awesome --Topic Name-- lists I've found till date relevant to Data lifecycle, ML and DL.

Measuring Massive Multitask Language Understanding | ICLR 2021

Accel Brain Code ⭐ 289

The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language proces

Awesome Parameter Efficient Transfer Learning ⭐ 288

A collection of parameter-efficient transfer learning papers focusing on computer vision and multimodal domains.

Transfer Nlp ⭐ 281

NLP library designed for reproducible experimentation management

code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation"

Peoplesanspeople ⭐ 273

Unity's privacy-preserving human-centric synthetic data generator

Artificio ⭐ 269

Deep Learning Computer Vision Algorithms for Real-World Use

Awesome Swiss German ⭐ 261

Multi-language Analyze text in 26 Cantonal Swiss German, Italian, German, Chinese (simplified), French, Italian. pply natural language understanding (NLU) to their applications with features including sentiment analysis, entity analysis, entity sentiment analysis, content classification, and syntax analysis.

Stylegan Art ⭐ 257

train stylegan through transfer learning

A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).

Awesome Domain Adaptation Python Toolbox

Transfer Learning library for Deep Neural Networks.

( CVPR2019 Oral ) Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain Adaptation

Backprop ⭐ 242

Backprop makes it simple to use, finetune, and deploy state-of-the-art ML models.

[NeurIPS2022] Deep Model Reassembly

Pytorch Adapt ⭐ 234

Domain adaptation made easy. Fully featured, modular, and customizable.

Bigdata18 ⭐ 230

Transfer learning for time series classification

Freezed ⭐ 230

Freeze the Discriminator: a Simple Baseline for Fine-Tuning GANs (CVPRW 2020)

Transfer Learning Materials ⭐ 227

resource collection for transfer learning!

Transfer_learning_tutorial ⭐ 226

A guide to transfer learning with inception-resnet-v2.

[IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"

Learning to Cluster. A deep clustering strategy.

code of Towards Discriminability and Diversity: Batch Nuclear-norm Maximization under Label Insufficient Situations (CVPR2020 oral)

Imageatm ⭐ 209

Image classification for everyone.

Official Repository of NeurIPS 2023 - MedFM Challenge

Retrieval 2017 Cam ⭐ 206

Class-Weighted Convolutional Features for Image Retrieval (BMVC 2017)

Searching prompt modules for parameter-efficient transfer learning.

Pytorch Nlp Notebooks ⭐ 199

Learn how to use PyTorch to solve some common NLP problems with deep learning.

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