The Top 111 Transfer Learning Open Source Projects

Awesome Open Source

Awesome Open Source

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transfer-learning x

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210

The Top 111 Transfer Learning Open Source Projects

Categories > Machine Learning > Transfer Learning

Transferlearning ⭐ 6,935

Everything about Transfer Learning and Domain Adaptation--迁移学习

Autogluon ⭐ 3,126

AutoGluon: AutoML for Text, Image, and Tabular Data

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

Awesome Domain Adaptation ⭐ 2,776

A collection of AWESOME things about domian adaptation

Face.evolve.pytorch ⭐ 2,362

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

Kashgari ⭐ 2,089

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.

Transferlearning Tutorial ⭐ 1,916

《迁移学习简明手册》LaTex源码

Haystack ⭐ 1,703

🔍 End-to-end Python framework for building natural language search interfaces to data. Leverages Transformers and the State-of-the-Art of NLP. Supports DPR, Elasticsearch, Hugging Face’s Hub, and much more!

Machinelearning ⭐ 1,597

一些关于机器学习的学习资料与研究介绍

Awesome Transfer Learning ⭐ 1,371

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

Transfer Learning Conv Ai ⭐ 1,245

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

Jiant ⭐ 1,189

jiant is an NLP toolkit

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

Big_transfer ⭐ 1,131

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

Awesome Knowledge Distillation ⭐ 1,108

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

Densedepth ⭐ 996

High Quality Monocular Depth Estimation via Transfer Learning

Bert_language_understanding ⭐ 942

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

Spacy Transformers ⭐ 939

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

Bert Keras ⭐ 825

Keras implementation of BERT with pre-trained weights

Getting Things Done With Pytorch ⭐ 784

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.

Cutmix Pytorch ⭐ 778

Official Pytorch implementation of CutMix regularizer

Transfer Learning Library ⭐ 743

Transfer Learning Library for Domain Adaptation and Finetune.

Awesome Federated Learning ⭐ 716

Federated Learning Library: https://fedml.ai

Naacl_transfer_learning_tutorial ⭐ 689

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

Tensorflow 101 ⭐ 661

TensorFlow 101: Introduction to Deep Learning for Python Within TensorFlow

Deepdrive ⭐ 640

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

Easytransfer ⭐ 592

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

Awesome Bert Nlp ⭐ 574

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

Video Classification ⭐ 566

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

Nlp Paper ⭐ 494

Meta Transfer Learning ⭐ 457

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

Flow Forecast ⭐ 443

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

Modelsgenesis ⭐ 437

Official Keras & PyTorch Implementation and Pre-trained Models for Models Genesis - MICCAI 2019

Trainyourownyolo ⭐ 425

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

Transfer Learning Library

Multitask Learning ⭐ 377

Awesome Multitask Learning Resources

Abstractive Summarization With Transfer Learning ⭐ 360

Abstractive summarisation using Bert as encoder and Transformer Decoder

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

Fast Pytorch ⭐ 351

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

Amazon Forest Computer Vision ⭐ 350

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

Ner Bert ⭐ 343

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

Artificio ⭐ 332

Deep Learning Computer Vision Algorithms for Real-World Use

Assembled Cnn ⭐ 321

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

Xvision ⭐ 305

Chest Xray image analysis using Deep learning !

Pytorch Nlp Notebooks ⭐ 305

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

Bigdata18 ⭐ 291

Transfer learning for time series classification

Transfer Nlp ⭐ 287

NLP library designed for reproducible experimentation management

和（he for objective-c） —— “信息熵减机系统”

Learning to Cluster. A deep clustering strategy.

( TPAMI2021 / CVPR2019 Oral ) Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain Adaptation

Deeppicar ⭐ 247

Deep Learning Autonomous Car based on Raspberry Pi, SunFounder PiCar-V Kit, TensorFlow, and Google's EdgeTPU Co-Processor

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

Transfer_learning_tutorial ⭐ 228

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

Deepfake Detection ⭐ 224

Towards deepfake detection that actually works

Retrieval 2017 Cam ⭐ 219

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

Dureader Bert ⭐ 218

BERT Dureader多文档阅读理解排名第七

Seg Uncertainty ⭐ 216

IJCAI2020 & IJCV 2020 🌇 Unsupervised Scene Adaptation with Memory Regularization in vivo

Transfer Learning Suite ⭐ 215

Transfer Learning Suite in Keras. Perform transfer learning using any built-in Keras image classification model easily!

Transfer Learning library for Deep Neural Networks.

Chinese_ulmfit ⭐ 213

中文ULMFiT 情感分析文本分类

Imageatm ⭐ 201

Image classification for everyone.

Freezed ⭐ 197

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

Bert Sklearn ⭐ 191

a sklearn wrapper for Google's BERT model

Galaxy Image Classifier Tensorflow ⭐ 179

Classify whether an image is of a Spiral or an Elliptical Galaxy using Transfer Learning (Tensorflow)

Pytorch Retraining ⭐ 167

Transfer Learning Shootout for PyTorch's model zoo (torchvision)

Accel Brain Code ⭐ 166

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 processing.

Cvpr18 Inaturalist Transfer ⭐ 165

Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning. CVPR 2018

Image_keras ⭐ 162

Building an image classifier using keras

Complete Life Cycle Of A Data Science Project ⭐ 157

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

Backprop ⭐ 157

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

Transfer Learning Anime ⭐ 155

Transfer Learning for Anime Characters Recognition

Image_classifier ⭐ 142

CNN image classifier implemented in Keras Notebook 🖼️.

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

Learn To Select Data ⭐ 140

Code for Learning to select data for transfer learning with Bayesian Optimization

Sluice Networks ⭐ 136

Code for Sluice networks: Learning what to share between loosely related tasks

Imagenet ⭐ 136

Pytorch Imagenet Models Example + Transfer Learning (and fine-tuning)

Mk Tfjs ⭐ 133

Play MK.js with TensorFlow.js

Sigir2020_peterrec ⭐ 128

Parameter-Efficient Transfer from Sequential Behaviors for User Modeling and Recommendation

Laserembeddings ⭐ 127

LASER multilingual sentence embeddings as a pip package

Snca.pytorch ⭐ 125

Improving Generalization via Scalable Neighborhood Component Analysis

Pytorch_classifiers ⭐ 122

Almost any Image classification problem using pytorch

Keras_transfer_cifar10 ⭐ 120

Object classification with CIFAR-10 using transfer learning

Dogbreed_gluon ⭐ 116

kaggle Dog Breed Identification

Convolutional Handwriting Gan ⭐ 114

ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation (CVPR20)

Opentpod ⭐ 106

Open Toolkit for Painless Object Detection

Tensorflow Implementation of PathNet: Evolution Channels Gradient Descent in Super Neural Networks

Starcraft Ai ⭐ 95

Reinforcement Learning and Transfer Learning based StarCraft Micromanagement

Awesome Computer Vision ⭐ 95

Awesome Resources for Advanced Computer Vision Topics

Tweet Stance Prediction ⭐ 91

Applying NLP transfer learning techniques to predict Tweet stance toward a topic

Intrusion Detection System Using Deep Learning ⭐ 87

VGG-19 deep learning model trained using ISCX 2012 IDS Dataset

Ddc Transfer Learning ⭐ 84

A simple implementation of Deep Domain Confusion: Maximizing for Domain Invariance

Imageclassification ⭐ 83

Deep Learning: Image classification, feature visualization and transfer learning with Keras

Causalworld ⭐ 83

CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning

Library of transfer learners and domain-adaptive classifiers.

Deep Transfer Learning ⭐ 68

Deep Transfer Learning Papers

Cross Domain_ner ⭐ 68

Cross-domain NER using cross-domain language modeling, code for ACL 2019 paper

Sru Deeplearning Workshop ⭐ 66

دوره 12 ساعته یادگیری عمیق با چارچوب Keras

Weakly Supervised 3d Object Detection ⭐ 65

Weakly Supervised 3D Object Detection from Point Clouds (VS3D), ACM MM 2020

Pathnet Pytorch ⭐ 64

PyTorch implementation of PathNet: Evolution Channels Gradient Descent in Super Neural Networks

Drivebot ⭐ 62

tensorflow deep RL for driving a rover around

1-100 of 111 projects

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210