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The Top 111 Transfer Learning Open Source Projects

Categories > Machine Learning > Transfer Learning
Transferlearning ⭐ 7,426
Everything about Transfer Learning and Domain Adaptation--迁移学习
Autogluon ⭐ 3,483
AutoGluon: AutoML for Text, Image, and Tabular Data
Awesome Domain Adaptation ⭐ 3,025
A collection of AWESOME things about domian adaptation
Hub ⭐ 2,891
A library for transfer learning by reusing parts of TensorFlow models.
Face.evolve.pytorch ⭐ 2,491
🔥🔥High-Performance Face Recognition Library on PyTorch & PaddlePaddle🔥🔥
Haystack ⭐ 2,154
🔍 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!
Kashgari ⭐ 2,148
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 ⭐ 2,026
《迁移学习简明手册》LaTex源码
Machinelearning ⭐ 1,624
一些关于机器学习的学习资料与研究介绍
Awesome Transfer Learning ⭐ 1,407
Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)
Transfer Learning Conv Ai ⭐ 1,304
🦄 State-of-the-Art Conversational AI with Transfer Learning
Jiant ⭐ 1,302
jiant is an nlp toolkit
Farm ⭐ 1,269
🏡 Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.
Awesome Knowledge Distillation ⭐ 1,264
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。
Big_transfer ⭐ 1,218
Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.
Densedepth ⭐ 1,073
High Quality Monocular Depth Estimation via Transfer Learning
Spacy Transformers ⭐ 996
🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy
Bert_language_understanding ⭐ 949
Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN
Getting Things Done With Pytorch ⭐ 931
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.
Awesome Federated Learning ⭐ 893
Federated Learning Library: https://fedml.ai
Transfer Learning Library ⭐ 885
Transfer Learning Library for Domain Adaptation and Finetune.
Cutmix Pytorch ⭐ 836
Official Pytorch implementation of CutMix regularizer
Bert Keras ⭐ 822
Keras implementation of BERT with pre-trained weights
Tensorflow 101 ⭐ 703
TensorFlow 101: Introduction to Deep Learning for Python Within TensorFlow
Naacl_transfer_learning_tutorial ⭐ 700
Repository of code for the tutorial on Transfer Learning in NLP held at NAACL 2019 in Minneapolis, MN, USA
Deepdrive ⭐ 676
Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving
Easytransfer ⭐ 649
EasyTransfer is designed to make the development of transfer learning in NLP applications easier.
Video Classification ⭐ 622
Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101
Awesome Bert Nlp ⭐ 612
A curated list of NLP resources focused on BERT, attention mechanism, Transformer networks, and transfer learning.
Flow Forecast ⭐ 607
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
Nlp Paper ⭐ 524
NLP Paper
Trainyourownyolo ⭐ 486
Train a state-of-the-art yolov3 object detector from scratch!
Meta Transfer Learning ⭐ 482
TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)
Modelsgenesis ⭐ 467
Official Keras & PyTorch Implementation and Pre-trained Models for Models Genesis - MICCAI 2019
Xlearn ⭐ 420
Transfer Learning Library
Multitask Learning ⭐ 412
Awesome Multitask Learning Resources
Rexnet ⭐ 397
Official Pytorch implementation of ReXNet (Rank eXpansion Network) with pretrained models
Abstractive Summarization With Transfer Learning ⭐ 364
Abstractive summarisation using Bert as encoder and Transformer Decoder
Fast Pytorch ⭐ 357
Pytorch Tutorial, Pytorch with Google Colab, Pytorch Implementations: CNN, RNN, DCGAN, Transfer Learning, Chatbot, Pytorch Sample Codes
Amazon Forest Computer Vision ⭐ 353
Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks
Ner Bert ⭐ 347
BERT-NER (nert-bert) with google bert https://github.com/google-research.
Artificio ⭐ 344
Deep Learning Computer Vision Algorithms for Real-World Use
Pytorch Nlp Notebooks ⭐ 329
Learn how to use PyTorch to solve some common NLP problems with deep learning.
Assembled Cnn ⭐ 325
Tensorflow implementation of "Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network"
Xvision ⭐ 306
Chest Xray image analysis using Deep learning !
Bigdata18 ⭐ 301
Transfer learning for time series classification
He4o ⭐ 292
HE —— “信息熵减机系统”
Transfer Nlp ⭐ 287
NLP library designed for reproducible experimentation management
L2c ⭐ 272
Learning to Cluster. A deep clustering strategy.
Deeppicar ⭐ 261
Deep Learning Autonomous Car based on Raspberry Pi, SunFounder PiCar-V Kit, TensorFlow, and Google's EdgeTPU Co-Processor
Clan ⭐ 260
( TPAMI2021 / CVPR2019 Oral ) Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain Adaptation
Pykale ⭐ 250
Knowledge-Aware machine LEarning (KALE) from multiple sources in Python
Seg Uncertainty ⭐ 249
IJCAI2020 & IJCV 2020 🌇 Unsupervised Scene Adaptation with Memory Regularization in vivo
Deepfake Detection ⭐ 246
Towards deepfake detection that actually works
Gam ⭐ 242
A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).
Transfer_learning_tutorial ⭐ 228
A guide to transfer learning with inception-resnet-v2.
Xfer ⭐ 223
Transfer Learning library for Deep Neural Networks.
Retrieval 2017 Cam ⭐ 222
Class-Weighted Convolutional Features for Image Retrieval (BMVC 2017)
Chinese_ulmfit ⭐ 218
中文ULMFiT 情感分析 文本分类
Transfer Learning Suite ⭐ 215
Transfer Learning Suite in Keras. Perform transfer learning using any built-in Keras image classification model easily!
Freezed ⭐ 207
Freeze the Discriminator: a Simple Baseline for Fine-Tuning GANs (CVPRW 2020)
Bert Sklearn ⭐ 205
a sklearn wrapper for Google's BERT model
Complete Life Cycle Of A Data Science Project ⭐ 204
Complete-Life-Cycle-of-a-Data-Science-Project
Imageatm ⭐ 201
Image classification for everyone.
Backprop ⭐ 196
Backprop makes it simple to use, finetune, and deploy state-of-the-art ML models.
Accel Brain Code ⭐ 187
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.
Galaxy Image Classifier Tensorflow ⭐ 181
Classify whether an image is of a Spiral or an Elliptical Galaxy using Transfer Learning (Tensorflow)
Shot ⭐ 172
code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation"
Pytorch Retraining ⭐ 169
Transfer Learning Shootout for PyTorch's model zoo (torchvision)
Cvpr18 Inaturalist Transfer ⭐ 165
Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning. CVPR 2018
Image_keras ⭐ 163
Building an image classifier using keras
Transfer Learning Anime ⭐ 159
Transfer Learning for Anime Characters Recognition
Convolutional Handwriting Gan ⭐ 149
ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation (CVPR20)
Image_classifier ⭐ 147
CNN image classifier implemented in Keras Notebook 🖼️.
Learn To Select Data ⭐ 144
Code for Learning to select data for transfer learning with Bayesian Optimization
Laserembeddings ⭐ 144
LASER multilingual sentence embeddings as a pip package
Imagenet ⭐ 140
Pytorch Imagenet Models Example + Transfer Learning (and fine-tuning)
Mk Tfjs ⭐ 137
Play MK.js with TensorFlow.js
Sigir2020_peterrec ⭐ 137
Parameter-Efficient Transfer from Sequential Behaviors for User Modeling and Recommendation
Sluice Networks ⭐ 136
Code for Sluice networks: Learning what to share between loosely related tasks
Snca.pytorch ⭐ 127
Improving Generalization via Scalable Neighborhood Component Analysis
Pytorch_classifiers ⭐ 124
Almost any Image classification problem using pytorch
Keras_transfer_cifar10 ⭐ 122
Object classification with CIFAR-10 using transfer learning
Dogbreed_gluon ⭐ 116
kaggle Dog Breed Identification
Opentpod ⭐ 107
Open Toolkit for Painless Object Detection
Awesome Computer Vision ⭐ 106
Awesome Resources for Advanced Computer Vision Topics
Transfer Learning Materials ⭐ 103
resource collection for transfer learning!
Causalworld ⭐ 102
CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning
Pathnet ⭐ 98
Tensorflow Implementation of PathNet: Evolution Channels Gradient Descent in Super Neural Networks
Sru Deeplearning Workshop ⭐ 96
دوره 12 ساعته یادگیری عمیق با چارچوب Keras
Starcraft Ai ⭐ 95
Reinforcement Learning and Transfer Learning based StarCraft Micromanagement
Tweet Stance Prediction ⭐ 95
Applying NLP transfer learning techniques to predict Tweet stance toward a topic
Intrusion Detection System Using Deep Learning ⭐ 92
VGG-19 deep learning model trained using ISCX 2012 IDS Dataset
Imageclassification ⭐ 88
Deep Learning: Image classification, feature visualization and transfer learning with Keras
Ddc Transfer Learning ⭐ 86
A simple implementation of Deep Domain Confusion: Maximizing for Domain Invariance
Libtlda ⭐ 76
Library of transfer learners and domain-adaptive classifiers.
Cross Domain_ner ⭐ 74
Cross-domain NER using cross-domain language modeling, code for ACL 2019 paper
Weakly Supervised 3d Object Detection ⭐ 71
Weakly Supervised 3D Object Detection from Point Clouds (VS3D), ACM MM 2020
Pathnet Pytorch ⭐ 67
PyTorch implementation of PathNet: Evolution Channels Gradient Descent in Super Neural Networks
Deep Transfer Learning ⭐ 66
Deep Transfer Learning Papers
1-100 of 111 projects
Advertising 📦 10
All Projects
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
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
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