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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
Hub
⭐
2,787
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
Farm
⭐
1,177
🏡 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
NLP Paper
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!
Xlearn
⭐
410
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
Rexnet
⭐
358
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
He4o
⭐
285
和(he for objective-c) —— “信息熵减机系统”
L2c
⭐
269
Learning to Cluster. A deep clustering strategy.
Clan
⭐
257
( 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
Gam
⭐
232
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!
Xfer
⭐
215
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 🖼️.
Shot
⭐
142
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
Pathnet
⭐
97
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
Libtlda
⭐
73
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
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📦 78
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📦 113
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📦 80
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📦 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