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The Top 1,332 Transfer Learning Open Source Projects

Categories > Machine Learning > Transfer Learning
Transferlearning ⭐ 9,839
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
most recent commit 7 days ago
Haystack ⭐ 5,179
🔍 Haystack is an open source NLP framework that leverages pre-trained Transformer models. It enables developers to quickly implement production-ready semantic search, question answering, summarization and document ranking for a wide range of NLP applications.
dependent packages 2total releases 22most recent commit 21 hours agopypi farm-haystack} Downloads
Autogluon ⭐ 4,711
AutoGluon: AutoML for Image, Text, and Tabular Data
dependent packages 12total releases 645most recent commit a day agopypi autogluon.core} Downloads
Awesome Domain Adaptation ⭐ 3,867
A collection of AWESOME things about domian adaptation
most recent commit 3 days ago
Hub ⭐ 3,164
A library for transfer learning by reusing parts of TensorFlow models.
dependent packages 127total releases 15most recent commit 3 days agopypi tensorflow-hub} Downloads
Face.evolve ⭐ 2,899
🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥
most recent commit 3 months ago
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.
dependent packages 1total releases 11most recent commit a year agopypi kashgari-tf} Downloads
Transferlearning Tutorial ⭐ 1,945
《迁移学习简明手册》LaTex源码
most recent commit a year ago
Transfer Learning Library ⭐ 1,781
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
total releases 2most recent commit a day ago
Awesome Knowledge Distillation ⭐ 1,637
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。
most recent commit 6 months ago
Farm ⭐ 1,506
🏡 Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.
total releases 2most recent commit 4 months ago
Jiant ⭐ 1,433
jiant is an nlp toolkit
total releases 6most recent commit 12 days ago
Machinelearning ⭐ 1,433
一些关于机器学习的学习资料与研究介绍
most recent commit 4 years ago
Awesome Transfer Learning ⭐ 1,429
Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)
most recent commit 10 months ago
Awesome Federated Learning ⭐ 1,406
Federated Learning Library: https://fedml.ai
most recent commit 2 months ago
Transfer Learning Conv Ai ⭐ 1,370
🦄 State-of-the-Art Conversational AI with Transfer Learning
most recent commit 9 months ago
Big_transfer ⭐ 1,301
Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.
most recent commit 6 months ago
Ai Optimizer ⭐ 1,256
The next generation deep reinforcement learning tookit
most recent commit 3 months ago
Densedepth ⭐ 1,175
High Quality Monocular Depth Estimation via Transfer Learning
most recent commit 8 months ago
Spacy Transformers ⭐ 1,139
🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy
dependent packages 6total releases 4most recent commit 3 days ago
Flow Forecast ⭐ 1,075
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
most recent commit 3 days ago
Bert_language_understanding ⭐ 886
Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN
most recent commit 4 years ago
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.
most recent commit a year ago
Tensorflow 101 ⭐ 813
TensorFlow 101: Introduction to Deep Learning
most recent commit 3 months ago
Bert Keras ⭐ 802
Keras implementation of BERT with pre-trained weights
most recent commit 3 years ago
Easytransfer ⭐ 780
EasyTransfer is designed to make the development of transfer learning in NLP applications easier.
total releases 6most recent commit 2 months ago
Awesome Contrastive Self Supervised Learning ⭐ 769
A comprehensive list of awesome contrastive self-supervised learning papers.
most recent commit 3 months ago
Deepdrive ⭐ 745
Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving
most recent commit 5 months ago
Awesome Bert Nlp ⭐ 703
A curated list of NLP resources focused on BERT, attention mechanism, Transformer networks, and transfer learning.
most recent commit 17 days ago
Awesome Graph Self Supervised Learning ⭐ 622
Awesome Graph Self-Supervised Learning
most recent commit 3 months ago
Naacl_transfer_learning_tutorial ⭐ 621
Repository of code for the tutorial on Transfer Learning in NLP held at NAACL 2019 in Minneapolis, MN, USA
most recent commit 3 years ago
Cutmix Pytorch ⭐ 611
Official Pytorch implementation of CutMix regularizer
most recent commit 2 years ago
Trainyourownyolo ⭐ 596
Train a state-of-the-art yolov3 object detector from scratch!
most recent commit 3 days ago
Modelsgenesis ⭐ 526
Official Keras & PyTorch Implementation and Pre-trained Models for Models Genesis - MICCAI 2019
most recent commit 6 months ago
Deep Transfer Learning ⭐ 517
A collection of implementations of deep domain adaptation algorithms
most recent commit 5 months ago
Torchxrayvision ⭐ 512
TorchXRayVision: A library of chest X-ray datasets and models.
total releases 33most recent commit 4 days ago
Finetuner ⭐ 500
Task-oriented finetuning for better embeddings on neural search
total releases 187most recent commit 3 days ago
Video Classification ⭐ 498
Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101
most recent commit 2 years ago
Meta Transfer Learning ⭐ 496
TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)
most recent commit a year ago
Super Gradients ⭐ 432
Easily train or fine-tune SOTA computer vision models with one open source training library
total releases 13most recent commit 4 days ago
Rexnet ⭐ 416
Official Pytorch implementation of ReXNet (Rank eXpansion Network) with pretrained models
most recent commit 7 months ago
Xlearn ⭐ 409
Transfer Learning Library
most recent commit a year ago
Powerful Benchmarker ⭐ 386
A library for ML benchmarking. It's powerful.
total releases 34most recent commit a day ago
Nlp Paper ⭐ 381
NLP Paper
most recent commit 2 years ago
Ner Bert ⭐ 378
BERT-NER (nert-bert) with google bert https://github.com/google-research.
most recent commit 3 years ago
Multitask Learning ⭐ 374
Awesome Multitask Learning Resources
most recent commit a year ago
Amazon Forest Computer Vision ⭐ 353
Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks
most recent commit 3 years ago
Pykale ⭐ 348
Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem
total releases 9most recent commit 3 days ago
Vergeml ⭐ 337
Machine Learning Environment - alpha version
most recent commit 3 years ago
Complete Life Cycle Of A Data Science Project ⭐ 327
Complete-Life-Cycle-of-a-Data-Science-Project
most recent commit 18 hours ago
Deepfake Detection ⭐ 311
Towards deepfake detection that actually works
most recent commit 5 months ago
Assembled Cnn ⭐ 311
Tensorflow implementation of "Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network"
most recent commit 2 years ago
He4o ⭐ 303
HE —— “信息熵减机系统”
most recent commit 6 days ago
Abstractive Summarization With Transfer Learning ⭐ 301
Abstractive summarisation using Bert as encoder and Transformer Decoder
most recent commit 3 years ago
Fast Pytorch ⭐ 299
Pytorch Tutorial, Pytorch with Google Colab, Pytorch Implementations: CNN, RNN, DCGAN, Transfer Learning, Chatbot, Pytorch Sample Codes
most recent commit 3 years ago
Xvision ⭐ 294
Chest Xray image analysis using Deep learning !
most recent commit 3 years ago
Seg Uncertainty ⭐ 283
IJCAI2020 & IJCV 2021 🌇 Unsupervised Scene Adaptation with Memory Regularization in vivo
most recent commit 8 months ago
Transfer Nlp ⭐ 281
NLP library designed for reproducible experimentation management
total releases 8most recent commit 2 years ago
Artificio ⭐ 269
Deep Learning Computer Vision Algorithms for Real-World Use
most recent commit 3 years ago
Awesome List Of Awesomes ⭐ 261
A curated list of all the Awesome --Topic Name-- lists I've found till date relevant to Data lifecycle, ML and DL.
most recent commit 19 days ago
Shot ⭐ 258
code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation"
most recent commit 2 months ago
Stylegan Art ⭐ 257
train stylegan through transfer learning
most recent commit 3 years ago
Gam ⭐ 251
A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).
most recent commit 5 months ago
Clan ⭐ 243
( CVPR2019 Oral ) Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain Adaptation
most recent commit a year ago
Xfer ⭐ 241
Transfer Learning library for Deep Neural Networks.
total releases 18most recent commit a month ago
Accel Brain Code ⭐ 230
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
dependent packages 2total releases 11most recent commit 19 days agopypi accel-brain-base} Downloads
Bigdata18 ⭐ 230
Transfer learning for time series classification
most recent commit 3 years ago
Freezed ⭐ 230
Freeze the Discriminator: a Simple Baseline for Fine-Tuning GANs (CVPRW 2020)
most recent commit 8 months ago
Transfer_learning_tutorial ⭐ 226
A guide to transfer learning with inception-resnet-v2.
most recent commit 3 years ago
L2c ⭐ 225
Learning to Cluster. A deep clustering strategy.
most recent commit 3 years ago
Reinvent ⭐ 223
most recent commit 14 days ago
Bnm ⭐ 222
code of Towards Discriminability and Diversity: Batch Nuclear-norm Maximization under Label Insufficient Situations (CVPR2020 oral)
most recent commit 7 months ago
Sparsezoo ⭐ 211
Neural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes
dependent packages 6total releases 17most recent commit 5 days agopypi sparsezoo} Downloads
Peoplesanspeople ⭐ 208
Unity's privacy-preserving human-centric synthetic data generator
most recent commit a month ago
Retrieval 2017 Cam ⭐ 206
Class-Weighted Convolutional Features for Image Retrieval (BMVC 2017)
most recent commit 3 years ago
Pytorch Nlp Notebooks ⭐ 199
Learn how to use PyTorch to solve some common NLP problems with deep learning.
most recent commit 3 years ago
Chinese_ulmfit ⭐ 188
中文ULMFiT 情感分析 文本分类
most recent commit 4 years ago
Awesome Multi Task Learning ⭐ 188
2022 up-to-date list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.
most recent commit 5 days ago
Transfer Learning Suite ⭐ 185
Transfer Learning Suite in Keras. Perform transfer learning using any built-in Keras image classification model easily!
most recent commit 3 years ago
Imageatm ⭐ 179
Image classification for everyone.
most recent commit 3 years ago
Pytorch Adapt ⭐ 179
Domain adaptation made easy. Fully featured, modular, and customizable.
total releases 86most recent commit 2 days ago
Deeppicar ⭐ 176
Deep Learning Autonomous Car based on Raspberry Pi, SunFounder PiCar-V Kit, TensorFlow, and Google's EdgeTPU Co-Processor
most recent commit 2 years ago
Backprop ⭐ 173
Backprop makes it simple to use, finetune, and deploy state-of-the-art ML models.
total releases 14most recent commit a year ago
Galaxy Image Classifier Tensorflow ⭐ 170
Classify whether an image is of a Spiral or an Elliptical Galaxy using Transfer Learning (Tensorflow)
most recent commit 5 years ago
Pytorch Retraining ⭐ 169
Transfer Learning Shootout for PyTorch's model zoo (torchvision)
most recent commit 2 years ago
Awesome Computer Vision ⭐ 167
Awesome Resources for Advanced Computer Vision Topics
most recent commit 22 days ago
Laserembeddings ⭐ 163
LASER multilingual sentence embeddings as a pip package
dependent packages 1total releases 11most recent commit 8 months agopypi laserembeddings} Downloads
Image_keras ⭐ 161
Building an image classifier using keras
most recent commit 4 years ago
Sigir2020_peterrec ⭐ 159
Parameter-Efficient Transfer from Sequential Behaviors for User Modeling and Recommendation
most recent commit 5 months ago
Hipt ⭐ 146
Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)
most recent commit a month ago
Dan ⭐ 144
Code release of "Learning Transferable Features with Deep Adaptation Networks" (ICML 2015)
most recent commit 5 years ago
Tldr Transformers ⭐ 144
The "tl;dr" on a few notable transformer papers.
most recent commit 10 months ago
Transfer Learning In Keras Custom Data ⭐ 141
Implementing Transfer Learning for custom data using VGG-16 and Resnet-50
most recent commit a year ago
Transfer Learning Materials ⭐ 140
resource collection for transfer learning!
most recent commit 10 months ago
Cvpr18 Inaturalist Transfer ⭐ 139
Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning. CVPR 2018
most recent commit 4 years ago
Causalworld ⭐ 136
CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning
most recent commit 5 months ago
Nlp De Cero A Cien ⭐ 135
Curso práctico: NLP de cero a cien 🤗
most recent commit 19 days ago
Multitask And Transfer Learning ⭐ 134
Benchmark and build RL architectures that can do multitask and transfer learning.
most recent commit 3 years ago
Mk Tfjs ⭐ 132
Play MK.js with TensorFlow.js
most recent commit 2 years ago
Learn To Select Data ⭐ 131
Code for Learning to select data for transfer learning with Bayesian Optimization
most recent commit 5 years ago
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