703 Open source projects that are alternatives of or similar to Transfer Learning Library

Deep Transfer Learning Papers

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

Here is the official implementation of the model KD3A in paper "KD3A: Unsupervised Multi-Source Decentralized Domain Adaptation via Knowledge Distillation".

Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem

Awesome Multitask Learning Resources

Repository to track the progress in Meta-Learning (MtL), including the datasets and the current state-of-the-art for the most common MtL problems.

A collection of AWESOME things about domian adaptation

code for our ECCV 2020 paper "A Balanced and Uncertainty-aware Approach for Partial Domain Adaptation"

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

Python toolbox for transfer learning.

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

Open-source benchmark datasets and pretrained transformer models in the Filipino language.

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

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

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

《迁移学习简明手册》LaTex源码

Library of transfer learners and domain-adaptive classifiers.

Adapt Transformer-based language models to new text domains

code for our TPAMI 2021 paper "Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer"

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

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

[ICCV 2019 Oral] TA3N: https://github.com/cmhungsteve/TA3N (Most updated repo)

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

Implementation of many transfer learning algorithms in Python with Jupyter notebooks

Central Moment Discrepancy for Domain-Invariant Representation Learning (ICLR 2017, keras)

resource collection for transfer learning!

Meta Self-learning for Multi-Source Domain Adaptation： A Benchmark

Awesome Domain Adaptation Python Toolbox

java rpc benchmark, 灵感源自 https://www.techempower.com/benchmarks/

C++ Benchmark Authoring Library/Framework

Performance testing matchers for RSpec

A blockchain benchmark framework to measure performance of multiple blockchain solutions https://wiki.hyperledger.org/display/caliper

Federated Learning Library: https://fedml.ai

Airspeed Velocity: A simple Python benchmarking tool with web-based reporting

PHP Profiler & Developer Toolbar (built for Phalcon)

Naive performance comparison of a few programming languages (JavaScript, Kotlin, Rust, Swift, Nim, Python, Go, Haskell, D, C++, Java, C#, Object Pascal, Ada, Lua, Ruby)

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

Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models

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

Source for the TechEmpower Framework Benchmarks project

Fast ExpressionTree compiler to delegate

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

🔥 Stupid Simple CPU/MEM "Profiler" for your JS code.

Simple, fast, accurate single-header microbenchmarking functionality for C++11/14/17/20

Domain-Adversarial Neural Network in Tensorflow

SMAC: The StarCraft Multi-Agent Challenge

Image classification with NVIDIA TensorRT from TensorFlow models.

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

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

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

Transfer Learning Library

Simple C++ Serialization & Reflection.

Python Performance Benchmark Suite

pytorch implementation of Domain-Adversarial Training of Neural Networks

A High Performance HTTP Server for Ruby

Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)

Which is the fastest web framework?

A Benchmark of Text Classification in PyTorch

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

This is a simple App to test some blur algorithms on their visual quality and performance.