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datawhalechina/leedl-tutorial

A tutorial on deep learning by renowned professor Li Hongy, covering a wide range of AI and machine learning topics.

16.4K
Stable
Jupyter Notebook
LLM Frameworks
Jupyter Notebook
#deep-learning#machine-learning#tutorial

jindongwang/transferlearning

A comprehensive repository covering papers, codes, datasets, tutorials, and applications for transfer learning, domain adaptation, and more.

14.3K
Experimental
Python
Machine Learning
Python
#transfer-learning#domain-adaptation#domain-generalization

autogluon/autogluon

Fast and accurate machine learning framework that can build models in just 3 lines of Python code.

10.1K
Active
Python
ML Ops
PyTorch
#automated-machine-learning#computer-vision#tabular-data

zhaoxin94/awesome-domain-adaptation

A curated list of resources related to domain adaptation, a technique used to improve AI model performance on new datasets.

5.4K
Stable
ML Ops
Tutorials & Courses
#domain-adaptation#transfer-learning#machine-learning

thuml/Transfer-Learning-Library

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

3.9K
Archived
Python
Transfer Learning
Domain Adaptation
Python
#transfer-learning#domain-adaptation#out-of-distribution-generalization

ZhaoJ9014/face.evoLVe

A high-performance face recognition library for developers built on PaddlePaddle and PyTorch.

3.6K
Experimental
Python
Computer Vision
Machine Learning
PyTorch
#face-recognition#computer-vision#deep-learning

TJU-DRL-LAB/AI-Optimizer

The next generation deep reinforcement learning toolkit for AI researchers and developers.

3.5K
Archived
Python
Reinforcement Learning
Transfer Learning
Python
#deep-learning#reinforcement-learning#transfer-learning

jindongwang/transferlearning-tutorial

A tutorial on transfer learning, a fundamental technique in machine learning and AI.

2.5K
Archived
TeX
Transfer Learning
Tutorials & Courses
#machine-learning#ai#transfer-learning

curiousily/Getting-Things-Done-with-Pytorch

A collection of Jupyter Notebook tutorials on solving real-world problems with machine learning and deep learning using PyTorch.

2.5K
Archived
Jupyter Notebook
Computer Vision
Time Series Forecasting
#computer-vision#time-series#anomaly-detection

BrikerMan/Kashgari

Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification.

2.4K
Archived
Python
LLM Frameworks
API Frameworks
TensorFlow
#nlp#text-classification#text-labeling

alibaba/EasyNLP

EasyNLP is an easy-to-use NLP toolkit for tasks like text classification, retrieval, and generation.

2.2K
Archived
Python
LLM Frameworks
ML Ops
PyTorch
#natural-language-processing#text-classification#text-generation

neuralmagic/sparseml

SparseML provides a library for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models.

2.1K
Experimental
Python
Automated Machine Learning
TensorFlow
#sparsification#sparseml#neural networks

chaoyanghe/Awesome-Federated-Learning

An integrated federated learning library for research and production use cases.

2.0K
Archived
ML Ops
API Clients & Testing
#federated-learning#distributed-optimization#communication-efficiency

artix41/awesome-transfer-learning

A curated list of resources for transfer learning and domain adaptation research and applications.

1.8K
Archived
Transfer Learning
#transfer-learning#domain-adaptation#unsupervised-learning

huggingface/transfer-learning-conv-ai

A state-of-the-art conversational AI library using transfer learning and GPT-2 models.

1.8K
Archived
Python
LLM Frameworks
API Frameworks
PyTorch
#chatbots#dialog#neural-networks

deepset-ai/FARM

A powerful NLP library for transfer learning and building question answering systems.

1.8K
Archived
Python
LLM Frameworks
API Frameworks
PyTorch
#natural-language-processing#question-answering#transfer-learning

nyu-mll/jiant

jiant is an NLP toolkit that provides pre-trained BERT models and tools for multi-task learning and transfer learning.

1.7K
Archived
Python
LLM Frameworks
Fine-tuning
PyTorch
#nlp#bert#transformers

hendrycks/test

Measuring Massive Multitask Language Understanding with GPT-3 and few-shot learning techniques.

1.6K
Archived
Python
LLM Frameworks
Fine-tuning
Python
#few-shot-learning#gpt-3#muti-task

google-research/big_transfer

Official repository for the 'Big Transfer (BiT): General Visual Representation Learning' paper, focused on transfer learning for computer vision.

1.5K
Archived
Python
Computer Vision
Inference
PyTorch
#computer-vision#transfer-learning#representation-learning

LirongWu/awesome-graph-self-supervised-learning

A library for self-supervised learning on graphs, providing contrastive, generative, and predictive pretext tasks.

1.4K
Archived
Representation Learning
Graph Databases
#graph-neural-networks#self-supervised-learning#pre-training
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