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active-learning

awesome-automl-and-lightweight-models

A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.

awesome-incremental-learning

Awesome Incremental Learning

awesome-meta-learning

A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.

bilinear-cnn

PyTorch implementation of bilinear CNN for fine-grained image recognition

bnn-pynq

Quantized Neural Networks (QNNs) on PYNQ

cbam-keras

CBAM implementation on Keras

classification_models

Classification models trained on ImageNet. Keras.

closerlookfewshot

source code to ICLR'19, 'A Closer Look at Few-shot Classification'

continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, DGR, DGR+distill, RtF, iCaRL).

course-v3

The 3rd edition of course.fast.ai

cvnd_exercises

Exercise notebooks for CVND.

cvpr2020-code

CVPR 2020 论文开源项目合集

dassl.pytorch

A PyTorch toolbox for domain adaptation and semi-supervised learning.

deep-learning-with-keras-notebooks

Jupyter notebooks for using & learning Keras

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deep-learning-with-tensorflow-book

深度学习开源书，基于TensorFlow 2.0实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

deep_learning_cookbook

Deep Learning Cookbox

deformable-convolution-neural-network

A good example of deformable convolutional network for mnist classification

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens and Luca Antiga.

gluon-cv

Gluon CV Toolkit

google-research

Google Research

h-smote

hands-on-deep-learning-algorithms-with-python

Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow

hands-on-meta-learning-with-python

Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow

hands-on-predictive-analytics-with-python

Hands-On Predictive Analytics with Python, published by Packt

hands-on-transfer-learning-with-python

Hands On Transfer Learning with Python, published by Packt

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

handson-unsupervised-learning-with-python

HandsOn-Unsupervised-Learning-with-Python, Published by Packt

hls-tiny-tutorials