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adaptive-wavelets

Adaptive, interpretable wavelets across domains (NeurIPS 2021)

audio-data-augmentation

augment audio data by adding noise, stretch,squeeze, pitch shif

automl-in-action-notebooks

Jupyter notebooks for the code samples of the book "Automated Machine Learning in Action"

awesome-vision-attentions

Summary of related papers on visual attention. Related code will be released based on Jittor gradually.

cbam-keras

CBAM implementation on Keras

classifiers

You can find all kind of classifier algorithms with dataset provided.

cnn-based-feature-extraction

Some experiments with CIFAR-10 dataset

cnn-elm

CNN - ELM model for mri brain decoding

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

convolution_variants

Reimplementing SOTA convolution variants with Tensorflow 2.0.

csam

rs

enas-keras

Keras implementation of Efficient Neural Architecture Search

fcwt

The fast Continuous Wavelet Transform (CWT) is a library for fast calculation of CWT.

fedstar

Federated Self-Training for Data-Efficient Audio Recognition

fewshot-can

Code of Cross Attention Network for Few-shot Classification (NeurIPS 2019).

gans_basics_notebook

gaussianpooling

Gaussian-Based Pooling for Convolutional Neural Networks

hands-on-machine-learning-with-scikit-learn-keras-and-tensorflow

Notes & exercise solutions of Part I from the book: "Hands-On ML with Scikit-Learn, Keras & TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems" by Aurelien Geron

hands-on-transfer-learning-with-python

Deep learning simplified by transferring prior learning using the Python deep learning ecosystem

hctsa

Highly comparative time-series analysis code repository

heart_sound_tfddl

identification-of-covid-19-using-ct-scan

Lets build a CNN model from scratch for a multi-class classification problem and identify if a given chest CT scan image is that of COVID-19,healthy or other pulmonary disorders.

improved-gan

Code for the paper "Improved Techniques for Training GANs"

keras-resnet

Residual networks implementation using Keras-1.0 functional API

keras_layers

Various Additional Keras Layers: SparseConv2D, PartialConv2D, GroupConv2D, DeformableConv2D, DepthwiseConv2D, MaxPoolingWithArgmax2D, MaxUnpooling2D, AddCoords2D, Blur2D, LayerNormalization, InstanceNormalization, WeightNormalization, Scale

keras_sklearn

Combination of Keras CNN with Scikit-learn classifiers.

lpproj

Scikit-learn compatible Locality Preserving Projections in Python

machine-learning-lab

multilabel_classification

nlp_classifier

NLP_classification using BiLSTM with attention on tensorflow2.0