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albumentations_examples

Augmentations usage examples for albumentations library

attention_keras

Keras Layer implementation of Attention

bokeh

Interactive Data Visualization in the browser, from Python

case-study-in-genomic-growth-rates

Data exploration for genomic growth rates

data-science-ipython-notebooks

Recently updated with 50 new notebooks! Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

deep-learning-notes

Experiments with Deep Learning

diabetic_retinopathy_detection

This is a TensorFlow example implementation for retina classification of diabetes. The network is a standard residual network model with 50 layers which is defined in resnet_models.py and resnet_utils.py.

epimutation_rate_analysis

grad-cam-tensorflow

tensorflow implementation of Grad-CAM (CNN visualization)

heath_gene_data_exploration

Health and Gene data exploration in R using ggplot2

kaggle_diabetic_retinopathy

streamlined for running the resnet v2 50 on the kaggle data set. Only config necessare is setting params for data dir, training file name and validation file name in train.py

kaggle_drd

script for experimenting with architectures and preprocessing of kaggle DRD data prediction

keras-attention-augmented-convs

Keras implementation of Attention Augmented Convolutional Neural Networks

keras-efficientnets

Keras Implementation of EfficientNets

models

Models and examples built with TensorFlow

opencv

Open Source Computer Vision Library

single-cell-tutorial

Single cell current best practices tutorial case study for the paper:Luecken and Theis, "Current best practices in single-cell RNA-seq analysis: a tutorial"

somepackage

Show how to structure a Python project.

sub-cellular-localization-protein-prediction

This project is an implementation and improvement of the paper LocTree2 for Sub cellular localization protein prediction

tensorboard

TensorFlow's Visualization Toolkit

tensorflow

tensorflow-tutorials

TensorFlow Tutorials with YouTube Videos

u-net

U-net segmentation network in Tensorflow

u-net-brain-tumor

U-Net Brain Tumor Segmentation in TensorFlow

unet-crf-rnn

Edge-aware U-Net with CRF-RNN layer for Medical Image Segmentation

xml_reading_class

code for parsing and predicting depth maps from xml files and OCT images