nahilsobh Goto Github PK

ddl_training

Examples of TF distributed training and hyperparameter search projects for HAL workshops.

deep-learning-in-python

Hands-on, practical knowledge of how to use neural networks and deep learning with Keras 2.0

deep-residual-unet

deep_residual_unet

Keras implementation of Road Extraction by Deep Residual U-Net article

deepgs

DeepGS is a R package for predicting phenotypes from genotypes using deep learning techniques.

deeplearning-models

A collection of various deep learning architectures, models, and tips

distributed-pytorch

Distributed, mixed-precision training with PyTorch

dncnn

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)

docs

dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

drawr

Discriminative Random Walk with Restart

examples

facets

Visualizations for machine learning datasets

fastai

The fastai deep learning library, plus lessons and tutorials

fastbook

Draft of the fastai book

ganotebooks

wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch

garfield-ngs

GARFIELD-NGS: Genomic vARiants FIltering by dEep Learning moDels in NGS

gene_prioritization_pipeline

Network based prioritization of genes-associated-phenotype

general_clustering_pipeline

Clusters any data frame

geneset_characterization_pipeline

gym

A toolkit for developing and comparing reinforcement learning algorithms.

handong1587.github.io

handson-ml

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

hello_tensorflow

horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

image-gpt

inpherno

InPheRNo (Inference of Phenotype-relevant Regulatory Networks) is a computational tool to reconstruct phenotype-relevant transcriptional regulatory networks (TRNs) using transcriptomic and phenotypic data.

ipython

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

jupyter_notebook_examples

Example Notebooks and Manual for the Hubzero and nanoHUB Jupyter Notebook Server

jupyterlab-demo

Demonstrations of JupyterLab