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horovod

Distributed training framework for TensorFlow, Keras, and PyTorch.

iga-demos

isogeometric analysis demo

intro-to-dl

Resources for "Introduction to Deep Learning" course.

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

keras-resources

Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library

ludwig

Ludwig is a toolbox built on top of TensorFlow that allows to train and test deep learning models without the need to write code.

machine-learning-specialization

mit-deep-learning

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

mlcourse.ai

Open Machine Learning Course

molokai

Molokai color scheme for Vim

natural-language-processing

Resources for "Natural Language Processing" Coursera course.

nips2017

A list of resources for all invited talks, tutorials, workshops and presentations at NIPS 2017

numpy

Numpy main repository

pandas-videos

Jupyter notebook and datasets from the pandas Q&A video series

practical_rl

A course in reinforcement learning in the wild

probabilistic_deep_learning

probabilistic deep learning using tensorflow

pyro

Deep universal probabilistic programming with Python and PyTorch

python-machine-learning-book

The "Python Machine Learning" book code repository and info resource

python-machine-learning-book-2nd-edition

The "Python Machine Learning (2nd edition)" book code repository and info resource

really-awesome-gan

A list of papers on Generative Adversarial (Neural) Networks

scientific_python_cheat_sheet

simple overview of python, numpy, scipy, matplotlib functions that are useful for scientific work

scikit-and-tensorflow-workbooks

based on "Hands-On Machine Learning with Scikit-Learn & TensorFlow" (O'Reilly, Aurelien Geron)

scikit-learn

scikit-learn: machine learning in Python

sds385

SDS 385: Statistical Models for Big Data

spark

Mirror of Apache Spark

svn-color

bash function that adds colors to svn output

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-book

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

tensorflow-examples

TensorFlow Tutorial and Examples for beginners

tigar

A Python library for isogeometric analysis (IGA) using FEniCS.