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algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

an-intuitive-tutorial-to-gaussian-processes-regression

An Intuitive Tutorial to Gaussian Processes Regression

binary_inclusions

chinazzk.github.io

cnn-surrogate

Bayesian deep convolutional encoder-decoder networks for surrogate modeling and uncertainty quantification

conviz

An example of visualization of weights and output of convolutional layers

deep-learning-notes

Experiments with Deep Learning

dfnworks

dfnWorks is a parallelized computational suite to generate three-dimensional discrete fracture networks (DFN) and simulate flow and transport. If you download the software please fill out our interest form to stay up to date on releases https://goo.gl/forms/VE39oKsyp4LVC6Gj2 and join our google group https://groups.google.com/d/forum/dfnworks-users

flowhet3d

3D flow in heterogeneous porous media

helloword-keyboard

业余爱好

hydromst

Source codes for groundwater pumping prediction using integrated remote sensing datasets and machine learning

inclusions

Solves flow and transport in a rectangular porous media with spherical inclusions with a certain permeability contrasts with respect to the medium.

made-push-pull-code

matplotlib-cheatsheet

Matplotlib 3.1 cheat sheet. From an upcoming book on matplotlib.

mf6cbc

Fortran code to read binary cbc file from mf6 mf2k mf2005

models

Models and examples built with TensorFlow

pc

code for preferential channels identification

photomosaic

Creating fun photomosaics, GIFs, and murals from your family pictures using ML & similarity search

photomosaic-1

A python project that creates mosaic photos

pieces-alex-bainter

A collection of generative music pieces for generative.fm

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

pytorch_segmentation

Semantic segmentation models, datasets and losses implemented in PyTorch.

random_field_generation

Matlab code to generate stationary Gaussian random field

recpore2d

Creates 2D porous media with in a regular or random packing of discs in a rectangular domain

sbinns

schoolcraft-simulation

Elimination of the reaction rate “scale effect”

tensorflow-cookbook

Simple Tensorflow Cookbook for easy-to-use

torchseg

Fast, modular reference implementation and easy training of Semantic Segmentation algorithms in PyTorch.

uncertainty-deep-learning

virgilio

Your new Mentor for Data Science E-Learning.