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all-it-ebooks-spider

[Updated] A simple python crawler for my tutorial blog at http://www.jianshu.com/p/8fb5bc33c78e

autograd

Efficiently computes derivatives of numpy code.

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

awesome-shell

A curated list of awesome command-line frameworks, toolkits, guides and gizmos. Inspired by awesome-php.

bash-guide

A guide to learn bash

bayes-by-backprop

" Weight Uncertainty in Neural Networks"

bayesball

Bayesball: Bayesian analysis of batting average

bayesbyhypernet

Code for the paper Implicit Weight Uncertainty in Neural Networks

cifar-10-cnn

Learn deep learning with CIFAR datasets

conformal

Tools for conformal inference in regression

convlstm

Spatio-temporal video autoencoder with convolutional LSTMs

cosx.org

统计之都主站

data-science-ipython-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.

gp

A tutorial about Gaussian process regression

hko-7

Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"

i3wm-config

my i3wm config

imylu

Pure Python implementation of machine learning algorithms

islr-python

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

jse

code for James-Stein for the Leading Eigenvector

learn-gan

share the codes I write during I learn GAN

love

表白网站

machinelearning

Machine Learning in Action（机器学习实战）

machinelearning-1

Machine learning algorithms implemented by pure numpy

map

map

matplotlib-tutorial

Matplotlib tutorial for beginner

mc

ml-from-scratch

Machine Learning From Scratch. Bare bones Python implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning.

nn-from-scratch

Implementing a Neural Network from Scratch

notes-python

中文 Python 笔记

numpy-100

100 numpy exercises (100% complete)