MoLiang AutuanLiu

🐵

Focusing on Machine Learning

近城远山，都是人间。

AutuanLiu / tmux-cheatsheet.markdown

Last active April 28, 2019 10:10 — forked from ryerh/tmux-cheatsheet.markdown

Tmux 快捷键 & 速查表

注意：本文内容适用于 Tmux 2.3 及以上的版本，但是绝大部分的特性低版本也都适用，鼠标支持、VI 模式、插件管理在低版本可能会与本文不兼容。

Tmux 快捷键 & 速查表

启动新会话：

tmux [new -s 会话名 -n 窗口名]

恢复会话：

AutuanLiu / conv.sh

Created April 15, 2019 03:09 — forked from akimach/conv.sh

Jupyter Notebook to docx(Word)

	curl -O https://gist.github.com/akimach/27e87cb7f97dc253921b9ea8b7b332b5/raw/fd112a66a3ca953dd7ad26098cccfe1d532ba0d7/binominal_confidience_interval.ipynb
	jupyter-nbconvert binominal_confidience_interval.ipynb --to markdown
	pandoc binominal_confidience_interval.ipynb -t docx -o binominal_confidience_interval.docx

AutuanLiu / __init__.pyi

Created December 14, 2018 02:53 — forked from t-vi/__init__.pyi

PyTorch Type Hints work in progress (put into python3.x/dist-packages/torch/ directory to try)


	from typing import List, Tuple, Optional, Union, Any, ContextManager, Callable, overload

	import builtins
	import math
	import pickle


	class dtype: ...
	_dtype = dtype

AutuanLiu / min-char-rnn.py

Created September 26, 2018 01:53 — forked from karpathy/min-char-rnn.py

Minimal character-level language model with a Vanilla Recurrent Neural Network, in Python/numpy

	"""
	Minimal character-level Vanilla RNN model. Written by Andrej Karpathy (@karpathy)
	BSD License
	"""
	import numpy as np

	# data I/O
	data = open('input.txt', 'r').read() # should be simple plain text file
	chars = list(set(data))
	data_size, vocab_size = len(data), len(chars)

AutuanLiu / data_loader.py

Created April 5, 2018 06:47 — forked from kevinzakka/data_loader.py

Train, Validation and Test Split for torchvision Datasets

	"""
	Create train, valid, test iterators for CIFAR-10 [1].
	Easily extended to MNIST, CIFAR-100 and Imagenet.

	[1]: https://discuss.pytorch.org/t/feedback-on-pytorch-for-kaggle-competitions/2252/4
	"""

	import torch
	import numpy as np

AutuanLiu / power_of_x.go

Created April 6, 2017 01:50

求幂的几种方法