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ByungSunBae / main.py
Created February 11, 2020 00:58
simply multiple read files with multiprocessing in python
# from : https://stackoverflow.com/questions/36587211/easiest-way-to-read-csv-files-with-multiprocessing-in-pandas
import os
import pandas as pd
from multiprocessing import Pool
from glob import glob
data_files = glob(os.path.join(data_dir, "*.xlsx"))
@ByungSunBae
ByungSunBae / main.rs
Created February 5, 2020 02:25
Two Sum problem
// From : https://leetcode.com/problems/two-sum
pub struct Inputs {
pub nums: Vec<i32>,
pub target: i32,
}
pub trait Solution {
fn two_sum(&self) -> Vec<i32>;
fn result_solution(&self) -> String {
@ByungSunBae
ByungSunBae / main.rs
Created January 29, 2020 09:50
two integers in rust
//use std::cmp;
/*
impl Solution {
pub fn two_sum(nums: Vec<i32>, target: i32) -> Vec<i32> {
}
}
*/
@ByungSunBae
ByungSunBae / quiz_answer_191227.R
Last active December 27, 2019 14:48
sync_plots_quiz_answer
library("shiny")
library("ggplot2")
library("dplyr")
# reference :
# https://shiny.rstudio.com/gallery/plot-interaction-basic.html
# https://shiny.rstudio.com/gallery/plot-interaction-zoom.html
data <- mtcars %>% mutate(id = 1:n())
@ByungSunBae
ByungSunBae / Kor_word_embedding_mod.py
Created February 14, 2019 09:58
Simple Korean word embedding (modified) with mxnet
# coding: utf-8
# From : https://gist.github.com/haven-jeon/6b508f4547418ab26f6e56b7a831dd9a#file-word2vec-ipynb
# !git clone https://github.com/haven-jeon/KoWordSpacing
# !bunzip2 KoWordSpacing/input.txt.bz2
# # 임베딩 평가 데이터
# !git clone https://github.com/SungjoonPark/KoreanWordVectors
@ByungSunBae
ByungSunBae / simple_op.go
Created January 29, 2019 13:54
tensorflow simple operation in golang (key point : sum of elements of vector)
package main
import (
"fmt"
"github.com/kniren/gota/dataframe"
tf "github.com/tensorflow/tensorflow/tensorflow/go"
"github.com/tensorflow/tensorflow/tensorflow/go/op"
"os"
)
@ByungSunBae
ByungSunBae / greedy_algorithm.go
Last active January 24, 2019 01:30
탐욕알고리즘(greedy algorithm)으로 풀어보는 (간단한) 음식 선택하기 - Golang version
// From : https://www.edwith.org/datascience/lecture/33888/
// edwith에서 한글자막을 달아놓은 MIT의 Data Science 강좌중 첫번째 챕터입니다.
// 위 링크에서 파이썬 버전의 코드를 받아보실 수 있습니다.
// 칼로리가 제한될 때, 음식을 선택하는 문제를 탐욕 알고리즘으로 푸는 문제입니다.
// 파이썬 코드를 Golang으로 변환했습니다.
package main
import (
"flag"
@ByungSunBae
ByungSunBae / jaccard_sim_starwars.R
Created August 12, 2018 16:13
영화별 자카드 유사도 계산 및 시각화 퀴즈
# 스타워즈 시리즈들의 유사도를 등장인물들을 통해 계산하고 시각화 하는 문제
# From : https://github.com/R-Korea/weekly_R_quiz/blob/master/201808/1.movie_similarity/movie_similarity_quiz.Rmd
library(dplyr)
library(data.table)
library(ggplot2)
library(scales)
rm(list=ls())
raw.data <-
@ByungSunBae
ByungSunBae / Continuous_A2C_test.py
Created December 28, 2017 15:07
A2C with continuous action space test
import tensorflow as tf
from tensorflow import layers
from tensorflow.contrib.layers import xavier_initializer
import gym
import numpy as np
from collections import deque
from collections import namedtuple
@ByungSunBae
ByungSunBae / A2Cpytorch_Atari.py
Created December 5, 2017 09:28
A2C pytorch version
# References:
import argparse
import torch
import torch.nn as nn
import torch.optim as optim
import torch.nn.functional as F
from torch.autograd import Variable
import torchvision.transforms as T