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sdejean28 / julia-regression-part3b.jl
Last active January 23, 2021 16:50
using Plots
using Flux
using ColorSchemes
using NNlib
using Flux: @epochs
loss(x, y) = sum((m(x).-y).^2)
opt = Descent(0.01)
dataset = [([0.8], [1.0]),
@sdejean28
sdejean28 / julia-regression-part3.jl
Last active January 23, 2021 17:51
using Plots
using Flux
using ColorSchemes
using NNlib
using Flux: @epochs
loss(x, y) = sum((m(x).-y).^2)
opt = Descent(0.01)
dataset = [([0.8], [1.0]),
@sdejean28
sdejean28 / julia-regression-part2.jl
Created January 23, 2021 15:53
using Plots
using Flux
using ColorSchemes
using NNlib
using Flux: @epochs
m = Dense(1,1)
loss(x, y) = sum((m(x).-y).^2)
@sdejean28
sdejean28 / julia-regression-initial.jl
Created January 23, 2021 15:48
using Plots
using Flux
using NNlib
using Flux: @epochs
m = Dense(1,1)
loss(x, y) = sum((m(x).-y).^2)
dataset = [([0.8], [1.0]),
@sdejean28
sdejean28 / run docker-compose
Last active April 14, 2020 09:22
docker-compose build --no-cache; docker-compose up -d
@sdejean28
sdejean28 / docker-compose
Last active April 14, 2020 09:18
version : '2'
services:
main:
build:
context: ./application
args:
- BRANCH=<branch>
- DIRECTORY=<destination>
- REPOSITORY=<github repository>
@sdejean28
sdejean28 / dockerfile-sample2
Created April 14, 2020 09:15
FROM node
ARG PERSONAL_TOKEN
ARG GITHUB_ACCOUNT
ARG REPOSITORY
ARG DIRECTORY
ARG BRANCH
RUN git clone -b $BRANCH https://$PERSONAL_TOKEN:[email protected]/$GITHUB_ACCOUNT/$REPOSITORY.git $DIRECTORY
@sdejean28
sdejean28 / launch docker
Created April 14, 2020 09:00
docker build --no-cache -t application .
docker run -d application
@sdejean28
sdejean28 / Dockerfile-sample
Last active April 14, 2020 09:01
FROM node
ARG PERSONAL_TOKEN=<personal-token>
ARG GITHUB_ACCOUNT=<username>
ARG REPOSITORY=<your_repository>
ARG DIRECTORY=<your application directory>
ARG BRANCH=master
RUN git clone -b $BRANCH https://$PERSONAL_TOKEN:[email protected]/$GITHUB_ACCOUNT/$REPOSITORY.git $DIRECTORY
@sdejean28
sdejean28 / index.js
Created April 13, 2020 10:47
// MSSQL init
const promise_mssql = new Promise((_resolve, _reject) => {
 notifier.on('mssql_connected', () => {
 _resolve();
 })
});
const { mongoose } = require("./mongodb.js");
// MongoDB init
const promise_mongodb = new Promise((_resolve, _reject) => {