bgalvao

Learning Checklist

Generic Neural Nets

• Convolutional Neural Networks
• Autoencoders
• Recurrent Neural Nets (LSTM)

Domains

• Symbiotic GP game playing agent with Autoencoder + RNN processing layer. #biggestscope
• CyberSec dataset from Stratosphere Lab.

bgalvao

FROM continuumio/miniconda3

RUN conda install -c conda-forge -y pandas scipy
RUN conda install -c conda-forge -y matplotlib seaborn
RUN conda install -c conda-forge -y bowtie-py tqdm
RUN conda install -c conda-forge -y scikit-learn jupyterlab
RUN conda install -c conda-forge -y ipywidgets plotly dash
RUN jupyter labextension install @jupyterlab/plotly-extension
RUN jupyter labextension install @jupyter-widgets/jupyterlab-manager
RUN conda install -c conda-forge -y dask-ml dask-distance

bgalvao

# installed bazel in a new conda env

# git clone https://github.com/tensorflow/tensorflow --depth 1
# move this file into the repo clone
# touch WORKSPACE inside the clone

# if [ ! -d tensorflow ]; then
#     echo "tensorflow clone not yet here. cloning it..."
#     git clone https://github.com/tensorflow/tensorflow --depth 1
# fi

bgalvao

#!/usr/bin/python
import numpy as np
import requests
from colored import fg, bg, attr

# after probing, I found out that these are the possible values
# [0, 140[
url = "https://indie-hackers.firebaseio.com/loadingQuotes/{}.json".format(
	np.random.choice(140)
)

bgalvao

# SSD with Mobilenet v2 configuration for OpenImages V4 Dataset.
# Users should configure the fine_tune_checkpoint field in the train config as
# well as the label_map_path and input_path fields in the train_input_reader and
# eval_input_reader. Search for "PATH_TO_BE_CONFIGURED" to find the fields that
# should be configured.

model {
  ssd {
    num_classes: 601
    box_coder {

bgalvao

FROM tensorflow/tensorflow:latest-gpu-py3

# add some dependencies
RUN apt install protobuf-compiler git -y
RUN pip3 install Cython contextlib2 pillow lxml matplotlib jupyter jupyterlab

# add tf od api
RUN git clone https://github.com/tensorflow/models.git --depth 1

# add coco metrics

bgalvao

sudo apt-get remove docker docker-engine docker.io containerd runc -y

sudo apt update

sudo apt-get install \
    apt-transport-https \
    ca-certificates \
    curl \
    gnupg-agent \
    software-properties-common -y

bgalvao

follows = document.querySelectorAll("button.is-following")
follows.forEach(follow => follow.click())
window.location.reload(false)

bgalvao

Command line messaging

A collection of command-line instant messaging apps.

• (Facebook) Messenger
  • Messer
  • fb-messenger-cli
• Telegram
  • telegram-cli
• Slack

bgalvao

alias ytdl-audio="youtube-dl --audio-quality 0 --embed-thumbnail --format m4a -i"
alias ytdl-video="youtube-dl --audio-quality 0 --embed-thumbnail --format bestvideo -i"
alias clock="tty-clock -s -c -C 3"