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Juggling tensor. Staying alive. ¯\_(ツ)_/¯

Cedric Chee cedrickchee

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Juggling tensor. Staying alive. ¯\_(ツ)_/¯
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@cedrickchee
cedrickchee / free_gpu.md
Last active Jul 17, 2019
Paperspace Gradient new FREE GPU plan (Jul 2019)
View free_gpu.md

Train machine learning models on free Cloud GPUs ⚡

Sign up here now!

Paperspace Gradient Notebooks is basically a customized version of Jupyter Notebook that allows you to run your notebook on a free, dedicated NVIDIA Quadro M4000 Cloud GPU instance and you don't have to worry about setting up and maintaining your own instance (Zero Ops).

Sounds familiar? Is it like Google Colab? Not exactly...

@cedrickchee
cedrickchee / joke.md
Last active Jul 17, 2019
A new super(hu)man powers born!
View joke.md
@cedrickchee
cedrickchee / model.py
Last active May 14, 2019
PyTorch implementation of "Searching for MobileNetV3" paper: https://arxiv.org/abs/1905.02244
View model.py
import torch
import torch.nn as nn
import torch.nn.functional as F
class h_sigmoid(nn.Module):
def __init__(self, inplace=True):
super(h_sigmoid, self).__init__()
self.inplace = inplace
@cedrickchee
cedrickchee / google_io_2019_dev_keynote.md
Created May 9, 2019
My notes for Google I/O 2019 Developer Keynote Day 2
View google_io_2019_dev_keynote.md
  • Kotlin is the focus for Android development from now.
  • Android Jetpack
    • CameraX
  • Android Studio
    • Fixed over 400+ bugs
    • Instant Run is great but not reliable. They rebuilt the foundation of Instant Run.
    • 3.5 Beta launches today
    • New in AS 3.5
      • Memory usage
      • CPU performanc
@cedrickchee
cedrickchee / google_io_2019_keynote.md
Last active May 9, 2019
My notes for Google I/O 2019 Keynote Day 1
View google_io_2019_keynote.md

The theme for this year is "Building a more helpful Google for everyone".

  • Google Lens
  • Duplex on the web
  • Google Assistant - 100 GB DL model to 0.5 GB
    • voice is faster than typing (tapping) your phone
  • AI and bias, fair for everyone
    • Zebra model + TCAV
  • Data Privacy & Security
    • Privacy
@cedrickchee
cedrickchee / startup_tools.md
Created May 8, 2019
Curated directory of the best startup tools
View startup_tools.md

Here are the best startup tools of 2019 that will help you build out your startup business as quickly, cheaply, and efficiently as possible.

This is a curated list of tools for everything from productivity to web hosting to development tools to designing. Most of these tools are either free or have limited free option that is enough for startups. We love all the free services out there, but it would be good to keep it on topic. It's a bit of a grey line at times so this is a bit opinionated; feel free to suggest and contribute in this list.

Source Code Repos

  • GitHub — Unlimited public repositories and unlimited private repositories (up to 3 collaborators).
  • GitLab — Unlimited public and private Git repos with unlimited collaborators.
  • BitBucket — Unlimited public and private repos (Git and Mercurial) for up to 5 users with Pipelines for CI/CD.
  • Visual Studio — Unlimited private repos (Git a
@cedrickchee
cedrickchee / google_colab_t4_gpu.md
Last active Apr 24, 2019
NVIDIA Tesla T4 GPU available in Google Colab
View google_colab_t4_gpu.md

nvidia-smi and CPU check

nvidia-smi and CPU check

Show info about the deep learning software stack

fastai lib show_install

@cedrickchee
cedrickchee / OctConv.md
Last active Apr 20, 2019
PyTorch implementation of Octave Convolution for ResNet
View OctConv.md
View ts_type_notation.md
interface Array<T> {
  concat(...items: Array<T[] | T>): T[];
  reduce<H>(
    callback: (state: H, element: H, index: number, array: T[]) => H,
    firstState?: H): H;
  ···
}
@cedrickchee
cedrickchee / web_stack_2019.md
Last active Jan 13, 2019
What is everyone's go-to web stack today in 2019?
View web_stack_2019.md

If you plan to quickly put together a simple web app or website with React.JS.

YMMV depending on what you’re doing, but the following is a good bet if you want to make the project accessible to other developer, and it doesn't need to quickly scale.

Front-end

Use React.JS with TypeScript.

Create React App now makes it dead easy. Just run this command:

You can’t perform that action at this time.