Sugato Ray sugatoray

This is a collection of books that I've researched, scanned the TOCs of, and am currently working through. The books are selected based on quality of content, reviews, and reccommendations of various 'best of' lists.

The goal of this collection is to promote mastery of generally applicable programming concepts.

Most topics are covered with Python as the primary language due to its conciseness, which is ideal for learning & practicing new concepts with minimal syntactic boilerplate.

JavaScript & Kotlin are listed in the Tooling section; as they allow extension of VS Code and the IntelliJ suite of IDEs, which cover most development needs.

Sharing code on social media using images

You must have often seen people sharing code in beautiful images.

How can you do the same without much effort?
Does there exist any service where you could just copy and paste your code and create such images?

YES 💡 🔥 ⚡ https://carbon.now.sh aka Carbon.

You can go to Carbon and just paste your code in the editor and download a beautiful image (svg or png). The following example was created on Carbon.

Install Tensorflow-GPU with Conda

I would suggest you to use conda (Ananconda/Miniconda) to create a separate environment and install tensorflow-gpu, cudnn and cudatoolkit. Miniconda has a much smaller footprint than Anaconda. I would suggest you to install Miniconda if you do not have conda already.

Quick Installtion

People

`:bowtie:`	😄 `:smile:`	😆 `:laughing:`
😊 `:blush:`	😃 `:smiley:`	☺️ `:relaxed:`
😏 `:smirk:`	😍 `:heart_eyes:`	😘 `:kissing_heart:`
😚 `:kissing_closed_eyes:`	😳 `:flushed:`	😌 `:relieved:`
😆 `:satisfied:`	😁 `:grin:`	😉 `:wink:`
😜 `:stuck_out_tongue_winking_eye:`	😝 `:stuck_out_tongue_closed_eyes:`	😀 `:grinning:`
😗 `:kissing:`	😙 `:kissing_smiling_eyes:`	😛 `:stuck_out_tongue:`

Example badge: `open-in-overleaf`

[Overleaf][#overleaf] is an online service that allows you to create/edit/collaborate on LaTeX documents. For details on how the badge must be used, see the Example below.

Sample badge:

Using VS Code with SSH + Proxy (Jump Box)

source: https://code.visualstudio.com/blogs/2019/10/03/remote-ssh-tips-and-tricks

	import matplotlib.pyplot as plt

	def draw_neural_net(ax, left, right, bottom, top, layer_sizes):
	'''
	Draw a neural network cartoon using matplotilb.

	:usage:
	>>> fig = plt.figure(figsize=(12, 12))
	>>> draw_neural_net(fig.gca(), .1, .9, .1, .9, [4, 7, 2])