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The Best of the Best Practices (BOBP) Guide for Python

A "Best of the Best Practices" (BOBP) guide to developing in Python.

In General

Values

• "Build tools for others that you want to be built for you." - Kenneth Reitz
• "Simplicity is alway better than functionality." - Pieter Hintjens

gautamborad

% python test-tensor-printout-differ.py

==================== ALL INT DTYPES =====================================
Eager [1-D] type:torch.uint8
tensor([0, 0, 0], dtype=torch.uint8)
TorchScript [1-D] type:torch.uint8
tensor([0, 0, 0])
[ CPUByteType{3} ]
TorchScript time for (1-D) -> torch.uint8: (0.05977s)! 
-----------

gautamborad

import torch
from typing import Any

def f(a : Any):
    print(a)
    return (isinstance(a, torch.Tensor))

m = torch.jit.script(f)

def pr(ts):

gautamborad

BEFORE CODE CHANGES 
====================================

TorchScript one_d time for torch.uint8: (0.00162s)! 

TorchScript two_d time for torch.uint8: (0.00019s)! 

TorchScript three_d time for torch.uint8: (0.00024s)! 

TorchScript four_d time for torch.uint8: (0.00071s)! 

gautamborad

Eager:
=====
one_d:
tensor([3, 3, 0], dtype=torch.uint8)
TorchScript:
=====
one_d:
tensor([ 3, 3, 0])
[ CPUByteType{3} ]

gautamborad

"""
(c) 2014 miraculixx at gmx.ch
"""
from shrutil.dictobj import DictObject

class RuleContext(DictObject):
     """
     rule context to store values and attributes (or any object)
     """
     def __init__(self):

gautamborad

import {observable, autorun} from 'mobx';
import axios from 'axios';
import Post from '../models/postModel';  // TODO!!

export default class BaseStore {
    @observable models = [];
    @observable isLoading = true;

    constructor(type, url) {
        this.type = type;