msdrigg

import asyncio
from contextlib import asynccontextmanager
import functools
from typing import Annotated, Any, AsyncContextManager, Awaitable, Callable
from anyio import create_task_group
from anyio.abc import TaskGroup
from fastapi import Request, FastAPI
from fastapi.params import Depends

# Creating this gist for discussion here https://github.com/tiangolo/fastapi/discussions/8805

rizar

import os
import time
import torch
from torch.nn import Linear, ReLU
from torch.profiler import profile, ProfilerActivity

from codeparrot.build_table import build_table

device = torch.device('cuda')

tomhicks

/*
Copy this into the console of any web page that is interactive and doesn't
do hard reloads. You will hear your DOM changes as different pitches of
audio.

I have found this interesting for debugging, but also fun to hear web pages
render like UIs do in movies.
*/

const audioCtx = new (window.AudioContext || window.webkitAudioContext)()

miztiik

Add Multiple Remotes URLs to git

Adding the first remote origin

git remote add origin remote_1_url
git remote set-url origin remote_1_url

# Set the default remote branch for the current local branch
git branch --set-upstream master
# or

ww9

Blogging with Gist

Gist simplicity can turn blogging into a liberating experience.

Pros	Cons
✅ Free, simple, fast, hassle-free	❌ Image upload in comments only
✅ Tagging	❌ No post pinning
✅ Search	❌ Doesn't look like a blog
✅ Revisions	❌ Unfriendly URLs

thomwolf

model.zero_grad()                                   # Reset gradients tensors
for i, (inputs, labels) in enumerate(training_set):
    predictions = model(inputs)                     # Forward pass
    loss = loss_function(predictions, labels)       # Compute loss function
    loss = loss / accumulation_steps                # Normalize our loss (if averaged)
    loss.backward()                                 # Backward pass
    if (i+1) % accumulation_steps == 0:             # Wait for several backward steps
        optimizer.step()                            # Now we can do an optimizer step
        model.zero_grad()                           # Reset gradients tensors
        if (i+1) % evaluation_steps == 0:           # Evaluate the model when we...

knowsuchagency

FROM python:3 as build-system

RUN pip install -U pip

COPY requirements.txt requirements.txt

### create temporary image used to download and vendor packages using private key ###
FROM build-system as intermediate

# add credentials on build

joncardasis

Storing Images and Demos in your Repo

In this quick walkthough you'll learn how to create a separate branch in your repo to house your screenshots and demo gifs for use in your master's readme.

How to

1. Clone a fresh copy of your repo

In order to prevent any loss of work it is best to clone the repo in a separate location to complete this task.

2. Create a new branch

Create a new branch in your repo by using git checkout --orphan assets

strets123

#!/usr/bin/env python
'''
Chemical data about a molecule.

Molecules are defined by SMILES strings. Can work out logP values, Lipinski's 
rules, etc...

Uses rdkit
'''

Integralist

curl --header 'Authorization: token INSERTACCESSTOKENHERE' \
     --header 'Accept: application/vnd.github.v3.raw' \
     --remote-name \
     --location https://api.github.com/repos/owner/repo/contents/path

# Example...

TOKEN="INSERTACCESSTOKENHERE"
OWNER="BBC-News"
REPO="responsive-news"