Nicolay Gerold
@nicolaygerold
Nicolay Gerold
react-magic-motion
Introduction
react-magic-motion is a react.js library that ✨ magically animates your components.
Introduction
react-magic-motion is a react.js library that ✨ magically animates your components.
react-magic-motion
Model Explorer is a powerful graph visualization tool that helps one understand, debug, and optimize ML models. It specializes in visualizing large graphs in an intuitive, hierarchical format, but works well for smaller models as well.
Graph visualization plays a pivotal role in the machine learning (ML) development process. Visual representations o... See more
Graph visualization plays a pivotal role in the machine learning (ML) development process. Visual representations o... See more
Model Explorer: Graph visualization for large model development
HoneyHive is a collaboration platform to test and evaluate, monitor and debug your LLM apps, from prototype to production. It enables you to continuously improve LLM apps in production with human feedback, quantitative rigour and safety best-practices.
Carlos • Data Machina #222
Estrogen increases the receptivity of sex.
Andrew Huberman • The Science of How to Optimize Testosterone & Estrogen
But now we are only logging that error message. It would be better to define a custom Exception that we can then handle in our API in order to return a specific error code to the user:
import pandas as pd
import logging
class DataLoadError(Exception):
"""Exception raised when the data cannot be loaded."""
def __init__(self, message="Data could not be lo... See more
import pandas as pd
import logging
class DataLoadError(Exception):
"""Exception raised when the data cannot be loaded."""
def __init__(self, message="Data could not be lo... See more
How to Write Clean Code in Python
And then, in the primary function of your API:
try:
df = load_data('path/to/data.csv')
# Further processing and model prediction
except DataLoadError as e:
# Return a response to the user with the error message
# For example: return Response({"error": str(e)}, status=400)ScaleCrafter is capable of generating images with resolution of 4096 x 4096 and results with resolution of 2048 x 1152 based on pre-trained diffusion models on a lower resolution. Notably, our approach needs no extra training/optimziation .
YingqingHe • GitHub - YingqingHe/ScaleCrafter: Official implementation of ScaleCrafter for higher-resolution visual generation at inference time.
The grain of a React component is not the grain of a web component. Their design prioritize different functionality and forms of use. If you try to use one like the other, you’ll fight the direction of their natural grain.
Web components have their own grain and it favors enhancement over replacement. What do I mean by this?
A typical React component... See more
Web components have their own grain and it favors enhancement over replacement. What do I mean by this?
A typical React component... See more
Jim Nielsen • HTML Web Components
All the recommendation systems you see at Twitter, Facebook, TikTok, YouTube, etc. have a similar high-level architecture.
They have a layered architecture that looks something like the following
They have a layered architecture that looks something like the following
- Retrieval - Narrow down the candidates of what to show a user to thousands of potential items
- First Stage Ranking - Apply a low-level ranking system to
The Engineering behind Instagram's Recommendation Algorithm
It’s a generic system designed to mobilize resources in the body. It’s based on hardwired biological mechanisms.