✍️Python’s context manager protocol has only two methods, with straightforward types. But when it comes to adding accurate type hints to a context manager, we still need to combine several typing features.
https://t.co/0Bltoze2Ps
functorch
A prototype of JAX-like composable function transforms for pytorch.
It aims to provide composable vmap and grad transforms that work with PyTorch modules and autograd with good eager-mode performance.
https://t.co/tCFgms6AJy
I'll blow your mind with a technique you aren't using yet.
Sometimes, you want your system to do exactly the opposite of what your machine learning model thinks you should do.
Let me convince you. ↓
Machine Learning System Design is now-a-days a very common topic in top companies for analysing the understanding of a candidate for MLE role.
I have hand-picked few awesome resources for ML System Design. List goes down👇
1/3
Why do many modern teams & companies fail to achieve the clarity, progress, and results they so badly seek?
5 cognitive biases of modern organizations, a thread:
Today is my birthday!
As my gift to you, I created this thread with all my NLP posts of this week to give you some technical content for your weekend!
[2 minutes]
1/11🧵