TOOLS

Auto Differentiation: Automating Derivative Calculation with JAX

By

–

17 February 2023 14h26

Auto Differentiation This is really powerful to automate the calculation of derivatives especially when differentiating complex algorithms and mathematical functions. It is highly useful in training machine learning models and can be done with 'jax.grad()'

JAX NumPy: Performing NumPy Operations with JAX Library

By

–

17 February 2023 14h26

You can perform almost all Numpy Operations with Jax. JAX provides 'jax.numpy' that helps you to perform Almost anything that can be done with 'numpy' Here is how you can use "jax.numpy"

JAX vs NumPy: GPU and TPU Support Comparison

By

–

17 February 2023 14h26

We have Numpy which is the fundamental python library for scientific computing. Why do we need Jax or How it differs from Numpy Numpy is only compatible with the CPU. JAX provides an implementation of NumPy with both GPU and TPU support. https://
github.com/google/jax

Jax: A Faster Python Library for Machine Learning and Computing

By

–

17 February 2023 14h26

"Jax" is a python library for numerical computing, machine learning and is really faster than Numpy Here is why you should care about Jax and its really powerful features in Machine Learning:

→ View original post on X — @dotcsv

ChatGPT Boosts Programming Productivity Tenfold

By

@dotcsv

–

17 February 2023 13h45

¡BUAH! Usar ChatGPT para programar es un boost de rendimiento brutal. Ya no programo, construyo Llegar de la idea al resultado funcional es muchísimo más rápido y con un desgaste mental mucho más bajo. ¿Y vosotros, qué boost de mejora notáis? Yo, fácil, un x10 más rápido.

→ View original post on X — @reach_vb

Hugging Face Search Launches with 75,000 Searches in One Week

By

@reach_vb

–

17 February 2023 13h00

Wow, can you believe it's only been one week since https://t.co/OW9Eqe35zN launched and we've already had around 75,000 searches?! 🤯

It's amazing how effortless it is to find all sorts of incredible open-source models, datasets, and spaces across different modalities. 🤗 pic.twitter.com/Sg1m3oAWhW
— Vaibhav (VB) Srivastav (@reach_vb) 17 février 2023

Wow, can you believe it's only been one week since http://
hf.co/search launched and we've already had around 75,000 searches?! It's amazing how effortless it is to find all sorts of incredible open-source models, datasets, and spaces across different modalities.

→ View original post on X — @dotcsv

MultiDiffusion enables granular image generation control with segmentation maps

By

@dotcsv

–

17 February 2023 12h39

Similar a cómo funcionaba el trabajo de NVIDIA de hace unos meses, MultiDiffusion ofrece poder generar imágenes con un mayor control:

👉 Dibujando mapas de segmentación.
👉 y asociando cada mapa con un prompt!

Mola bastante ver cómo todas las herramientas se van sofisticando! https://t.co/TO1bROkd4W
— Carlos Santana (@DotCSV) 17 février 2023

Similar a cómo funcionaba el trabajo de NVIDIA de hace unos meses, MultiDiffusion ofrece poder generar imágenes con un mayor control: Dibujando mapas de segmentación. y asociando cada mapa con un prompt! Mola bastante ver cómo todas las herramientas se van sofisticando!

→ View original post on X — @officialindiaai

OpenAI Whisper Transforms Audio Recordings into Text

By

@officialindiaai

–

17 February 2023 8h35

Transform your audio recordings into text with @OpenAI
's Whisper! This technology uses advanced deep learning models to transcribe spoken words, opening up a world of possibilities for businesses, researchers, and more. Learn more: https://
indiaai.gov.in/article/speech
-to-text-with-openai-s-whisper?utm_source=Twitter
… @githubh