How to Make a Model with Textual Input Benefit From Userβs Age
Author(s): Sebastian Poliak Originally published on Towards AI. Deep Learning How to Make a Model with Textual Input Benefit From Userβs Age Enriching Sequential LSTM Model with Non-Sequential Features Sequence data can be found in various fields and use cases of Machine …
Create Your NAS Database Server on Raspberry Pi
Author(s): Louis Chan Originally published on Towards AI. Personal Motivation Database, but we need to fit it in a Raspberry Pi β Photo by Jan Antonin Kolar on Unsplash Network-Attached Storage (NAS) is a centralized well of data repository which is accessible …
Googleβs Model Search is a New Open Source Framework that Uses Neural Networks to Build Neural Networks
Author(s): Jesus Rodriguez Originally published on Towards AI. The new framework brings state-of-the-art neural architecture search methods to TensorFlow. Source: https://github.com/google/model_search I recently started an AI-focused educational newsletter, that already has over 70,000 subscribers. TheSequence is a no-BS (meaning no hype, no …
TensorFlow: Speed Up NumPy by over 10,000x with GPUs
Author(s): Louis Chan Originally published on Towards AI. Code Photo by Marc-Olivier Jodoin on Unsplash If you have used Python for any data processing, you have most likely used NumPy (short for Numerical Python). It provides a rich arsenal of complex data …
AI in Finance Panel: Accelerating AI Risk Mitigation with XAI and Continuous Monitoring
Author(s): Anusha Sethuraman Originally published on Towards AI. Artificial Intelligence At the AI in Finance Summit, NY, in December 2020, Fiddler AI held a panel discussion on the state of responsible AI with a group of model risk specialists from the financial …
GANsformers: Generate complex scenes using GANs and Transformers
Author(s): Louis Bouchard Originally published on Towards AI. They basically leverage transformersβ attention mechanism in the powerful StyleGAN2 architecture to make it even more powerful! Results examples on generating bedroom scenes with its attention maps. Image from: Drew A. Hudson and C. …
Docker + Flask | Dockerizing a Python API
Author(s): Billy Bonaros Originally published on Towards AI. Docker containers are one of the hottest trends in software development right now. Not only it makes it easier to create, deploy and run applications but by using containers you are confident that your …
Letβs Win at 7Β½ With RL!
Author(s): Alberto Prospero Originally published on Towards AI. Machine Learning How reinforcement learning can be applied to find optimal strategies at 7Β½ (a game really similar to Blackjack!) Photo by Marin Tulard on Unsplash Introduction βWinner, Winner, Chicken Dinner!β.In the movie 21, …
Install the Fastai Course Requirements on Linux
Author(s): David Littlefield Originally published on Towards AI. Deep Learning for Coders: Image by Anton Maksimov juvnsky This article is an expanded guide thatβs meant to help you learn whatβs happening throughout the chapter. It provides definitions of terms, commands, and code …
Ultralearning Product Data Science
Author(s): Harsh Darji Originally published on Towards AI. Data Science The minimal effort maximum outcome way Happiness is not pleasure. Happiness is the expansion of possibilities β Scott Young I often wonder what is one thing I am most passionate about, I …
Winning The Lottery Using Data Analytics
Author(s): John Bica Originally published on Towards AI. A data-focused strategy you can use to pick numbers in the Yotta lottery Image created by Author with GIFMaker Lotteries are supposed to be based on probability and randomness. You can pick your lucky …