Machine Learning for Humans🤖👶
9m read · 198 saves · 08/19/17 · Vishal Maini · The ultimate guide to machine learning. Simple, plain-English explanations accompanied by math, code, and real-world examples.
An algorithm that can spot cause and effect could supercharge medical AI
3m read · 194 saves · Feb 05 · The technique, inspired by quantum cryptography, would allow large medical databases to be tapped for causal links
Polyaxon
1m read · 14 saves · 01/27/18 · An enterprise-grade open source platform for building, training, and monitoring large scale deep learning applications. Get Started Install View on…
MLflow - A platform for the machine learning lifecycle
16 saves · 09/11/18 · An open source platform for the end-to-end machine learning lifecycle
A Recipe for Training Neural Networks
14m read · 62 saves · 04/25/19 · Some few weeks ago I posted a tweet on “the most common neural net mistakes”, listing a few common gotchas…
Summaries, Notes, and Lessons from Books I've Read
35m read · 21 saves · 12/06/18 · My growing collection of notes from 200+ books, as well as the occasional article, video, documentary, and more. Organized by…
spaCy.io | Build Tomorrow's Language Technologies
1m read · 99 saves · 02/17/16 · spaCy is a free open-source library featuring state-of-the-art speed and accuracy and a powerful Python API.
Introduction to StanfordNLP: An Incredible State-of-the-Art NLP Library for 53 Languages (with Python…
10m read · 02/03/19 · Introduction A common challenge I came across while learning Natural Language Processing (NLP) – can we build models for non-English…
A radical new neural network design could overcome big challenges in AI
10m read · 169 saves · 12/12/18 · Researchers borrowed equations from calculus to redesign the core machinery of deep learning so it can model continuous processes like…
DeepLearning series: Sequence Models
8m read · 03/15/18 · Michele Cavaioni · This blog will cover the different architectures for Recurrent Neural Networks, language models, and sequence generation. I will go over…
An Introduction to Recurrent Neural Networks
7m read · 09/15/18 · A way to teach Machines how to comprehend Natural Languages.