We launched a new free, updated, Deep Reinforcement Learning Course from beginner to…
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A Brief Summary of Siamese Recurrent Architectures for Learning Sentence Similarity:
One of the important tasks for language understanding and information retrieval is to modelling underlying semantic similarity between words…
As careers and lifestyles develop, we are becoming more and more dependent on software development. A few decades…
Regardless of where you work or what you do, everything around you is defined by metrics. What is the…
In this series, I will try my best to explain the probabilistic theory and computation…
“(GANs), and the variations that are now being proposed is the most interesting idea in the last 10 years in ML…
Semantic segmentation is one of the most popular topics in computer vision, more even since pasts…
I originally published this blog post on LinkedIn.
An oft-repeated meme in data science circles is that linear models can sometimes be preferable to other machine learning methods because they’re “easily…
In the current society, people are doing everything to maintain a good living style, earning money…
John D. Carmack II (twitter @John Carmack), the legendary programmer posted an article on Facebook several months ago about how he managed to implement neural network from scratch in C++. Just like what he…
I’ve built an API that automatically responds to spam. It uses machine learning to come up with a couple of sentences in response to an…
The catch in the title is that this is about painting (brush strokes, pressure, and whatnot), and not image…
What is TensorflowJS ?
A WebGL accelerated, browser based JavaScript library for training and deploying ML models.
Yesterday Google announced TensorflowJS which is a JavaScript library to implement Machine Learning in the browser…
Super Learner Classifier is a ensemble model used in supervised learning of Machine Learning. I have developed this model using existing classifier present in scikit learn library. I have vertically stacked the 5 supervised learning classifier and made a ensemble model. This ensemble…
Unlike regression where you predict a continuous number, you use classification to predict a category…
Planetary defence against massive gradient spikes
In the previous posts, we built the input and model functions for our TensorFlow estimator. Now, its time to put everything together and run an experiment on the MNIST dataset. The code…
There are so many guides to install dlib on Mac.
But, I had a hard time for that. Like below.
[ 98%] Building CXX object CMakeFiles/dlib_.dir/src/face_recognition.cpp.o [ 99%] Building CXX object CMakeFiles/dlib_.dir/src/gui.cpp.o…
A lot of tasks in real life cannot be simply modeled by features and labels. Consider a task where we want…
Written by Natasha Mariae Mingasca
Google Allows anybody to download his 5 years search history. Recurrent Neural Networks (RNN) has done amazing performance with time series analysis. If we assume there is some sort of dependence between your previous queries and next ones, we can assume then that RNN can catch it…
This post is a part of Jeff’s 12-month, accelerated learning project called “Month to Master.” For March, he is downloading the ability to build an AI.
The Deep Learning Indaba has two principal aims: to increase African participation and contribution to the advances in artificial intelligence and machine learning, and address issues of diversity in these fields of science.
I will be speaking at the event organized by the Global Big Data Conference, on Wednesday 4th April. The talk will be on trends in Visualizing Machine learning with a walkthrough of some case studies.
デザインという捉えどころのないものを捉えようとする営みを人工知能を使って効率化したいと思っています。
まずは人間が言語化出来ていない「美しさのルール」のようなものを人工知能を使って明らかにしていきたいと思っています。
最終的には人が行うデザイン作業は創造性という概念の本質的な部分だけが残るのだと思います。
Very interesting read Danilo Pena. To be honest, I had no idea there was such an approach to get heartbeat data from accelerometers. I would love to hear more from the project as my first impression when reading was that the data can be pretty innacurate. Needless to say that the way the phone is carried bye the subject can drastically lead to very…
Since 2015, Data Science Africa (DSA) has held an annual summer school and workshop to train participants on machine learning and data science methods and provide an avenue for researchers to present work demonstrating the application of…
Yeah it is fun.. We teach Machine Learning. we know it.
