Machine Learning is a field of computer science concerned with developing systems that can learn from data.

Like statistics and linear algebra, probability is another foundational field that supports machine learning. Probability is a field of mathematics…

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📝 The paper "Adversarial Examples Are Not Bugs, They Are Features" is available here:
https://gradientscience.org/adv/

The Distill discussion article is available here:
https://distill.pub/2019/advex…

Reinforcement Learning in PyTorch. Contribute to astooke/rlpyt development by creating an account on GitHub.

How to apply Continuous Delivery to build Machine Learning applications

Facebook AI has open sourced MiniRTSv2, a real-time strategy game designed to test and evaluate a range of AI techniques related to reinforcement learning, hierarchical decision-making and natural language processing.

Any solid object can be decomposed into a collection of convex polytopes (in short, convexes). When a small number of convexes are used, such a decomposition can be thought of as a piece-wise...

So this summer I officially started doing research with UCLA-NLP.

My research this summer has been mainly focused on sentence embeddings. That is finding a function that maps a sentence (for our purpose a sequence of tokens) $S = [1, 10, 15, \ldots 5, 6…

We’ve observed agents discovering progressively more complex tool use while playing a simple game of hide-and-seek. Through training in our new simulated hide-and-seek environment, agents build a series of six distinct strategies and counterstrategies, some…

Peter Ondruska, Director, Research

Facebook researchers have created an AI tool that analyzes sample images and then recommends easy changes to a person's outfit to make it more stylish.

[ICCV 2019] Depth Hints are complementary depth suggestions which improve monocular depth estimation algorithms trained from stereo pairs - nianticlabs/depth-hints

AI-generated images have never looked better. Explore and download our diverse, copyright-free headshot images from our production-ready database.

ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP - graykode/nlp-roadmap

Faculty in MIT’s School of Humanities, Arts, and Social Sciences envision how the humanistic fields can help shape the MIT Schwarzman College of Computing — and benefit from advanced computing technologies.

We’ve used novel machine learning and tracking architectures to develop a new, fully articulated hand-tracking system for VR.

A game theoretic approach to explain the output of any machine learning model. - shap/shap

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Weights & Biases blog post (the notebook is available too!)
- https://www.wandb.com/articles/visualize-xgboost-in-one-line
- https://colab.research.google.com/d…