An AI can simulate an economy millions of times to create fairer tax policy
Deep reinforcement learning has trained AIs to beat humans at complex games like Go and StarCraft. Could it also do a better job at running the economy?
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How to peek inside a black box model — Understand Partial Dependence Plots
In this post, we will be learning a tool to reveal the working mechanism of a black box model. But before we start, let talk about…
To Succeed in a Negotiation, Help Your Counterpart Save Face
Three very different case studies — involving hostages in Afghanistan, a suicidal man in Calgary, and a tug-of-war between Brazilian and French businessmen — point to the importance of face, or reputation, in negotiations. To help you and your negotiating partners succeed, it is…
The Hundred-Page Machine Learning Book by Andriy Burkov
This is companion wiki of The Hundred-Page Machine Learning Book by Andriy Burkov. The book that aims at teaching machine learning in a concise yet systematic manner.
Why Does No One Use Advanced Hyperparameter Tuning? | by Liam Li | Oct, 202
Takeaways from our experience building state-of-the-art hyperparameter tuning in Determined AI’s integrated deep learning training…
Tutorial: Uncertainty estimation with CatBoost
Understanding why your model is uncertain and how to estimate the level of uncertainty
Speeding up Rails with Memoization - Honeybadger Developer Blog
Whoever first said that "the fastest code is no code" must have really liked memoization. After all, memoization speeds up your application by running less code. In this article, Jonathan Miles introduces us to memoiz...
Elegant Geographic plots in Python and R using GeoPandas and Leaflet | by K
How to use GeoPandas and Leaflet?
Python 3.9 New Features & How to Use Them
Python 3.9 New Feature Guide
Add External Data to Your Pandas Dataframe with a One-Liner
Inside the strange new world of being a deepfake actor | MIT Technology Rev
There’s an art to being a performer whose face will never be seen.
This Person Does Not Exist
What’s WAT? An Overview Of WAT/PCM Data?
More about the data that the fab makes available to the fabless customer when the wafer is ready to ship.
PySDR: A Guide to SDR and DSP Using Python
Inside the custom package: Creating a professional unboxing experience
The Sveriges Riksbank Prize in Economic Sciences in Memory of Alfred Nobel 2020
The Sveriges Riksbank Prize in Economic Sciences in Memory of Alfred Nobel 2020 was awarded jointly to Paul R. Milgrom and Robert B. Wilson "for improvements to auction theory and inventions of new auction formats"
How to cluster images based on visual similarity
Use a pre-trained neural network for feature extraction and cluster images using K-means.
100 Shielding Tips and Tricks
The principle of shielding is creating a conductive layer completely surrounding the object you want to shield. This was invented by Michael Faraday and this system is known as a Faraday cage.
LDM: My Favorite ARM Instruction
While CPUs and GPUs Work Harder in Data Centers, DPUs Work Smarter
As next-gen data centers amp up processing and speed, they're going to need processing units that can handle the heft of AI and machine learning.
Novel object captioning surpasses human performance on benchmarks
Visual vocabulary advances novel object captioning by breaking free of paired sentence-image training data in vision and language pretraining. Discover how this method helps set new state of the art on the nocaps benchmark and bests CIDEr scores of humans.
Bandit Algorithms
Multi-Armed Bandits: Part 3
A round-up of topology-based papers at ICML 2020
5 Articles to Understand Generative Adversarial Networks
Get up to date on one of the most promising Deep Learning technologies there is right now
DASK: A Guide to Process Large Datasets using Parallelization
A simple solution for data analytics for big data parallelizing computation in Numpy, Pandas, and Scikit-Learn Frameworks.
Multinomial Mixture Model for Supermarket Shoppers Segmentation (A complete
Complete analysis and implementation of a multinomial mixture model for supermarket shopper segmentation and predictive profiles prediction
Hacked Billboards can Make Teslas See 'Phantom Objects' and Cause Havoc
Tesla's Autopilot system relies on vision rather than LIDAR, which means it can be tricked by messages on billboards and projections created by hackers.
Histogram Matching
How to generate a histogram for an image, how to equalize the histogram, and finally how to modify your image histogram to be similar to…
Hidden Markov Model (HMM) — simple explanation in high level
HMM is very powerful statistical modeling tool used in speech recognition, handwriting recognition and etc. I wanted to use them, but when…
PyTorch vs. TensorFlow – a detailed comparison
Delve into the comprehensive comparison of PyTorch and TensorFlow, two leading machine learning frameworks. This article covers vital differences in ease of use, graph definition, and deployment capabilities, including insights on transitioning from PyTorch to TensorFlow Lite.
Instacart Users Segmentation and Market Basket Analysis
Xin Yu, Yingyuan (Valerie) Zhang, Yutong (Grace) Zhu
An intuitive guide to PCA
Ideas behind Principal Component Analysis
Silhouette Method — Better than Elbow Method to find Optimal Clusters
Deep dive analysis of Silhouette Method to find optimal clusters in k-Means clustering
NumPy Array Processing With Cython: 1250x Faster
This article was originally published on the Paperspace blog. You can run the code for my tutorials for free on Gradient.
User Stories | Examples and Template | Atlassian
User stories are system requirements often expressed as “persona + need + purpose.” Learn how stories drive agile programs & how to get started.
Euler's Formula: A Complete Guide | Math Vault
A complete guide on the famous Euler's formula for complex numbers, along with its interpretations, examples, derivations and numerous applications.
Designing and Simulating EMC Filters with LTspice
In this article, we will review the different types of noise that are present in a circuit. We will also discuss how to perform an accurate simulation of an EMC filter with LTspice.
Kingfish: Tiny Desk (Home) Concert
The blues prodigy performs a special Tiny Desk show at the Ground Zero Blues Club in Clarksdale, Miss.
Implementation plan for speeding up CPython
How to make CPython faster.
5 Must-Know Neural Network Activation Functions
The essence of non-linearity.
Handling Outliers in Clusters using Silhouette Analysis
Identify and remove outliers in each clusters from K-Means clustering
kubernetes-up-and-running/examples: Example code and files from "Kubernetes
Example code and files from "Kubernetes: Up and Running" - kubernetes-up-and-running/examples
A profile of Discord, which lies at the center of the gaming world with 100
David Pierce / Protocol: A profile of Discord, which lies at the center of the gaming world with 100M+ MAUs, as it pushes to turn into a communication tool for everyone, not just gamers
Best Music and Albums for 2024
See how well critics are rating the Best Music and Albums for 2024
https://semianalysis.com/apples-a14-packs-134-million-transistors-mm2-but-falls-far-short-of-tsmcs-density-claims/
Ruby's Proposed STM
You are now authenticated with the Google Cloud SDK!
How to Listen to Radio Stations From Around the World
Radio programming from around the world is available on the internet or through apps.
The cheap pen that changed writing forever
Fountain pens were a stylish statement but messy and impractical. Their replacement was a stroke of design genius perfectly in time for the era of mass production.
An ex-ARM engineer critiques RISC-V
RISC-V.md · GitHub