python - Bits & Bytes

Hugging Face Deep RL Course

Back in December, Hugging Face released an eight unit course covering the fundamentals of Deep Reinforcement Learning. The course covers fundamental theories of Deep RL, core libraries and gives you hands-on experience training your own agents in unique environments ranging from classical control problems all the way to video games

omscs

CS-7638: Artificial Intelligence for Robotics

Instructor(s): Jay Summet / Sebastian Thrun Course Page: Link CS-7638 is an introductory course that covers basic techniques used in robotics. Throught its 16-week span, the instructors cover various techniques/algorithms used in the field of robotics such as: Bayes Filters: Histogram, Kalman & Particle FiltersPID (Proportional–Integral–Derivative) ControllersPath

nba

NBA Player Tracking

Since the 2013-14 season, the NBA has installed special cameras in every NBA stadium allowing teams to track every single player and ball movement, and digitize it into data that their data scientists can crunch into ever more sophisticated metrics on team and player performance. What's even more amazing is

quine

Tupper's self-referential formula

So here's something cool. This formula: $$\frac{1}{2} < \lfloor mod(\lfloor\frac{y}{17}\rfloor2^{-17\lfloor x \rfloor -mod(\lfloor y\rfloor,17)},2)\rfloor$$ will literally plot itself if you look at the right region. where k is this 543-digit integer: 960 939 379 918 958

python

Towers of Hanoi

An age-old puzzle that's challenged kids and pancake chefs for ages: The goal of the puzzle is to move an entire stack of disks from one rod/plate to another with the following restrictions: Only one disk can be moved at a time. Each move consists of taking the upper

python

Analyzing NYC Subway Data with Python

MTA provides a public dataset of turnstile data per station since May 2010. We can grab weather data from Weather Underground, who kindly provides historical weather data in CSV format. You can also grab the same data through their API. Data Munging The data we collected so far usuable yet,