mattphotonman Goto Github PK
Type: User
Type: User
Software Carpentry workshop at NYU, March 17-18 2014
Software Carpentry NYU Intermediate Python
Bootcamp at Yale University, Oct. 11 - 12, 2014.
(WIP) Basic autosuggest engine for text.
Template for Software Carpentry bootcamp site repository.
Educational implementation of autograd similar to pytorch
This is an attempt at trying to explain the observed distribution of college graduates in some American cities. Within the framework of the model, it is possible to tell whether there is a clustering effect, i.e. college grads tend to go to cities with other college grads, or whether the distribution is consistent with college grads moving to cities at random. This project is in response to the following article: http://www.nytimes.com/2012/05/31/us/as-college-graduates-cluster-some-cities-are-left-behind.html
Module to solve two player combinatoric games.
Tools for financial planning
Code to solve the "Fox Hole Problem": http://gurmeet.net/puzzles/fox-in-a-hole/
C++ classes that aid in doing jackknife resampling calculations. Some methods are general purpose, some are for specific projects of mine.
Simple example of the Metropolis algorithm to create a single random variable with a normal distribution, mean 0 and standard deviation 1.
Demo of unit tests for Software Carpentry March 2014.
Solutions to various problems from http://fivethirtyeight.com/tag/the-riddler/
Tools for calculating the Shannon entropy of a text file. Here we are considering text files to be streams of letters, and look at sets of n consecutive letters. (We are not considering the text file to be a stream of English words.)
Sample repo
This is a repo to play around with for the SW carpentry bootcamp at Yale, October 2014.
An Open Source Machine Learning Framework for Everyone
Program for comparing jackknife estimates of the standard deviation of the mean of a quantity to the "actual" standard deviation. The "actual" standard deviation is calculate by repeating the experiment N times and calculating the standard deviation of the mean from these N samples.
Code up a transformer in python while using minimal built-in classes
Tools for optimizing guesses at Wordle
NOTE: CODE UNFINISHED. Code to find the optimal strategy for getting a certain combination (e.g. Yahtzee, four of a kind, full house) in a turn of Yahtzee, and to calculate the probability of getting it if you follow the optimal strategy. The desired combination is encoded by specifying point values for each possible roll of the dice at the end of the turn, and the code finds the strategy that maximizes the expectation value of the number of points. The expectation value of the number of points with the optimal strategy is also returned. If you want to know a probability of a certain combination, you can set the points for rolls belonging to that combination to 1, and set the points to 0 for all other rolls.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.