Category
Programming Languages & Software Engineering
Language
C++

The MIT Language Modeling (MITLM) toolkit is a set of tools designed for the efficient estimation of statistical n-gram language models involving iterative parameter estimation.  It achieves much of its efficiency through the use of a compact vector representation of n-grams.  Details of the data structure and associated algorithms can be found in the following paper: Bo-June (Paul) Hsu and James Glass.

MIT License
Last Updated
Category
Programming Languages & Software Engineering
Language
Python

Julia is a high-level, high-performance dynamic programming language for numerical computing.

MIT License
Last Updated
Category
Programming Languages & Software Engineering
Language
C++

Caliper is a precise traffic generator based on the NetFPGA platform with highly-accurate packet injection times that can be easily integrated with various software-based traffic generation tools.

Last Updated
Image
news choices
MIT news article

With billions of books, news stories, and documents online, there’s never been a better time to be reading — if you have time to sift through all the options. “There’s a ton of text on the internet,” says Justin Solomon, an assistant professor at MIT. “Anything to help cut through all that material is extremely useful.”

Image
biggest tech breakthroughs
CSAIL article

Given that our smartphones have largely become appendages over the last decade, it’s hard to imagine that ten years ago there was no Instagram, Uber, TikTok or Tinder. The ways we move, shop, eat and communicate continue to evolve thanks to the technologies we use. It can be easy to forget how quickly things have changed - so let’s turn back the clocks and reminisce about some of the computing breakthroughs that have transformed our lives in the ’10s.

Image
object recognition
MIT news article

Computer vision models have learned to identify objects in photos so accurately that some can outperform humans on some datasets. But when those same object detectors are turned loose in the real world, their performance noticeably drops, creating reliability concerns for self-driving cars and other safety-critical systems that use machine vision.

Image
AI and the Work of the Future Congress
MIT news article

In opening the AI and the Work of the Future Congress, MIT Professor Daniela Rus presented diverging views of how artificial intelligence will impact jobs worldwide.

By automating certain menial tasks, experts think AI is poised to improve human quality of life, boost profits, and create jobs, said Rus, director of the Computer Science and Artificial Intelligence Laboratory (CSAIL) and the Andrew and Erna Viterbi Professor of Electrical Engineering and Computer Science.