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awesome-information-bottleneck

This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.

boostingsentenceembeds

Boosting Lightweight Sentence Embeddings with Knowledge Transfer from Advanced Models: A Model-Agnostic Approach

dcunet

Phase-aware speech enchancement with Deep Complex U-Net

diff-zoo

Differentiation for Hackers

dl-docker

An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.)

fedora-33-vfio-guide

A guide to have GPU passthrough in Fedora 33

flux-blstm-implementation

An implementation of the Graves & Schmidhuber (2005) bidirectional LSTM in Flux.

iceceng23

Code for "Model Agnostic Knowledge Transfer Methods for Sentence Embedding Models" paper by Gunel and Amasyali.

informationmeasures.jl

Entropy, mutual information and higher order measures from information theory, with various estimators and discretisation methods.

julia-nmf-ss-toy

NMF-based Music Source Separation Demo in Julia

kickstart.nvim

A launch point for your personal nvim configuration

mosesdecoder

Moses, the machine translation system

muse

A library for Multilingual Unsupervised or Supervised word Embeddings

ob-julia

personal-site

Source for wetmore.github.io ie http://mattwetmore.me

the-story-of-heads

This is a repository with the code for the ACL 2019 paper "Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned" and the ACL 2021 paper "Analyzing Source and Target Contributions to NMT Predictions".

vecmap

A framework to learn cross-lingual word embedding mappings

xles.jl

Alignment algorithms for Bilingual/Cross Lingual Word Embeddings implemented in Julia

xlescripts

scripts for training XLEs