nsaphra Goto Github PK

acd

Code for using / reproducing ACD from the paper "Hierarchical interpretations for neural network predictions"

amrica

Visualize AMRs with inter-annotator disagreement and bitext alignment

arithmetic_corpus

Code for generating a synthetic corpus of basic arithmetic formulae and their solutions as strings, to be used as a toy task for natural language understanding and inference models.

dnn-mode-connectivity

Mode Connectivity and Fast Geometric Ensembles in PyTorch

dotfiles

dotfiles-1

My configuration files

dynet

Dynamic neural network library

dynet-benchmark

Benchmarks for DyNet

en600.468

Assignments for mt-class.org/jhu

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fakerealdonaldtrump

A model for filtering Trump's tweets for those originally authored by him, with a twitter bot.

gfl_syntax

Graph Fragment Language for Easy Syntactic Annotation

glove-python

Toy Python implementation of http://www-nlp.stanford.edu/projects/glove/

gradience

analyze the gradients associated with each word at each layer of a language model during training

inflect

A homework assignment whose task is to choose the correct inflection of Czech lemmas.

jamr

julia

The Julia Language: A fresh approach to technical computing.

justified-variables

Words of the same length with related meanings.

knausj_talon

Config for talon for Mac, Windows and Linux. Very much in progress.

layer-tagger

generic pytorch implementation of the layer wise representation evaluation from Belinkov et al. 2018

loss-surface-simplexes

m-phate

Multislice PHATE for tensor embeddings

mastodon_digest

A Python script that aggregates recent popular tweets from your Mastodon timeline

mathfly

My mathfly config for talon

mathfly-talon

Talon scripts for dictating mathematics into editors like LyX and Scientific Notebook 5.5.

mllab

CLSP ML lab task

model-subspace

Pytorch hooks to save the subspace associated with a model so it can be used as input to SVCCA.

neveragaindottech.github.io

Source files for the neveragain.tech site

nsaphra.github.io

old_nsaphra.github.io