johntzwei Goto Github PK

a-guide-to-independent-research-for-undergrads

A comprehensive (from nuts to soup) guide on independent research projects for undergraduates in computer science.

al_datasets

Actively collecting challenging datasets

bleurt

BLEURT is a metric for Natural Language Generation based on transfer learning.

content_prevalence

cords

Reduce end to end training time from days to hours (or hours to minutes), and energy requirements/costs by an order of magnitude using coresets and data selection.

dialog-bias

dotfiles

gpt-neox

An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.

haveibeentrainedon

haveibeentrainedon2

interim_sampling

Interim sampling techniques for MT

johntzwei.github.io

My personal webpage.

keras

Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.

keras_snli

Simple Keras model that tackles the Stanford Natural Language Inference (SNLI) corpus using summation and/or recurrent neural networks

lstm-language-models

Implementations of baseline language models in Dynet.

metric-statistical-advantage

Data and analyses for our acl2021 work

mt_metrics

An exploration of semantic parsing and translation metrics.

mylib

A python import for inspecting the program state after it crashes.

nematus

Open-Source Neural Machine Translation in Tensorflow

neural-postfix-calculator

extra af - catching the hottest trends you feel me

nmt_iwslt

opennmt-py

Open Source Neural Machine Translation in PyTorch

pdf.js

PDF Reader in JavaScript

prompts

rnn_agreement

Evaluating recurrent neural networks on predicting subject-verb agreement dependencies

robust-metrics

seq2seq

Sequence to Sequence Learning with Keras

the-algorithm

Source code for Twitter's Recommendation Algorithm

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

vae

Implementations of VAE language models.