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awd-lstm-lm

cnn-for-cqa

dcnn_semeval_yikang

DCNN base SemEval

dolomite-engine

drnn

dynamic recursive neural network

examples

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

iamhwr

Online handwriting recognition on IAM-ON database with TDNN and RNN

inpainting

IFT6266 Deep Learning course project by Yikang Shen

lm-evaluation-harness

A framework for few-shot evaluation of autoregressive language models.

lm_syneval_orderedneurons

Code for replicating the work in "Targeted Syntactic Evaluation of Language Models." EMNLP 2018.

megablocks

mingpt

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

moa

Mixture of Attention Heads

mos

ordered-memory

This repository contains the code used for Ordered Memory paper

ordered-neurons

Code for the paper "Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks"

prpn

Parsing Reading Predict Network

prpn-analysis

This repo contains the analysis results reported in the paper "Grammar Induction with Neural Language Models: An Unusual Replication"

rouge

A full Python Implementation of the ROUGE Metric (not a wrapper)

self-attentive-parser

Constituency Parsing with a Self-Attentive Encoder (ACL 2018)

smartdispatch

An easy to use job launcher for supercomputers with PBS compatible job manager.

theano

Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

tutel

Tutel MoE: An Optimized Mixture-of-Experts Implementation

udgn

Code for Unsupervised Dependency Graph Network paper

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs