jamesoneill12

siamcapsnet

Siamese Capsule Networks for Face Verification

LayerFusion

This repository contains the code for performing the layer fusion compression method.

SupervisedMetaEmbedding

This code is for "Meta-Embedding as Auxiliary Task Regularization", published at ECAI-2020 and can be found here https://livrepository.liverpool.ac.uk/3027043/

website

ai-deadlines

:alarm_clock: AI conference deadline countdowns

atlas

Code repository for supporting the paper "Atlas Few-shot Learning with Retrieval Augmented Language Models",(https//arxiv.org/abs/2208.03299)

Auto-GPT

An experimental open-source attempt to make GPT-4 fully autonomous.

awesome-pretrained-models-for-information-retrieval

A curated list of awesome papers related to pre-trained models for information retrieval (a.k.a., pretraining for IR).

CtCI-6th-Edition-Python

Cracking the Coding Interview 6th Ed. Python Solutions

diagrams

:art: Diagram as Code for prototyping cloud system architectures

dietgpu

GPU implementation of a fast generalized ANS (asymmetric numeral system) entropy encoder and decoder, with extensions for lossless compression of numerical and other data types in HPC/ML applications.

DTWSim

Applies dynamic time warping along the embedding dimensions and computes a multivariate dynamic time warping similarity measure between sentence embedding matrices.

evennia

Python MUD/MUX/MUSH/MU* development system

fast-transformers

Pytorch library for fast transformer implementations

HarmBench

HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal

hugo-academic

information_bottleneck_pytorch

Project for the Large Scale Optimization course at Skoltech

jamesoneill12.github.io

This is my personal website.

K-Adapter

llm_distillation_playbook

Best practices for distilling large language models.

lstm

NearestNeighborLanguageModeling

This repository provides code for nearest-neighbor replacement sampling for neural sequence predictors. This method samples nearest neighbors of some tokens in a sequence and replaces them with the ground truth with the aim of reducing compounding errors that occurs because of the i.i.d descrepancy between training time and test time behavior.

oldjamesoneill12.github.io

New website

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more

pytorch-OpCounter

Count the MACs / FLOPs of your PyTorch model.

Task-Oriented-Dialogue-Dataset-Survey

A dataset survey about task-oriented dialogue, including recent datasets.

tch-rs

Rust bindings for PyTorch

torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

vector-quantize-pytorch

Vector Quantization, in Pytorch