guyk1971

NeMo

NeMo: a toolkit for conversational AI

PyTorch-VAE

A Collection of Variational Autoencoders (VAE) in PyTorch.

RecBole

A unified, comprehensive and efficient recommendation library

session-rec

Python-based framework for building and evaluating session-based and session-aware recommender systems.

alignment-handbook

Robust recipes for to align language models with human and AI preferences

d3rlpy

A data-driven deep reinforcement learning library as an out-of-the-box tool.

guyk1971.github.io

my homepage

Modern-Computer-Vision-with-PyTorch

Modern Computer Vision with PyTorch, published by Packt

NeMo-Aligner

Scalable toolkit for efficient model alignment

notebooks

Notebooks using the Hugging Face libraries 🤗

cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

CLIP

Contrastive Language-Image Pretraining

CodeTF

CodeTF: One-stop Transformer Library for State-of-the-art Code LLM

CORL

High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC, SPOT, Cal-QL

diffusion-models-class

Materials for the Hugging Face Diffusion Models Course

langchain-academy

Mastering-Transformers

Mastering Transformers, published by Packt

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

P5

fork of a work presented in Recsys 2022 by Geng et al.

recommenders

Best Practices on Recommendation Systems

s4

Structured state space sequence models

safari

Convolutions for Sequence Modeling

stable-baselines3

PyTorch version of Stable Baselines, improved implementations of reinforcement learning algorithms.

stable-diffusion

A latent text-to-image diffusion model

The-Kaggle-Book

Code Repository for The Kaggle Book, Published by Packt Publishing

The-Kaggle-Workbook

Code Repository for The Kaggle Workbook, Published by Packt

Transformers-for-NLP-2nd-Edition

Under the hood working of transformers, fine-tuning GPT-3 models, DeBERTa, vision models, and the start of Metaverse, using a variety of NLP platforms: Hugging Face, OpenAI API, Trax, and AllenNLP

Transformers4Rec

Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation, available for both PyTorch and Tensorflow.

trl

Train transformer language models with reinforcement learning.

vscode-remote-try-python

Python sample project for trying out Dev Containers