Chris McMaster's repositories
torchtabular
A package for training SAINT and TabTransformer variant models in R using {torch}
luzmonitor
Luz callbacks for monitoring experiments
alignment-handbook
Robust recipes for to align language models with human and AI preferences
juliasilge.com
My blog, built with blogdown and Hugo :link:
luz
Higher Level API for torch
distilabel
⚗️ AI Feedback framework for scalable LLM alignment
mimic4ed-benchmark
Python workflow for generating benchmark datasets and machine learning models from the MIMIC-IV-ED database.
mlx-examples
Examples in the MLX framework
notionr
R Package for the Notion API
outlines-mlx
A fast minimalistic implementation of guided generation on Apple Silicon using Outlines and MLX
promptsource
Toolkit for collecting and applying prompts
pymed
PyMed is a Python library that provides access to PubMed.
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
pytorch-widedeep
A flexible package to combine tabular data with text and images using Wide and Deep models in Pytorch
SLE_LASSO
Github repository for SLE LASSO talk
tab-transformer-pytorch
Implementation of TabTransformer, attention network for tabular data, in Pytorch
torch
R Interface to Torch
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
trl
Train transformer language models with reinforcement learning.
tutorials
MONAI Tutorials