Mike Lasby's repositories
pytorch-poetry-hydra-template
Template for deep learning research using PyTorch, Poetry, and Hyrda
ao
torchao: PyTorch Architecture Optimization (AO). A repository to host AO techniques and performant kernels that work with PyTorch.
brain-connectome-longitudinal
Machine learning pipeline code for paper (TITLE TBD)
calgaryml.github.io
Calgary ML Lab Website
ingeniator
ingeniator - Feature Engineering for Python
deep-learning
Deep learning.
ensf-444
ENSF-444 L03 Lab Materials
ENSF-480-F2021
Lecture materials for Fall 2021 ENSF 480 - Principals of Software Design
flops-counter.pytorch
Flops counter for convolutional networks in pytorch framework
fvcore
Collection of common code that's shared among different research projects in FAIR computer vision team.
gpuslackbot
Slack bot for monitoring GPU usage on a server.
NM-sparsity
SR-STE implementation by original authors
PlotNeuralNet
Latex code for making neural networks diagrams
pre-commit
A framework for managing and maintaining multi-language pre-commit hooks.
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
qlora
QLoRA: Efficient Finetuning of Quantized LLMs
rigl
End-to-end training of sparse deep neural networks with little-to-no performance loss.
rigl-torch
Extremely lightweight & easy to use PyTorch implementation of the sparse model training method "RigL" by Google Research.
sparse-evolutionary-artificial-neural-networks
Always sparse. Never dense. But never say never. A Sparse Training repository for the Adaptive Sparse Connectivity concept and its algorithmic instantiation, i.e. Sparse Evolutionary Training, to boost Deep Learning scalability on various aspects (e.g. memory and computational time efficiency, representation and generalization power).
stablediffusion
High-Resolution Image Synthesis with Latent Diffusion Models
streamlit
Streamlit — The fastest way to build data apps in Python
streamlit-analytics
👀 Track & visualize user interactions with your streamlit app
ucalgmthesis
A LaTeX class to produce a University of Calgary (UCalgary) graduate thesis (uses memoir class)
wandb
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.