michaelmurdock

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

nanoGPT

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

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

examples

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

LLMsPracticalGuide

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

stat_rethinking_2022

Statistical Rethinking course winter 2022

flops-counter.pytorch

Flops counter for convolutional networks in pytorch framework

loss-landscape

Code for visualizing the loss landscape of neural nets

ManimML

ManimML is a project focused on providing animations and visualizations of common machine learning concepts with the Manim Community Library.

fvcore

Collection of common code that's shared among different research projects in FAIR computer vision team.

efficientdet-pytorch

A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights

latex-yearly-planner

Digital planner for Supernote and ReMarkable // Support Ukraine 🇺🇦 https://savelife.in.ua/en

cornell-cs5785-2020-applied-ml

Teaching materials for the applied machine learning course at Cornell Tech (online edition)

computer-vision

Programming Assignments and Lectures for Stanford's CS 231: Convolutional Neural Networks for Visual Recognition

gimp-stable-boy

GIMP plugin for AUTOMATIC1111's Stable Diffusion WebUI

causal_salad_2021

One day course on causal inference, MPI-EVA 9 September 2021

SPD-Conv

Code for ECML PKDD 2022 paper: No More Strided Convolutions or Pooling: A Novel CNN Architecture for Low-Resolution Images and Small Objects

fiftyone-examples

Examples of using FiftyOne

gapi-querier

Tool for running Google APIs, and to play with google auth and stuff.

ask_ai

codexctl

Automated update managment for the ReMarkable tablet

VOG

Estimating Example Difficulty using Variance of Gradients

python-poppler-qt5

Python binding to libpoppler-qt5

pytorch-saliency-maps

Visualizing image-specific class saliency map in classification ConvNets in Pytorch

object-detection-metrics

Python code for analysing object detection metrics

Class-Agnostic-Feature-Visualisation

[ICIP 2021] PyTorch code for "The Mind's Eye: Visualizing Class-Agnostic Features of CNNs" for generation of kernel features.

separableconv-torch

PyTorch implementation of Depthwise Separable Convolution

planner

A system for generating hyperlinked PDF planner for daily time-blocking