dragonbook Goto Github PK

1806

18.06 course at MIT

6.041

Notes I've taken for MIT's 6.041 (Probabilistic Systems Analysis & Applied Probability), plus course bible material.

actionrecognition

cad120 human action dataset reader

algorithms

Bug-tracking for Jeff's algorithms book, notes, etc.

align_uniform

Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere.

annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

awesome-cloth

Some awesome researches about cloth(modeling, rendering, simulation etc)

awesome-edge-detection-papers

:books: A collection of edge/contour/boundary detection papers and toolbox.

bayesoptbook.github.io

Companion webpage for the book "Bayesian Optimization" by Roman Garnett

bezierinfo-2

The development repo for the Primer on Bézier curves, https://pomax.github.io/bezierinfo

centernet

Object detection, 3D detection, and pose estimation using center point detection:

cis565-fall-2016.github.io

Course website for CIS 565 at the University of Pennsylvania

cis565-fall-2017.github.io

Course website for CIS 565 at the University of Pennsylvania

cis565-fall-2018.github.io

Course website for CIS 565 at the University of Pennsylvania

cnngeometric_pytorch

CNNGeometric PyTorch implementation

computer-vision-tutorial

computer vision tutorial guide courses books codes slides resources

computervisionreadinglist

My reading list for topics in Computer Vision

cs231a

Computer Vision: From 3D Reconstruction to Recognition

cs231n-assignments

My stanford cs231n course assignments(Convolutional Neural Networks for Visual Recognition)

cs231n.github.io

Public facing notes page

cs446

:computer: CS446: Machine Learning in Spring 2018, UIUC

curve-gcn

Official PyTorch code for Curve-GCN (CVPR 2019)

dgcnn

dgg-svg

Discrete Geodesic Graph and Saddle Vertex Graph

dragonbook.github.io

ee227c.github.io

EE227C (Spring 2018) Course page

enoki-thread

Enoki-Thread — Minimal thread pool for task parallelism

excalidraw

Virtual whiteboard for sketching hand-drawn like diagrams

fast-winding-number-soups

An example that complies and runs the fast winding number for soups

glad

Multi-Language Vulkan/GL/GLES/EGL/GLX/WGL Loader-Generator based on the official specs.