archie230

EDM2

Unofficial implementation of EDM2: Analyzing and Improving the Training Dynamics of Diffusion Models

deep_vision_and_graphics

Course about deep learning for computer vision and graphics co-developed by YSDA and Skoltech.

DeepGenerativeModels

ml-course

Open Machine Learning course

Exercises-Solutions

C, C++ and Python Code for Exercises and Solutions

paper-end2end-dl

📝 "End-to-end Deep Learning of Optimization Heuristics" (🥇 PACT'17 Best Paper)

autocoarsening

coarsening_pass

LLVM implementation of Thread Coarsening compiler pass for OpenCL

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

sim-lectures

MIPT lectures for "Fundamentals of Full-Platform Simulation"

space-bandits

YouTokenToMe

Unsupervised text tokenizer focused on computational efficiency

Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

catalyst

Accelerated deep learning R&D

shap

A game theoretic approach to explain the output of any machine learning model.

ml-course-hse

Машинное обучение на ФКН ВШЭ

retdec

RetDec is a retargetable machine-code decompiler based on LLVM.

linux

Linux kernel source tree