The source code for the paper "Optimizing Backward Policies in GFlowNets via Trajectory Likelihood Maximization"

Introduction to Blockchain at CS HSE

Large Scale Deep Learning Models course at Constructor University Bremen

Source code for NeurIPS-2024 paper "Where Do Large Learning Rates Lead Us"

[NeurIPS 2024 Oral][GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ultra-sim…

Code for paper "Compositional Sculpting of Iterative Generative Processes"

Efficient Deep Learning Systems course materials (HSE, YSDA)

GFlowNet library specialized for graph & molecular data

Code for our paper "Generative Flow Networks for Discrete Probabilistic Modeling"

Generative Flow Networks

PyTorch Template for DL projects

Repository for "Generative Flow Networks as Entropy-Regularized RL" (AISTATS-2024, Oral)

Reading club about Deep Learning, LLM, RL and so on

Official Kaggle API

Tutorial on generative models based on ordinary (ODE) and stochastic (SDE) differential equations

[ICML 2022] Representation Topology Divergence: A Method for Comparing Neural Network Representations

Введение в глубинное обучение на ФКН ВШЭ

Source code for NeurIPS 2023 paper "To Stay or Not to Stay in the Pre-train Basin: Insights on Ensembling in Transfer Learning"

I implemented: 2 tasks and all polygon files (like tests, checker etc.) for programming contests, you can see an example of a programming contest at the codeforces.com, 1 Machine Learning task for …

A collection of resources and papers on Diffusion Models

Materials for the Deep Learning 2 course at HSE AMI

Машинное обучение на ФКН ВШЭ