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Kirill Gelvan's Projects

code2vec icon code2vec

code2vec for Python 3 made for NL2ML project

dp icon dp

definetely not a deep pavlov

hrl-taxi icon hrl-taxi

Solution for Taxi env using HRL (Hierarchical reinforcement learning) (2018)

iad-deep-learning icon iad-deep-learning

Курс "Современные методы машинного обучения" на майноре ИАД

ijepa icon ijepa

Official codebase for I-JEPA, the Image-based Joint-Embedding Predictive Architecture. First outlined in the CVPR paper, "Self-supervised learning from images with a joint-embedding predictive architecture."

jepa icon jepa

PyTorch code and models for V-JEPA self-supervised learning from video.

octocode-eval icon octocode-eval

Reproduction of the evaluation of the paper OctoPack: Instruction Tuning Code Large Language Models by N Muennighoff et. al 2023

quartznet-asr-pytorch icon quartznet-asr-pytorch

Automatic Speech Recognition (ASR) model QuartzNet trained on English CommonVoice. In PyTroch with CTC loss and beam search.

rudialogpt3-finetune-colab icon rudialogpt3-finetune-colab

Ready-for-use-colab tutorial for finetuning ruDialoGpt3 model on а telegram chat using HuggingFace and PyTorch

selection-extraction icon selection-extraction

Small research about feature Selection and Extraction methods applications for ML models

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