Roman N's repositories
500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
500 AI Machine learning Deep learning Computer vision NLP Projects with code
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
asd_streamlit_demo
Streamlit demo for Anomalous sound detection project in MADE 2021
compling_nlp_hse_course
Материалы курса по компьютерной лингвистике Школы Лингвистики НИУ ВШЭ
DeepLieNet
tensor Lie transform as polynomial neural network in TensorFlow
dla
Deep learning for audio processing
example-get-started_fork
Get started DVC project
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
minGPT
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
movies-demo
demo application
Physics-Based-Deep-Learning
Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond
practical-pytorch
Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained
Practical_RL
A course in reinforcement learning in the wild
pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
Yandex-ML-Capstone-project
Capstone project for the PIMT & Yandex Machine Leraning course