Stanislav's starred repositories
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
pytorch-image-models
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
nlp_course
YSDA course in Natural Language Processing
pretrained-models.pytorch
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
pytorch-metric-learning
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
silero-models
Silero Models: pre-trained speech-to-text, text-to-speech and text-enhancement models made embarrassingly simple
wer_are_we
Attempt at tracking states of the arts and recent results (bibliography) on speech recognition.
lightning-bolts
Toolbox of models, callbacks, and datasets for AI/ML researchers.
OpenSeq2Seq
Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP
ELMoForManyLangs
Pre-trained ELMo Representations for Many Languages
python-package-template
🚀 Your next Python package needs a bleeding-edge project structure.
CTCDecoder
Connectionist Temporal Classification (CTC) decoding algorithms: best path, beam search, lexicon search, prefix search, and token passing. Implemented in Python.
argus-freesound
Kaggle | 1st place solution for Freesound Audio Tagging 2019
kaggle-birdsong-recognition
1st Place solution to the Cornell Birdcall Identification competition.
mongolian-speech-recognition
Mongolian speech recognition with PyTorch
russian_stt_text_normalization
Russian text normalization pipeline for speech-to-text and other applications based on tagging s2s networks
freesound-classification
Code for the 3rd place solution to Freesound Audio Tagging 2019 Challenge
ml-training-website
ML Training website
myattempts
some useless python stuff