Serjio42

nlp_course

YSDA course in Natural Language Processing

clip-retrieval

Easily compute clip embeddings and build a clip retrieval system with them

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

open_clip

An open source implementation of CLIP.

statsmodels

Statsmodels: statistical modeling and econometrics in Python

LaTeX-Workshop

Boost LaTeX typesetting efficiency with preview, compile, autocomplete, colorize, and more.

deep_vision_and_graphics

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

piper

GTK application to configure gaming devices

label-studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format

libraqm

A library for complex text layout

DiffSTE

mmagic

OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

pyctcdecode

A fast and lightweight python-based CTC beam search decoder for speech recognition.

ctcdecode

PyTorch CTC Decoder bindings

CTCDecoder

Connectionist Temporal Classification (CTC) decoding algorithms: best path, beam search, lexicon search, prefix search, and token passing. Implemented in Python.

natsort

Simple yet flexible natural sorting in Python.

awesome-urdu

📖 A curated list of resources dedicated to Urdu language.

pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

umap

Uniform Manifold Approximation and Projection

torchinfo

View model summaries in PyTorch!

mlflow

Open source platform for the machine learning lifecycle

plotly.py

The interactive graphing library for Python :sparkles: This project now includes Plotly Express!

data-engineering-zoomcamp

Free Data Engineering course!

python-bidi

BIDI algorithm related functions

image-similarity-measures

:chart_with_upwards_trend: Implementation of eight evaluation metrics to access the similarity between two images. The eight metrics are as follows: RMSE, PSNR, SSIM, ISSM, FSIM, SRE, SAM, and UIQ.

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

TextRecognitionDataGenerator

A synthetic data generator for text recognition

EasyOCR

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.