AlexanderVNikitin

tsgm

Generation and evaluation of synthetic time series datasets (also, augmentations, visualizations, a collection of popular datasets)

DMIA

Data mining in action course for MIPT

efsm

Code for a unified parser for extended finite state machines (EFSM). Allows to easily store and reuse EFSMs.

kernel-language-entropy

awesome-time-series

Resources for working with time series and sequence data

awesome-tnns

BLIP

PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

covid19-on-graphs

Spatio-temporal graph dataset of COVID-19 cases over the US

diffusers

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

iDT

improved dense trajectories

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano and TensorFlow.

mongo-python-driver

PyMongo - the Python driver for MongoDB

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

tensorflow

Computation using data flow graphs for scalable machine learning

challenge-icml-2024

Official repository for the Topological Deep Learning Challenge 2024, organized by TAG-DS & PyT-Team and hosted by GRaM Workshop @ ICML 2024.

PrimeKG

Precision Medicine Knowledge Graph (PrimeKG)

pytorch_geometric_temporal

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

thindeepgps

TopoModelX

Topological Deep Learning

TxGNN

TxGNN: Zero-shot prediction of therapeutic use with geometric deep learning and clinician centered design