chris7neves

pytorch-lr-finder

A learning rate range test implementation in PyTorch

Bi-Mamba2

A Triton Kernel for incorporating Bi-Directionality in Mamba2

hydra

Official implementation of "Hydra: Bidirectional State Space Models Through Generalized Matrix Mixers"

hopfield-boosting

Awesome-GNN4TS

[TPAMI 2024] Awesome Resources of GNNs for Time Series Analysis (GNN4TS)

MambaLRP

[NeurIPS 2024] Official implementation of the paper "MambaLRP: Explaining Selective State Space Sequence Models".

neural_net_checklist

HiddenMambaAttn

Official PyTorch Implementation of "The Hidden Attention of Mamba Models"

shablona

A template for small scientific python projects

Time-Series-Library

A Library for Advanced Deep Time Series Models.

ModernTCN

This is an official implementation of "ModernTCN: A Modern Pure Convolution Structure for General Time Series Analysis" (ICLR 2024 Spotlight), https://openreview.net/forum?id=vpJMJerXHU

fastdtw

A Python implementation of FastDTW

iTransformer

Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https://openreview.net/forum?id=JePfAI8fah

xlstm

Official repository of the xLSTM.

mamba-speech-synthesis

Jupyter Notebook running Mamba speech synthesis example on Determined AI. Based on https://2084.substack.com/p/2084-marcrandbot-speech-synthesis

Simba

A simpler Pytorch + Zeta Implementation of the paper: "SiMBA: Simplified Mamba-based Architecture for Vision and Multivariate Time series"

Raincoat

Domain Adaptation for Time Series Under Feature and Label Shifts

FourierGNN

Official implementation of the paper "FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph Perspective"

Awesome-Mamba-Papers

Awesome Papers related to Mamba.

NeuroNet

NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG

caueeg-ceednet

This repository is the official implementation of "Deep learning-based EEG analysis to classify mild cognitive impairment for early detection of dementia: algorithms and benchmarks" from the CNIR (CAU NeuroImaging Research) team.

SimCLR

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

mamba360

State Space Models

MTGNN

S-D-Mamba

Code for "Is Mamba Effective for Time Series Forecasting?"

mamba

Mamba SSM architecture

simba

Simba

dinov2

PyTorch code and models for the DINOv2 self-supervised learning method.

graph_attention_student

Minimal implementation of graph attention student model architecture