MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification

Circular visualization in Python (Circos Plot, Chord Diagram, Radar Chart)

This is a simple implementation of the MVAR model in PyTorch

N-way Toolbox for MATLAB (by Rasmus Bro)

SIFT is an EEGLAB-compatible toolbox for analysis and visualization of multivariate causality and information flow between sources of electrophysiological (EEG/ECoG/MEG) activity. It consists of a …

Hidden Markov Models in Python, with scikit-learn like API

Contrastive Language-Audio Pretraining

LAVIS - A One-stop Library for Language-Vision Intelligence

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

Versatile Electrode localization fRAmework

Brain-inspired Cognitive Intelligence Engine (BrainCog) is a brain-inspired spiking neural network based platform for Brain-inspired Artificial Intelligence and simulating brains at multiple scales…

Neural NMF

Python functions for randomising the phase of images and text.

The official pytorch implementation of our paper "Is Space-Time Attention All You Need for Video Understanding?"

Implementation of TimeSformer from Facebook AI, a pure attention-based solution for video classification

WonderTrader——量化研发交易一站式框架

Motion energy features from video

NMA Computational Neuroscience course

a python3 version of matlab mTRF-Toolbox by Lalor Lab https://mtrfpy.readthedocs.io/

Two algorithms for orthogonal nonnegative matrix factorization

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

2021年最新总结，推荐工程师合适读本，计算机科学，软件技术，创业，思想类，数学类，人物传记书籍

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Code Release for MViTv2 on Image Recognition.

Uniform Manifold Approximation and Projection

Code Release for MeMViT Memory-Augmented Multiscale Vision Transformer for Efficient Long-Term Video Recognition, CVPR 2022

CoreNLP: A Java suite of core NLP tools for tokenization, sentence segmentation, NER, parsing, coreference, sentiment analysis, etc.