A hyperparameter optimization framework

Distributed Asynchronous Hyperparameter Optimization in Python

Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data

Flower: A Friendly Federated Learning Framework

Matplotlib styles for scientific plotting

Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

Stable Diffusion web UI

Textbook for NESC 3505, Neural Data Science, at Dalhousie University

Code base for MinD-Vis

A collection of resources and papers on Diffusion Models

Implementation of “DreamDiffusion: Generating High-Quality Images from Brain EEG Signals”

An application for establishing an OpenBCI stream through the Lab Streaming Layer (LSL)

Pytorch implementation of Diffusion Models (https://arxiv.org/pdf/2006.11239.pdf)

TorchEEG is a library built on PyTorch for EEG signal analysis.

source code for the "Python for Neuroscience" course

Python implementations for the "Complete neural signal processing and analysis: Zero to hero" course

📑 Online machine learning resources

A list of all public EEG-datasets

A small package to fuzzy match chinese words

Distributed Evolutionary Algorithms in Python

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Examples and guides for using the OpenAI API

The official Python library for the OpenAI API

A list of papers for emotion recognition using machine learning/deep learning.

Python module for bibliographic network analysis.

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

Image-to-image translation with conditional adversarial nets

Compilation of high-profile real-world examples of failed machine learning projects