Animation engine for explanatory math videos

A PyTorch implementation of Plasticity Injection's replication on DMC.

Demonstrations of Loss of Plasticity and Implementation of Continual Backpropagation

llama3 implementation one matrix multiplication at a time

Material de referencia para asignatura IPD432 - Electronica - USM

A Unified and General Framework for Continual Learning, ICLR 2024

A curated list of Multi-Modal Reinforcement Learning resources (continually updated)

Code to reproduce results from the paper: Prediction and Control in Continual Reinforcement Learning, NeurIPS 2023.

An Echo State Network module for PyTorch.

A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module available to easily create Deep Reservoir Computing models.

Graph Echo State Networks for Pytorch

A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and more, for researchers and developers in the Kolmogorov-Arnold N…

An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).

🧮 A collection of resources to learn mathematics for machine learning

A Convolutional Autoencoder in PyTorch Lightning

"Trajectories through semantic spaces in schizophrenia and the relationship to ripple bursts". Nour et al., PNAS, October 2023

Vector Quantized VAEs - PyTorch Implementation

Minimalist implementation of VQ-VAE in Pytorch

PyTorch implementation of VQ-VAE + WaveNet by [Chorowski et al., 2019] and VQ-VAE on speech signals by [van den Oord et al., 2017]

Master programming by recreating your favorite technologies from scratch.

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas …

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

Material del curso de Deep Learning de la Universidad de Chile

Natural Language Processing

Teaching material of the course "Statistical Thinking" of the Department of Computer Science at the University of Chile.

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step