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Pytorch RBF Layer implements a radial basis function layer in Pytorch. Radial Basis networks can be used to approximate functions.
Official Code for Invertible Residual Networks
Playing Pokemon Red with Reinforcement Learning
Extended experiments of "Growing Neural Cellular Automata" https://distill.pub/2020/growing-ca/
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.
Let's train vision transformers (ViT) for cifar 10!
Simple transformer implementation from scratch in pytorch.
The repository contains code, report and presentation for the solution of Team TII for ITU AI/ML in 5G Grand Challenge 2022: ML5G-PS-011: Multi Modal Beam Prediction: Towards Generalization
General Python implementation of Monte Carlo Tree Search for the use with Open AI Gym environments.
Reinforcement Learning environments based on the 1993 game Doom
π€ Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.
PhysFad: Physics-Based End-to-End Channel Modeling of RIS-Parametrized Environments with Adjustable Fading
A collection of different PyTorch wrappers for training neural networks and reinforcement algorithms
ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing, CVPR2018 (PyTorch Code)
π Examination of the impact of COVID-19 spread by using a custom epidemiological model.
A C program that reads a .csv text with info about missing migrants, till 2020, and prints date, location, coordinates, the number of men, women and children, the cause of missing and the URL from β¦
Python library for Reservoir Computing using Echo State Networks
Used to make: https://youtu.be/n7JK4Ht8k8M
Minimal PyTorch Library for Differential Evolution
Deep Q-learning for playing chrome dino game
π A beautiful, fast and fully open source mail client for Mac, Windows and Linux.