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pytorch-maml-rl

Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

q-learning-conv-net

Q learning AI bot perceiving environment with CNN

quantumforest

Fast Differentiable Forest lib with the advantages of both decision trees and neural networks

react-projects

rec-rl

refiner_vit

reinforcement-learning-in-motion

Code repository for my course on the fundamentals of reinforcement learning

rl-adventure

Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

rl-adventure-2

PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay

robust-e2e-asr

This repository contains the code for our upcoming paper An Investigation of End-to-End Models for Robust Speech Recognition at ICASSP 2021.

sage

For calculating global feature importance using Shapley values.

self-attention-gan

Pytorch implementation of Self-Attention Generative Adversarial Networks (SAGAN)

sent2vec

General purpose unsupervised sentence representations

simclr

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

simclr-1

A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"

skip-thoughts

The first public PyTorch implementation of Skip-Thought Vectors

snapboost-neurips

Sample code related to SnapBoost associated with NeurIPS 2020 publication.

snmf-fro

snmf-kl

snmtf-fro

This repository implememts the algorithm of the paper: Simplicial Nonnegative Matrix Tri-Factorization: Fast Guaranteed Parallel Algorithm

spark-the-definitive-guide

Spark: The Definitive Guide's Code Repository

starspace

Learning embeddings for classification, retrieval and ranking.

streamlit-for-data-science

Getting started with Streamlit for Data Science, published by Packt

streamlit-for-data-science_2rd

A repo for the book 'Streamlit for Data Science' by Tyler Richards

study_deep_learning

stylegan2-pytorch

Implementation of Analyzing and Improving the Image Quality of StyleGAN (StyleGAN 2) in PyTorch

stylegan2-tensorflow-2.0

StyleGAN 2 in Tensorflow 2.0

supcontrast

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

super-mario-bros-a3c-pytorch