Duane

DeepInfomaxPytorch. Learning deep representations by mutual information estimation and maximization

keypoints. Unsupervised learning of Object Landmarks through Conditional Image Generation

cma-es. Demo of Covariance Matrix Adaptation, Evolutionary Strategy

rnd. Exploration by Random Network Distillation

DualAttentionSeq2Seq. Analysis of Time Series data using Seq2Seq LSTM and 2 attention layers

mixturedensity. Mixture Density Network Demo in Pytorch

iic. Invariant Information Clustering for Unsupervised Image Classification and Segmentation

dreamerv3. Python

oardm. Autoregressive Diffusion Models

variationalcoders. Convolutional Autoencoder for compressing Atari images

APMFieldDeveloperSetup.

modern_robotics. examples from Modern Robotics by Lynch and Park

wandb-cleanup. Wandb model cleanup utility

crypto_resources.

maxpoolvsconv. Python

deep_rl. Deep RL demos

lightning_demo. pytorch lightning demo

deep_learning. deep learning template project