pemami4911

deep-rl

Collection of Deep Reinforcement Learning algorithms

POMDPy

POMDPs in Python.

sinkhorn-policy-gradient.pytorch

Code accompanying the paper "Learning Permutations with Sinkhorn Policy Gradient"

EfficientMORL

EfficientMORL (ICML'21)

REBAR-pytorch

Implementation of REBAR in PyTorch

ppde

Official repository for "Plug & Play Directed Evolution for Proteins with Gradient-Based Discrete MCMC"

pemami4911.github.io

https://pemami4911.github.io

IODINE.pytorch

Unofficial PyTorch implementation of IODINE https://arxiv.org/abs/1903.00450

MobileDR

MobileDR + traffic radar for vehicle tracking at traffic intersections.

esm_one_hot

nvm-utils

utils for .nvm files from VisualSFM (http://ccwu.me/vsfm/)

symmetric-and-object-centric-world-models

Code accompanying "A Symmetric and Object-Centric World Model for Stochastic Environments" https://github.com/orlrworkshop/orlrworkshop.github.io/blob/master/pdf/ORLR_3.pdf

genesis.pytorch

Unofficial PyTorch implementation of GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent Representations

ppi-with-stacked-autoencoders

traj-dist

A python package for computing distance between 2D trajectories.

segregate-relate-imagine

BuildingsBench

Large-scale pretraining and benchmarking for short-term load forecasting.

CbAS

Code for the ICML 2019 paper 'Conditioning by adaptive sampling for robust design'

colab-db.github.io

Repository of Jupyter Notebooks on Colab, Binder and Huggingface for Bio, Chemistry and Physics

deep_sort

Simple Online Realtime Tracking with a Deep Association Metric

deep_sort_pytorch

MOT tracking using deepsort and yolov3 with pytorch

disentanglement_lib

disentanglement_lib is an open-source library for research on learning disentangled representations.

GUI_Blob_Tracker

Python GUI Multiple Blob Tracker

IntPhys-Baselines

Code for paper "IntPhys: A Benchmark and Dataset for Intuitive Physics".

MulMON

PyTorch implementation of MulMON

multi_object_datasets

Multi-object image datasets with ground-truth segmentation masks and generative factors.

pytorch-ssd

MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.

spriteworld

Spriteworld: a flexible, configurable python-based reinforcement learning environment

VariationalRecurrentNeuralNetwork

Pytorch implementation of the Variational Recurrent Neural Network (VRNN).

weakalign

End-to-end weakly-supervised semantic alignment