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Swain's Projects

diffuser icon diffuser

Code for the paper "Planning with Diffusion for Flexible Behavior Synthesis"

edge-connect icon edge-connect

EdgeConnect: Generative Image Inpainting with Adversarial Edge Learning. https://arxiv.org/abs/1901.00212

evogym icon evogym

A large-scale benchmark for co-optimizing the design and control of soft robots, as seen in NeurIPS 2021.

geonet icon geonet

Code for GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose (CVPR 2018)

gym-hybrid icon gym-hybrid

Collection of OpenAI parametrized action-space environments.

huggingface_sb3 icon huggingface_sb3

Additional code for Stable-baselines3 to load and upload models from the Hub.

lightzero icon lightzero

LightZero: A lightweight and efficient MCTS/AlphaZero/MuZero algorithm toolkit.

llmriddles icon llmriddles

Open-Source Reproduction/Demo of the LLM Riddles Game

maskrcnn-benchmark icon maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

mmsr icon mmsr

Open MMLab Image and Video Super-Resolution Toolbox, , including SRResNet, SRGAN, ESRGAN, EDVR, etc.

nanogpt icon nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

nni icon nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

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