Suraj Nair (suraj-nair-1)

suraj-nair-1

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Suraj Nair's repositories

goal_aware_prediction

Code for Goal-Aware Prediction: Learning to Model what Matters

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google-research

Google AI Research

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metaworld

An open source robotics benchmark for meta- and multi-task reinforcement learning

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CAMELYON17

CAMELYON 2017 Pathology/Bio-Imaging Competition

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DDPG

Multi-Agent Deep Deterministic Policy Gradients

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HackerRankSolutions

Solutions to Various HackerRank Problems

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LeetCodeSolutions

Solutions To Various LeetCode Problems

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tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

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DroneVisionProject

"Annotated Reconstruction of 3D Spaces Using Drones" Suraj Nair, Anshul Ramachandran, Peter Kundzicz. IEEE MIT URTC 2017 Best Paper Presentation

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manip_envs

Manipulation Environments

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franka_ros_interface

A ROS/Python API for controlling and managing the Franka Emika Panda robot (real and simulated). Contains exposed controllers for the robot (joint position, velocity, torque), interfaces for the gripper, controller manager, coordinate frames interface, etc. Provides almost complete sim-to-real / real-to-sim transfer of code.

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gym

A toolkit for developing and comparing reinforcement learning algorithms.

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MHFormer

[CVPR 2022] MHFormer: Multi-Hypothesis Transformer for 3D Human Pose Estimation

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mj_envs

A collection of MuJoCo based environments.

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mjrl

Reinforcement learning algorithms for MuJoCo tasks

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MPG-Prediction

Developing Data Products Project

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ppo

Proximal Policy Optimization implementation with TensorFlow

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python-buildpack

Cloud Foundry buildpack for the Python Language

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robomimic

robomimic: A Modular Framework for Robot Learning from Demonstration

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robosuite

robosuite: A Modular Simulation Framework and Benchmark for Robot Learning

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sail-blog-new-post

The repository for making new post submissions to the SAIL Blog

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ShortestPathResearch

Repository which tests the efficiency of different Shortest Path algorithms

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stable-baselines

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

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transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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Vision

Projects involving applying computer vision to the Predix situtional awareness data.

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