Dhruv Behl's starred repositories

algo

Set up a personal VPN in the cloud

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ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

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ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

aim

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

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resume

Software developer resume in Latex

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Deep_reinforcement_learning_Course

Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

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OpenBoard

OpenBoard is a cross-platform interactive whiteboard application intended for use in a classroom setting.

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pytorch-styleguide

An unofficial styleguide and best practices summary for PyTorch

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DomainBed

DomainBed is a suite to test domain generalization algorithms

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pfrl

PFRL: a PyTorch-based deep reinforcement learning library

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celluloid

:movie_camera: Matplotlib animations made easy

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RLBench

A large-scale benchmark and learning environment.

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imagenette

A smaller subset of 10 easily classified classes from Imagenet, and a little more French

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MML-Book

Code / solutions for Mathematics for Machine Learning (MML Book)

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Domain-generalization

All about domain generalization

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craftassist

A virtual assistant bot in Minecraft

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lab2d

A customisable 2D platform for agent-based AI research

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robogym

Robotics Gym Environments

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imagenet-r

ImageNet-R(endition) and DeepAugment (ICCV 2021)

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CausalWorld

CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning

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dm_alchemy

DeepMind Alchemy task environment: a meta-reinforcement learning benchmark

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pddlgym

Convert a PDDL domain into an OpenAI Gym environment.

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gym-cooking

gym-cooking: Code for "Too many cooks: Bayesian inference for coordinating multi-agent collaboration", Winner of the CogSci 2020 Computational Modeling Prize in High Cognition, and a NeurIPS 2020 CoopAI Workshop Best Paper.

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RxR

Room-across-Room (RxR) is a large-scale, multilingual dataset for Vision-and-Language Navigation (VLN) in Matterport3D environments. It contains 126k navigation instructions in English, Hindi and Telugu, and 126k navigation following demonstrations. Both annotation types include dense spatiotemporal alignments between the text and the visual perceptions of the annotators

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watch_and_help

Code for the paper Watch-And-Help: A Challenge for Social Perception and Human-AI Collaboration

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groundedSCAN

Grounded SCAN data set.

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PatchAttack

PatchAttack (ECCV 2020)

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