Dhruv Behl's starred repositories
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.
ml-visuals
🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.
Deep_reinforcement_learning_Course
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
pytorch-styleguide
An unofficial styleguide and best practices summary for PyTorch
imagenette
A smaller subset of 10 easily classified classes from Imagenet, and a little more French
Domain-generalization
All about domain generalization
craftassist
A virtual assistant bot in Minecraft
imagenet-r
ImageNet-R(endition) and DeepAugment (ICCV 2021)
CausalWorld
CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning
dm_alchemy
DeepMind Alchemy task environment: a meta-reinforcement learning benchmark
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.
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
watch_and_help
Code for the paper Watch-And-Help: A Challenge for Social Perception and Human-AI Collaboration
groundedSCAN
Grounded SCAN data set.
PatchAttack
PatchAttack (ECCV 2020)