kaushikb258/Habitat_RL

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6
Rank 2,539,965 (Top 51 %)
Language
Python
Created almost 5 years ago
Updated almost 5 years ago

kaushikb258/Habitat_RL

kaushikb258

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Habitat experiments using PPO-LSTM

SVD_C

Singular Value Decomposition in C

Euler2D_cpp

Solving the 2D Euler equations in C++

PPO_Torcs2

Autonomous Driving on Torcs using PPO

DDPG_TORCS2

DDPG with Gaussian noise for autonomous driving in TORCS

NMT_BiGRU

Neural Machine Translation (NMT) with Bidirectional GRU using TensorFlow 2.0

VTK_cpp

Create vtk files for 2D data using C++

SAC_Torcs

Autonomous driving in Torcs using SAC reinforcement learning

DSMC-2Dcylinder

DSMC simulation of rarefied flow over a cylinder (2D)

Caffe_PlantVillage

Training AlexNet on PlantVillage dataset

POD_DEIM_Cpp

C++ implementation of Reduced Basis Method (RBM) with Proper Orthogonal Decomposition (POD) and Discrete Empirical Interpolation Method (DEIM); see Buffoni & Willcox, AIAA 2010-5008 for more details

DRLND

Udacity's Deep Reinforcement Learning Nanodegree

Cpp_samples1

Dijkstra, Kruskal and Hex game from Ira Pohl's course

GAN_experiments

GAN with (1) Wasserstein loss + gradient penalty and (2) Cramer distance

tf_nn_cnn

Tensorflow implementation of a Neural Network and a Convolutional Neural Network

Vizdoom_RL

Playing vizdoom with RL

OpenCV_tutorials

OpenCV tutorials for image processing

cuda_by_example2

Cuda By Example book exercises: chapters 1-5

CFD2d_object_oriented

2D simulation of an explosion using classes and pointers, including vtk visualization

RL_pytorch

Reinforcement Learning algorithms DDQN and PPO in Pytorch

HydrogenFlameCudaSharedMemory

Hydrogen detonation using Cuda with shared memory

RBM_Cuda

Cuda implementation of Reduced Basis Method (RBM) with Proper Orthogonal Decomposition (POD) and Discrete Empirical Interpolation Method (DEIM); see Buffoni & Willcox, AIAA 2010-5008 for more details

TF2_experiments

Experiments with TensorFlow 2.0 - a beginners tutorial

Gray_Scott_Cuda

Gray-Scott model using Cuda