kaushikb258 Goto Github PK
Name: Kaushik Balakrishnan, PhD
Type: User
Company: NASA JPL
Location: United States
Name: Kaushik Balakrishnan, PhD
Type: User
Company: NASA JPL
Location: United States
Human pose estimation with self-supervised pre-training
Training AlexNet on PlantVillage dataset
2D simulation of an explosion using classes and pointers, including vtk visualization
Dijkstra, Kruskal and Hex game from Ira Pohl's course
Cuda By Example book exercises: chapters 1-5
Calling host member functions from device in Cuda
Examples from the book cuda for Engineers
Cuda matrix mult
DDPG with Gaussian noise for autonomous driving in TORCS
Automatic parking using Deep Deterministic Policy Gradients (DDPG)
Reinforcement learning codes in tensorflow
Udacity's Deep Reinforcement Learning Nanodegree
DSMC simulation of rarefied flow over a cylinder (2D)
Solving the 2D Euler equations in C++
Full Stack Deep Learning Bootcamp Project (Public)
GAN with (1) Wasserstein loss + gradient penalty and (2) Cramer distance
Gray-Scott model using Cuda
Habitat experiments using PPO-LSTM
Hydrogen detonation using Cuda with shared memory
Keras CNN: InceptionNet, VGG16, ResNet
Neural Machine Translation (NMT) with Bidirectional GRU using TensorFlow 2.0
OpenCV examples using Python
OpenCV tutorials for image processing
Code files for Packt RL book
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
Autonomous Driving on Torcs using PPO
PyNeuNet on the iris data
Optical Character Recognition (OCR) using PyNeuNet
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
Reinforcement Learning algorithms DDQN and PPO in Pytorch
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China tencent open source team.