amartyamukherjee Goto Github PK

amartyamukherjee.github.io

My personal website, forked from academicpages/academicpages.github.io/

avalon

avalon-project

bikebuyerpredictor

cube_roots_of_unity

Generated a Fractal in the Complex Plane, labelling each point by the fixed point of z^3-1 it converges to

ddpg

Clean Python Implementation of the Deep Deterministic Policy Gradients Algorithm

ddrm

[NeurIPS 2022] Denoising Diffusion Restoration Models -- Official Code Repository

ddspg

image_blur

image_compressor

infty-diff

Code for the the ICLR 2024 paper "∞-Diff: Infinite Resolution Diffusion with Subsampled Mollified States"

logistic_equation_fixed_points

Fixed points of the logistic equation: f(x)=Ax(1-x)

minimal-diffusion

A minimal yet resourceful implementation of diffusion models (along with pretrained models + synthetic images for nine datasets)

neural_clbf

Toolkit for learning controllers based on robust control Lyapunov barrier functions

optics-animation

ppo-packcooling

Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

pytorch-ddpg

Implementation of the Deep Deterministic Policy Gradient (DDPG) using PyTorch

reinforcementlearningcartposition

stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

stat-240

stochasticparameterization-applicationtolorenz96

torchts

Time series forecasting with PyTorch