Discover @Rajesh-Siraskar Open Source projects

Rajesh Siraskar (@Rajesh-Siraskar)

Rajesh-Siraskar

Stars
86
Global Rank 231,664 (Top 8 %)
Followers 12
Following 2
Registered almost 4 years ago
Most used languages

Jupyter Notebook
54.5 %

MATLAB
18.2 %

TeX
9.1 %

HTML
9.1 %

C++
9.1 %

Reinforcement-Learning-for-Control-of-Valves

This project uses DDPG for "optimal" control of non-linear valves. Uses MATLAB and Simulink

Digital_Signal_Processing_and_Deep_Learning

DSP + deep-learning. ML and DL for digital audio signals. Creating features in time-domain and frequency-domain.

Jupyter Notebook

EdgeAI-uTensor_Embedded_RTOS_for_ARM_processors

Predictive maintenance on the edge. uTensor - for building ML models for edge devices. Emedded RTOS C++ programming. Build a model on the desktop/laptop and transfer to a ST microprocessor.

RL_VC_CodeOcean

Repo for CodeOcean for computational reproducibility

Custom_Environment_building_for_RL_PdM

Jupyter Notebook

Computer-Vision

Use of Computer Vision for pedestrian detection - use of HoG and Perspective Method

Jupyter Notebook

REINFORCE_for_Predictive_Maintenance

Application of REINFORCE algorithm to create a predictive maintenance policy

Jupyter Notebook

RL_for_PdM_POC

RL for Predictive Maintenance

Malfunctioning_Machine_Identification

Detect machine abnormality using the audio signals.

Jupyter Notebook

Empirical_Study_REINFORCE

An empirical study of the naive REINFORCE RL algorithm for predictive maintenance.

Jupyter Notebook

empirical_study

LaTex project - for article on empirical studies conducted using REINFORCE for predictive maintenance