starkgit91

Binary-Classification-using-LogisticRegression

CNN-GaussNoiseAttack-Classification

Binary Classification of Future Data with 0.9781 Score with Accuracy is nearly 0.96 and loss function 0.22.

CNN-TimeSeriesClassification

Codeforces-Solutions

Here I have dumped most of the solutions of problems on Codeforces under the contest Educational Round, DIv2, Div3,Div1+Div2, CodeTon,CodeCraft-25 etc.

LSTM-Gauss-Noise-Attack-TimeSeries-Classification

Gauss Noise Attack Classification with Non Guassian Time Series Data Using LSTM Neural Nets Artitecture with an Accuracy 0f 0.97 and loss function of 0.14. Binary Classification of predicted New Data having accuracy 0.99.

LSTM-Target-Defense-IEEEBUS-Case14-FDI

LSTM-Time-Series-Forecasting

Maximum-Independent-Set-MIS

DSA- Graph Algorithm and MIS Implementation using OpenAI's gym package

RL-gym-env-Automation

Automation of GridWorld Environment at any Random State Space/ Markov's Decision Process(MDP) automation using RL Model DQN and A2C and OpenAI's gym library. For every reward the agent will et +10 and for every peanlty agent will get -100, -10 for differed case like "*".

Visual-Power-Grid

Power System simulation tool to visualize the steady state power system operation, such as optimal power flow and state estimation. The functions also include generating false data injection (FDI) attacks and detect by using Moving Target Defence (MTD).

starkgit91/LSTM-Gauss-Noise-Attack-TimeSeries-Classification

Gauss Noise Attack Classification with Non Guassian Time Series Data Using LSTM Neural Nets Artitecture with an Accuracy 0f 0.97 and loss function of 0.14. Binary Classification of predicted New Data having accuracy 0.99.

starkgit91/RL-gym-env-Automation

Automation of GridWorld Environment at any Random State Space/ Markov's Decision Process(MDP) automation using RL Model DQN and A2C and OpenAI's gym library. For every reward the agent will et +10 and for every peanlty agent will get -100, -10 for differed case like "*".

starkgit91/Binary-Classification-using-LogisticRegression

starkgit91/CNN-GaussNoiseAttack-Classification

Binary Classification of Future Data with 0.9781 Score with Accuracy is nearly 0.96 and loss function 0.22.

starkgit91/CNN-TimeSeriesClassification

starkgit91/LSTM-Target-Defense-IEEEBUS-Case14-FDI

starkgit91/LSTM-Time-Series-Forecasting

starkgit91/Maximum-Independent-Set-MIS

DSA- Graph Algorithm and MIS Implementation using OpenAI's gym package

starkgit91/Visual-Power-Grid

Power System simulation tool to visualize the steady state power system operation, such as optimal power flow and state estimation. The functions also include generating false data injection (FDI) attacks and detect by using Moving Target Defence (MTD).

starkgit91/Codeforces-Solutions

Here I have dumped most of the solutions of problems on Codeforces under the contest Educational Round, DIv2, Div3,Div1+Div2, CodeTon,CodeCraft-25 etc.

starkgit91/DSA-Implementations

starkgit91/starkgit91

Config files for my GitHub profile.