IshanMohanty

Bioinformatics_Specialization_UCSD

coursera course on bioinformatics

cheatsheet-translation

Translation of VIP cheatsheets for Machine Learning Deep Learning, and Artificial Intelligence

Connected-Component-Labeling-using-DFS

Connected Component Labeling Coding Challenge

CVND

Data-Science--Cheat-Sheet

Cheat Sheets

Digital-Image-Processing-Computer-Vision-Toolbox

Implementation of Bilinear interpolation for resizing, Histogram equalization for contrast manipulation, Oil paint & Film effect emulation, Image denoising, Geometrical warping, Digital-Halftoning, Homographic Transformation and Image Stitching, Morphological Processing, Texture Analysis and image segmentation, Edge Detection, SIFT and SURF algorithm for feature extraction, object matching and bag-of-words representation.

gym-lunar_orbiter

OpenAI Based-Gym Environment Inspired by the Box2D Continuous Lunar-Lander Environment

gym-lunar_orbiter_v2

Lunar Orbiter V2

Image-Recognition-with-Convolutional-Neural-Networks-and-SAAK-Transform

Trained a CNN derived from the Lenet-5 architecture on the MNIST dataset and analysed different parameter settings to achieve the best performance of the model. Trained the SAAK Transform on the MNIST dataset and then compared its performance with the CNN model.

LMS-Algorithm-for-channel-modeling-tracking.-

Implementation of the LMS algorithm for channel modeling/tracking on matched and mismatched data. It uses Stochastic Gradient Descent or Online Learning for updating filter-weights.

IshanMohanty/Digital-Image-Processing-Computer-Vision-Toolbox

Implementation of Bilinear interpolation for resizing, Histogram equalization for contrast manipulation, Oil paint & Film effect emulation, Image denoising, Geometrical warping, Digital-Halftoning, Homographic Transformation and Image Stitching, Morphological Processing, Texture Analysis and image segmentation, Edge Detection, SIFT and SURF algorithm for feature extraction, object matching and bag-of-words representation.

IshanMohanty/Bioinformatics_Specialization_UCSD

coursera course on bioinformatics

IshanMohanty/cheatsheet-translation

Translation of VIP cheatsheets for Machine Learning Deep Learning, and Artificial Intelligence

IshanMohanty/Connected-Component-Labeling-using-DFS

Connected Component Labeling Coding Challenge

IshanMohanty/CVND

IshanMohanty/Data-Science--Cheat-Sheet

Cheat Sheets

IshanMohanty/gym-lunar_orbiter

OpenAI Based-Gym Environment Inspired by the Box2D Continuous Lunar-Lander Environment

IshanMohanty/gym-lunar_orbiter_v2

Lunar Orbiter V2

IshanMohanty/Image-Recognition-with-Convolutional-Neural-Networks-and-SAAK-Transform

Trained a CNN derived from the Lenet-5 architecture on the MNIST dataset and analysed different parameter settings to achieve the best performance of the model. Trained the SAAK Transform on the MNIST dataset and then compared its performance with the CNN model.

IshanMohanty/LMS-Algorithm-for-channel-modeling-tracking.-

Implementation of the LMS algorithm for channel modeling/tracking on matched and mismatched data. It uses Stochastic Gradient Descent or Online Learning for updating filter-weights.

IshanMohanty/MLP-Training-with-Back-Propagation-Using-Numpy-Only

Implentation and Training of a Multi-Layer Perceptron Deep Neural Network with Back-Propagation for MNIST image Classification from scratch using Numpy exclusively.

IshanMohanty/Patent-Acceptance-Prediction-using-NLP-and-Latent-Semantic-Analysis

Patent Acceptance Prediction using NLP & Latent Semantic Analysis

IshanMohanty/Pattern-Recognition-System-for-Client-Subscription-Prediction

A Machine Learning Model to predict a client’s decision to subscribe a term deposit associated with a banking institution by using the UCI bank marketing dataset.

IshanMohanty/Programming-Systems-Design

Implementation of graphical Coin-toss Simulator, Bulgarian-solitaire trick, Minesweeper game using recursive depth-first search algorithm and Scrabble Word-finder using data-structures like Hash-Maps, Tree-Maps and Array-Lists in Java. Implementation of Hash Table data-structure and special Linked-List functions using C++.

IshanMohanty/PUBG-Placement-Prediction

A Machine Learning Model using LightGBM to predict players' finishing placement in the popular PUBG game, based on their final stats, on a scale from 1(first place) to 0 (last place) by utilizing the PUBG Kaggle dataset.

IshanMohanty/Simulation-Methods-for-Stochastic-Systems

IshanMohanty/TFIDF

Implementation of TF-IDF from scratch in Python