Kalyani Kawale's repositories
Optimisation-LinearProgramming
Linear Programming Solution in Python (OR-Tools) for Unit Commitment (electricity generator scheduling) problem
Optimisation-EDA
Exploratory Data Analysis of Random Search, CMA, and PSO Optimisation Algorithms for Facility Location Problem
DeepLearning-Logistic_Regression
Logistic Regression Implementations - ML, Shallow NN and Enhanced Deep Neural Network for Structured and Unstructured Data Classification
RL-Q_Learning_Implementation
Temporal Difference Method - Q-Learning Implementation for FrozenLake Grid Problem
ARC
Hand-coded solutions in python for the Abstraction and Reasoning Corpus tasks
DeepLearning-Unsupervised_learning_and_generating_images
Generation of Devnagari Character Images using AutoEncoder, Variational AutoEncoder and Generative Adversarial Networks using Keras
NLP-Textual_Similarity
Implementation and Comparison of Multiclass Synonyms Equivalence Classifiers based on Textual Similarity Metrics using Keras
ResearchTopicsInAI-DNN_for_Image_Classification
Custom Connected Layer Implementation (Filter Size equal to Image Size) in Keras for Binary Image Classification
BootCamp-Keeper-App
React.js project
Bowtie-Analysis-PoliticalBlogs
Bowtie Analysis of Political Blogs using R igraph package
DataVisualisation-CovidFiguresInIreland
Bar Graph, Diverging Dot-Plot, Choropleth, Bar Graph with Moving Average Data Visualisations for Covid Figure in Ireland using ggplot R Library
DataVisualisation-PCA-Analysis
PCA Analysis of Handwritten Digits Dataset with Data Visualisation
DataVisualisation-Visualising-Traffic-Data
Strip Plot, Parallel-Sets, Heatmap, Treemap Data Visualisations for Visualising Junction Traffic Data using ggplot R Library
DataVisualisation-Visualizing_Big_Social_Data_Research
Research Review Paper on using Data Visualisation for Big Data generated from Social Media
GitTrainingJuly2023
Git session as part of the python training July 2023
Kalyani011
Config files for my GitHub profile.
Logistic_Regression_Batch_GD
Logistic Regression with Batch Gradient Descent to perform binary classification
Multi-Agents-Review-Assignment
Research Review Paper on use of Multi-Agent Systems in Air Pollution Monitoring and Control
Web-NetworkScience-Word-Association-Network
Community Detection Analysis in Word Association Network using igraph R Library
WebNetworkScience-Network_science_applied_to_archaeology_and_history
Research Review Paper on Web and Network Science applied to the fields of Archaeology
WordPress-Documentation
My wordpress course documentation/notes