Pinned Repositories
alphaNumericCaptchaCrack
Automatic-Handwriting-Processing
Intelligent Handwriting Character Recognition is one of the field left very less touched and worked upon. Various OCR engines work for English language but that too not handwritten data. The Aim to work on this project is, the processing of Handwritten images and extract something menaingful out of it. The stepwise approch used is quiet clear from the number system used for various directories.
DiffusionModel
An easy and straightforward implementation of Diffusion Model for Image Generation
Image-Reconstruction-by-Vision-Transformer
This repository is to store developed for task of Image Reconstruction via Vision transfrtomer for tinyImagenet or other small datasets as MNIST
Mathematics-behind-machine-learning
Machine learning is just understanding the mathematical models for some logic generated. Attached presentation is an attempt to understand the same for two famous ML models namely Support vector machine and Linear regression. This was presented as a topic for Expert Talk in Thapar Institute of Engineering and technology dated 20-June-2018.
Multiple-Criteria-Decision-Making
Applying MCDM approaches (AHP, TOPSIS, ELECTRE) on real time problems and learning various R libraries available to deal with the problems
Optimization-Algorithms
Various Optimization Algorithms, some practical approach to problems and benchmark fitness functions
portfolio
This is my portfolio
Twitter-thread-mining
Mining really long Twitter messages-threads
lihkinVerma's Repositories
lihkinVerma/Twitter-thread-mining
Mining really long Twitter messages-threads
lihkinVerma/Image-Reconstruction-by-Vision-Transformer
This repository is to store developed for task of Image Reconstruction via Vision transfrtomer for tinyImagenet or other small datasets as MNIST
lihkinVerma/Automatic-Handwriting-Processing
Intelligent Handwriting Character Recognition is one of the field left very less touched and worked upon. Various OCR engines work for English language but that too not handwritten data. The Aim to work on this project is, the processing of Handwritten images and extract something menaingful out of it. The stepwise approch used is quiet clear from the number system used for various directories.
lihkinVerma/DiffusionModel
An easy and straightforward implementation of Diffusion Model for Image Generation
lihkinVerma/Multiple-Criteria-Decision-Making
Applying MCDM approaches (AHP, TOPSIS, ELECTRE) on real time problems and learning various R libraries available to deal with the problems
lihkinVerma/alphaNumericCaptchaCrack
lihkinVerma/Mathematics-behind-machine-learning
Machine learning is just understanding the mathematical models for some logic generated. Attached presentation is an attempt to understand the same for two famous ML models namely Support vector machine and Linear regression. This was presented as a topic for Expert Talk in Thapar Institute of Engineering and technology dated 20-June-2018.
lihkinVerma/Optimization-Algorithms
Various Optimization Algorithms, some practical approach to problems and benchmark fitness functions
lihkinVerma/portfolio
This is my portfolio
lihkinVerma/Real-Time-Object-Recognition
You only look once (YOLO) model is something new in market of object recognition. Code below is to use the predefined weights of YOLO and implemetation of the model. My source of learning is https://www.youtube.com/watch?v=fSM6cdFQdwI&index=2&list=PLX-LrBk6h3wSGvuTnxB2Kj358XfctL4BM&pbjreload=10
lihkinVerma/Arduino-contol-using-python
To control the arduino from computers cmd or python applets for passing input to arduino board.
lihkinVerma/Building-Ensembled-model
A complete approach to deal with raw data till making ensembled model.
lihkinVerma/CommunityQuestionAnswering
CommunityQuestionAnswering project to find Novelty and raise mark for duplicate questions
lihkinVerma/Correlation-Regression-Normalization-DecisionTree-Clustering
Title says it all. Built in functions are available but implementing logical math into some new syntax makes your learning of language fast
lihkinVerma/CovidCasesPrediction
To predict increase/decrease in covid cases prediction
lihkinVerma/CovidDashboardSTA2453Proj2
This dashboard is for the Covid data showcasing to a larger audience, and also as a course requirement for STA2453 as a project 2 for Data Science Collaboration and Communication
lihkinVerma/Data-Visualization-Using-R
Range of R functions and libraries for drawing basics as well as some advanced Graphs for Visualizing data of different kinds
lihkinVerma/Distributed_Learning
This repo contains POC code to perform distributed learning for performing Data-Parallelism using PyTorch APIs
lihkinVerma/Handling-Categorical-Data---Preprocessing-technique
Preprocessing in machine learning is considered to be the lengthiest task. Applying ML models is just a function calling in R or python or other languages but getting data in a form that one is able to apply the model is important. Given is a technique of handling categorical data to be converted to numerical type from computational perspective.
lihkinVerma/hostingImages
hosting images openly downloaded from unsplash.com
lihkinVerma/Image-Processing-using-Matlab
Using computer algorithms to process digital images
lihkinVerma/Sanskrit-Stemmer
An effort to make stemmer for sanskrit language with very limited words in vocabulary. It should be considered just an examplary approach to build any suffix stripping stemmer and ofcourse advancements are welcomed.
lihkinVerma/Selecting-Highly-responsive-Webframework
lihkinVerma/stat2453_project1
Web Scrapping Project
lihkinVerma/Telegram-Bot-Communication
How to make a telegram bot and communicate to send text messgaes, photo or RSS new feeds
lihkinVerma/Text-Classification-using-Naive-Bayes-in-Python
Creating statistical text classifier by implemeting the Naive Bayes Rule and laplacian correction using six selected classes from 20 Newsgroup Dataset.
lihkinVerma/webScrappingGoldDataset
lihkinVerma/Work-with-WebDriver-Tool
Selenium is a beautiful Webdriver tool available in many languages. lets explore it in python.