Kuldeep Singh Sidhu's Projects
The all so popular 2048 game now played by computer. The AI plays the game multiple times using completely random moves! The average end score per starting position is calculated.
As the field of Computational Fluid Dynamics (CFD) progresses, the fluid flows are more and more analysed by using simulations with the help of high speed computers. In order to solve and analyse these fluid flows we require intensive simulation involving mathematical equations which governs the fluid flow, these are Navier Stokes (NS) equation. Solving these equations has become a necessity as almost every problem which is related to fluid flow analysis call for solving of Navier Stokes equation. These NS equations are partial differential equations so different numerical methods are used to solve these equations. Solving these partial differential equations so different numerical methods requires large amount of computing power and huge amount of memory is in play. Only practical feasible way to solve these equation is write a parallel program to solve them, which can then be run on powerful hardware capable of parallel processing to get the desired results High speed supercomputer will provide us very good performance in terms of reduction in execution time. In paper focus will be on finite volume as a numerical method. We will also see what GPGPU (General-Purpose computing on Graphics Processing Units) is and how we are taking its advantages to solve CFD problems.
Useful extra functionality for TensorFlow 2.x maintained by SIG-addons
This is the code for Course Allocation System at BITS.
Creating Chatbot using Chatterbot in under few minutes
Code Editor Application that is platform independent i.e., download once and run anywhere.
Cognitive Literature Analysis. This is submission for Microsoft ACAD Accelerator 2018
server config generator
Simple javascript hack to invite your complete friend list to like a page!
Identifying faces in photos or videos is very cool, but this isn’t enough information to create powerful applications, we need more information about the person’s face, like position, whether the mouth is opened or closed, whether the eyes are opened, closed, looking up and etc.
FastAPI is a high performance simple framework for building APIs(Application Programming Interface).
A demo for a financial services bot
Fraud detection model for synthetic dataset of money transactions.
PyTorch implementation of DRAW: A Recurrent Neural Network For Image Generation
Generative adversarial networks (GANs) are deep neural net architectures comprised of two nets, pitting one against the other (thus the “adversarial”).
Now you can open shell in Google Collab
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms. It aims to fill the need for a small, easily grokked codebase in which users can freely experiment with wild ideas (speculative research).
Using php and javascript convert html canvas to img
Replace a keyword in all the files in a folder
You can now build a custom Mask RCNN model using Tensorflow Object Detection Library! Mask RCNN is an instance segmentation model that can identify pixel by pixel location of any object.
Mytrah Energy Ltd. The objective of the PCGT Portal is to ease the process of comparing the power curve from site and the comparing of that with the one from the actual site of deployment. The software compiles the provided raw data by performing various filtration processes as well as the required calculations to get the Power Curve.
Natural Language Processing, or NLP, is the sub-field of AI that is focused on enabling computers to understand and process human languages.
Finding all the possible patterns on a 3X3 pattern lock given all the restrictions imposed by Android smartphone!
Convert pdf to csv
Getting data in QR code using Tensorflow
Random stock picker for Indian and US stock exchanges, NSE, BSE, NASDAQ, NYSE
A Framework for validating two ranked lists using ndcg, kendall's tau, rbo, recall, mrr
Comparing different recommendation systems algorithms like SVD, SVDpp (Matrix Factorization), KNN Baseline, KNN Basic, KNN Means, KNN ZScore), Baseline, Co Clustering