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contextual-bandits
September 15, 2024 – December 31, 2024
A comprehensive Python library implementing a variety of contextual and non-contextual multi-armed bandit algorithms—including LinUCB, Epsilon-Greedy, Upper Confidence Bound (UCB), Thompson Sampling, KernelUCB, NeuralLinearBandit, and DecisionTreeBandit—designed for reinforcement learning applications
View Projectrequest-boost
September 16, 2021 – September 13, 2023
A better requests and urllib. A simple package for hitting multiple URLs and performing GET/POST requests in parallel.
View Projectstay-awake
October 23, 2020 – June 6, 2023
Simple Platform Independent Python package to keep your system awake without affecting workflow!
View ProjectGoogle-Colab-Shell
August 28, 2020 – August 15, 2023
Now you can open shell in Google Collab
View Projectdatascienceinterviews.github.io
June 29, 2020 – Present
This is a completely open-source repo of interview questions and answers for people preparing for such interviews. This is maintained by you and you can send the questions that you faced during interviews.
View ProjectText-Summarizer
June 5, 2020 – June 6, 2023
Comparing state of the art models for text summary generation
View ProjectRecommendation-System
March 23, 2020 – May 12, 2020
Comparing different recommendation systems algorithms like SVD, SVDpp (Matrix Factorization), KNN Baseline, KNN Basic, KNN Means, KNN ZScore), Baseline, Co Clustering
View ProjectYoutube-Views-Hack
October 20, 2017 – June 6, 2023
Increase Youtube Views with multiple videos playing at once and reloading at a set frequency
View Project2D-Navier-Stokes-Solver
June 18, 2017 – June 6, 2023
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 w
View ProjectSimplexSolver
June 13, 2017 – October 1, 2018
Using Simplex Algo. to solve Linear Optimization Problem.
View ProjectCultural Fit Analysis
The candidate shows a strong inclination towards personal projects, indicating self-motivation and a proactive learning approach. The diversity of projects, from CFD to web development, suggests a broad interest, though some projects like 'Youtube-Views-Hack' are less aligned with a professional Data Scientist role. The 'datascienceinterviews.github.io' project indicates a community-oriented mindset.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. The psychometric test score is 0, providing no insights.