Polaris000/Polaris000
My github profile readme.
Data Scientist at Tesla | MSCS at NYU | Samsung Research, Tekion | GSoC | CS @ BITS Pilani '21
Repositories
Polaris000/BlogCode
Sample code from my blog posts on Medium and my personal website.
Polaris000/NanoVLM
The smallest possible vision-language model, built up in 5 architectural steps and 4 task steps, in the spirit of micrograd / nanoGPT. Everything trains in seconds to minutes on CPU/MPS on a synthetic task: read a tiny (32x64) grayscale image of an equation like 7+5= and answer questions about it.
Polaris000/DotsNBoxesQLearning
A series of experiments on the performance of Q-Learning Agents in the Dots and Boxes game.
Polaris000/CS-F111
Lab session codes for the Computer Programming course CS F111
Polaris000/EarthquakeForecasting
A simple approach to earthquake forecasting
Polaris000/WaveCleaver
Polaris000/MiniResnet
Polaris000/CS_F342
Lab assignments and some practise done for the Computer Architecture course at BITS Pilani
Polaris000/UrbanHealthOpt
Optimizing health care locations, in partial fulfilment of the Graduate Big Data course at NYU
Polaris000/LinkRot
A script to detect link rot
Polaris000/Snippets
A collection of snippets and functions that I regularly use in my workflows as a data scientist. These snippets are utility functions that speed up my work, and focus on Pandas, Numpy and visualization libraries.
Polaris000/MovieRecommendationSystem
A study on the naive user-based collaborative filtering algorithm and related improvements on the Movielens dataset.
Polaris000/Chaoss_19_Microtasks
This repository contains my CHAOSS microtask submissions for gsoc '19
Polaris000/Mohammad-Faisal
Polaris000/GSoC_19_Perceval_Implementations
This repository tracks my journey through GSoC 2019.
Polaris000/rasa
💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants
Polaris000/ContactBot
A simple demo chatbot that collects a user's contact information. Built using Rasa.
Polaris000/Python-Scripts
Python scripts to simplify tasks
Polaris000/FanSystem
A fan control system, powered by assembly
Polaris000/ERPLAGCompiler
Polaris000/ActiveLearningAndSOM
Polaris000/DimReduction
Polaris000/Django-beginners
This repo is intended for aiding the learning process of first yearites recruited in Coding Club
Polaris000/RAM
Implementing RAM with multiple dynamic sets
Polaris000/MachineLearningLabs
Lab Solutions for the Machine Learning course at BITS Pilani
Polaris000/wg-gmd
Working Group focused on Growth-Maturity-Decline metrics and software
Polaris000/Introduction-to-Machine-Learning
Basic machine learning algos, like kNN Classifiers and regression
Polaris000/awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
Polaris000/JavaGui
A few simple practise apps for the Java Programming Test