numeric-tic-tac-toe-rl

Built an RL agent that learns to play Numerical Tic-Tac-Toe with odd numbers. Agent has been trained using Q-Learning. The environment is playing randomly with the agent, i.e. its strategy is to put an even number randomly in an empty cell.

openai-gym-breakout-env

Experimented with different reinforcement learning algorithms to train an agent on Custom Grid World Environment, CartPole-v1, Acrobot-v1, and Atari Breakout.

pos-tagger

A Part-Of-Speech Tagger (POS Tagger) is a piece of software that reads text in some language and assigns parts of speech to each word (and other token), such as noun, verb, adjective, etc. Develop a POS tagger using HMM and Viterbi Algorithm. Also, modify the vanilla Viterbi Algorithm to handle the unknown words.

prefect-cloud-demo

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

sagar118

sagar118.github.io

My personal portfolio

sagarthacker

Blog

skills-copilot-codespaces-vscode

My clone repository

telecom-churn-prediction

Predict which customers are at high risk of churn.

text-analyzer

End-to-end Machine Learning Project on AWS

twitter-search-engine

The aim of the project was to create an end-to-end web search engine along with an analytics dashboard. The search engine used covid and vaccine twitter tweets for indexing and used the Okapi BM 25 model to retrieve relevant tweets for a given query.

wandb-gitops