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999_coding_days

apriori

Apriori for movie bundling

build-and-deploy-an-machine-learning-model-using-aws-and-api-s

Build an API for your Machine Learning application using Flask and Deploy it in AWS

cs570

Code for CS570, Essentials of Data Science

data

data-visualization-dashboard

deep-reinforcement-learning-for-microgrids

A Deep Reinforcement Learning based approach for energy supply management in MicroGrids

dotnet-sqldb

publish dotnet-sqldb using Azure

drl-for-microgrid-energy-management

dss-simpy-rl

This repository is an Reinforcement Learning Platform for learning agents to control cyber-physical Power Distribution Systems resiliently. The cyber environment in based on SimPy Discrete Event Simulator, while the distribution system is backened by Open-DSS.

eshop

A reference .NET application implementing an eCommerce site

final-project-sql-ethanlam

final-project-statistical_modelling-with-python-ethan

flight-price-prediction

Predicting flight ticket prices using a random forest regression model based on scraped data from Kayak. A Kayak scraper is also provided.

fu_uber

Flutter based taxi booking app (dummy) using provider.

gpt-pilot

Dev tool that writes scalable apps from scratch while the developer oversees the implementation

gym-anm

Design Reinforcement Learning environments that model Active Network Management (ANM) tasks in electricity distribution networks.

gym-anm-exp

Run MPC-based policies and train RL agents in gym-anm environments using implementations from Stable Baselines 3.

housepriceprediction

html-portfolio

inspect_word2vec

Python code for checking out Google's pre-trained, 3M word Word2Vec model

intuitive_policy_gradient

launch-school

loan-approval-analysis

lstm-neural-network-for-time-series-prediction

LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data

microgrid-ems-drl

Time series observation and valid action handling for applying deep reinforcement learning in microgrid energy management.

ml-model-deployment-aws-ec2

codes related to aws ec2 deployment

ml-project-supervised-learning

msdocs-app-service-sqldb-dotnetcore

nlp_exercise

This repo contains all exercises and challenges for NLP during the bootcamp.