Ahan Chatterjee's Projects
Forecast-the-AC-power-consumption
Config files for my GitHub profile.
Example š Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using š§ Amazon SageMaker.
Contains the note for the Approaching(Almost) any Machine Learning Problem by Abhishek Thakur.
Experimental work to recreate the phase part of audiosignals using Variational Autoencoder.
Built a Deep Q learning model which controls the heating and cooling power of a HVAC system which is intended to maximise the fulfilment of requirements and minimise cost.
A Python implementation of global optimization with gaussian processes.
A list of useful resources in the bird sound (song and calls) recognition, such as datasets, papers, links to open source projects and competitions
Create a ML/DL model to predict the species of the bird calling in the audio.
Whole building non-residential hourly energy meter data from the Great Energy Predictor III competition
Deep Reinforcement Learning AI Approach to Control HVAC Systems
A software with graphical user interface to analyze cooling load of a builiding from raw data recorded by a building managmenet system (BMS)
Cornell Birdcall Identification (a Kaggle competition) starter pack
Grandmaster in MachineHack (3rd Rank Best) | Top 70 in AnalyticsVidya & Zindi | Expert at Kaggle | Hack AI
The repo is being maintained as Data Security Proj LMU
Assessing the heating load and cooling load requirements of buildings as a function of building parameters.
Data science project
A method to solve simulation-based optimization problems using Matlab and EnergyPlus
Abhishek_Thakur_Blending
Master Final Project - Temperature Prediction based on Machine Learning