Pinned Repositories
Finite_Difference_Solar_Thermal_Heater
Finite difference simulation of a solar hot water heating system
Finite_Element_Method_Li-ion_battery
Discharge of Li-ion using FEA
Phyiscs-informed_Reinforcement_Learning
Novel Physics-informed approach to RL for physics-based control tasks
PINN
Physics Informed Neural Networks (based on Raissi et al) extended to three dimensions on the heat diffusion equations
Predict-Crop-Yield
Random forest, linear regression, guassian process, and nearest neighbor from scratch to predict crop yield from year-round weather data
itsjacobhere's Repositories
itsjacobhere/PINN
Physics Informed Neural Networks (based on Raissi et al) extended to three dimensions on the heat diffusion equations
itsjacobhere/Phyiscs-informed_Reinforcement_Learning
Novel Physics-informed approach to RL for physics-based control tasks
itsjacobhere/Finite_Difference_Solar_Thermal_Heater
Finite difference simulation of a solar hot water heating system
itsjacobhere/Finite_Element_Method_Li-ion_battery
Discharge of Li-ion using FEA
itsjacobhere/Predict-Crop-Yield
Random forest, linear regression, guassian process, and nearest neighbor from scratch to predict crop yield from year-round weather data
itsjacobhere/baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
itsjacobhere/DQN_practice
Atari Breakout using a DQN
itsjacobhere/Heating_Loads_BayesianML
Using Bayesian ML techniques to predict house heating loads
itsjacobhere/HomeHarvest
Python package for real estate scraping of MLS listing data
itsjacobhere/Kinetic-Battery-Model-FORTRAN
Uses the kinetic battery model and runge kutta fehlberg to model a system of differential equations
itsjacobhere/ML_Classification
Image and text classification using SVM and decision trees
itsjacobhere/mlscraper
🤖 Scrape data from HTML websites automatically by just providing examples
itsjacobhere/MNIST_CNN
Practice pytorch CNN for classic digit recognition
itsjacobhere/NLP_CV_Classification_practice
Image and movie review classification using random forests and Support Vector Machines
itsjacobhere/Numerical_methods_Fortran
Secant, Gaussian Elimination, and Newton-Raphson method programmed in fortran
itsjacobhere/property_web_scraper
Web based UI to make scraping data from real estate websites super simple
itsjacobhere/Romberg_integration
This FORTRAN program uses the Romberg integration numerical method to evaluate a probability distribution function.
itsjacobhere/Runge-Kutta_Shooting_Search
Program to use the shooting search algorithm with the Runge-Kutta-Fehlberg algorithm for solving Differential Equaions
itsjacobhere/Successive_over-relaxation
SOR is a variant of the gauss-Seidel method used for numerically solving a system of partial differential equations to determine the steady-state head through an aquifer.
itsjacobhere/testing
itsjacobhere/TicTacToe_minimax
Using the minimax algorithm to minimize losses in tic tac toe
itsjacobhere/Youtube-Code-Repository
Repository for most of the code from my YouTube channel