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D's Projects

2d_poisson icon 2d_poisson

Example code solving a 2D poisson equation (no temporal dependence)

algorithms-for-optimization-python icon algorithms-for-optimization-python

Unofficial implementation in Python porting of the book "Algorithms for Optimization" (2019) MIT Press by By Mykel J. Kochenderfer and Tim A. Wheeler

analyticalprojects icon analyticalprojects

A series of jupyter notebooks to help chemistry students learn python for analytical chemistry

auto-gpt icon auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

brew icon brew

🍺 The missing package manager for macOS (or Linux)

bumpy icon bumpy

Quick tutorial of scientific computing with Python using a real physics application.

chatall icon chatall

Concurrently chat with ChatGPT, Bing Chat, bard, Alpaca, Vincuna, Claude, ChatGLM, MOSS, iFlytek Spark, ERNIE and more, discover the best answers

che30324 icon che30324

Physical Chemistry for Chemical Engineers

chem324 icon chem324

Introduction to Quantum Mechanics Lecture Notes (Chem324, Fall 2019)

computationalphysics icon computationalphysics

Introductory course in Computational Physics, including linear algebra, eigenvalue problems, differential equations, Monte Carlo methods and more.

cookbook-2nd-code icon cookbook-2nd-code

Code of the IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018 [read-only repository]

credit-risk-modeling-in-python icon credit-risk-modeling-in-python

Modeled the credit risk associated with consumer loans. Performed exploratory data analysis (EDA), preprocessing of continuous and discrete variables using various techniques depending on the feature. Checked for missing values and cleaned the data. Built the probability of default model using Logistic Regression. Visualized all the results. Computed Weight of Evidence and price elasticities.

dft-book icon dft-book

A book on modeling materials using VASP, ase and vasp

double-slit-2d-schrodinger icon double-slit-2d-schrodinger

This repository contains Python 3 scripts for simulating the passage of a 2D Gaussian wave packet through a double slit. For this, the 2D Schrödinger equation is solved using the Crank-Nicolson numerical method.

fem50 icon fem50

Simple matlab FEM code for 2-d poisson equation

ferminet icon ferminet

An implementation of the Fermionic Neural Network for ab-initio electronic structure calculations

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