alexshtf Goto Github PK

aima-pseudocode

Pseudocode descriptions of the algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

alexshtf.github.io

My personal webpage

autodiff

A .NET library that provides fast, accurate and automatic differentiation (computes derivative / gradient) of mathematical functions.

beadsplan

covid-19-api

Yahoo Knowledge COVID-19 API provides JSON-API and GraphQL interfaces to access COVID-19 publicly sourced data

greatmix_ex

inc_prox_pt

jmlr-style-file

LaTeX style file for the Journal of Machine Learning Research

machinelearningcourseproject

offlinenavigator

An android app to help people without constant data access navigate using photographed paper maps.

parsah

proxpt_fm

Code for my blog post: https://alexshtf.github.io/2021/04/14/ProximalPointFM.html

proxpt_ls_minibatch

Proximal Point with Mini-Batches for solving Linear Least Squares problems

proxptlogreg

Code for my blog post: Proximal Point - convex on linear losses

proxptlogregl2

proxptls

Code for the blog post 'Proximal Point - warmup'

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

qt_vs

Visual Studio build customizations for Qt Meta Object Compiler and UI Compiler

sketchmodeller

trem_opf_solver

A MATLAB solver for a specific family of Optimal Power Flow problems.

various-utility-projects

Various small projects i have been working on