Pinned Repositories
Barabasi-Albert_Network
Barabási–Albert Network. A Step-by-Step Model with Visualizations created in Python 3.
blogs-code
Code for blog posts.
causality
Notes, exercises and other materials related to causal inference, causal discovery and causal ML.
causalpython
Repository with resources for Causal Python
huber-causal-analysis
Jupyter Notebook adaptation of the code from Huber (2023) - Causal Analysis
probabilistic-ml
PyDataGlobal2021
stochasticZipf
A Python 3 replication of Zipf's Law slope generated using stochastic process
talks-and-workshops
Materials for conference talks and workshops
Timeseries
Timeseries stuff
AlxndrMlk's Repositories
AlxndrMlk/Timeseries
Timeseries stuff
AlxndrMlk/stochasticZipf
A Python 3 replication of Zipf's Law slope generated using stochastic process
AlxndrMlk/class_hmwrks
AlxndrMlk/Deep_Learning_Exercises
Exercises in DL using Keras, PyTorch and TF2.0
AlxndrMlk/MixedModels
R code for mixed models
AlxndrMlk/APIs
Code Repo for API course in Fullstack ND
AlxndrMlk/dataScienceHelpers
Quick helper functions for DS/ML applications
AlxndrMlk/Factor_Analysis
AlxndrMlk/Financial_Analyses
Financial Analyses in Python - Notes and snippets
AlxndrMlk/KerasExcercises
AlxndrMlk/linear-algebra
Linear algebra examples
AlxndrMlk/maas
AlxndrMlk/MachineLearningLibrary
AlxndrMlk/ML_Ideas
AlxndrMlk/MontyHall
A Monte Carlo simulation of Monty Hall problem.
AlxndrMlk/network-analysis
AlxndrMlk/NLP
NLP exercises in Python
AlxndrMlk/PDF_generator
A PDF generator used to generate questionnaires with randomized items order.
AlxndrMlk/pgms
Notes on probabilistic graphical models (PGMs)
AlxndrMlk/PoliticsEntropy
Measuring information in left- and right-wing communication
AlxndrMlk/PyTorchExercises
AlxndrMlk/quantum_comp
Quantum Computing
AlxndrMlk/RAL
AlxndrMlk/recommender-talk-2021
AlxndrMlk/Regressions-and-MLMs
AlxndrMlk/SCL
AlxndrMlk/sshTutorial
AlxndrMlk/StanExercises
AlxndrMlk/Struct_Eq_Modelling
AlxndrMlk/SVD
A couple of SVD examples