athulsudheesh

ACN5314

Programing Worksheets for ACN5314/HCS5314: Computational Modeling Methods in the Behavioral and Brain Sciences

ACN6348-lab

Bayesian-Statistics-Scratchpad

Random experiments and explorations in Bayesian Statistics.

Carla.jl

Competency-based Assessment using Robust Latent-transition Analysis

CDMrdata.jl

A Julia package for loading many of the datasets available in CDM R package

DeepSat-Kaggle

Satellite Image Classification using simple and computationally cheap but efficient machine learning models. Performances comparable to state-of-the-art CNN models.

Exploratory-Analysis-Using-R

Analysis of World Health Dataset using various multivariate techniques such as PCA, CA, MCA, PLS, BADA, DICA and MFA

IJML

A short introductory book on Machine Learning for non-Computer Science folks, using Julia

RPkg.jl

Julia Style Package Manager for RCall users

CMPUtils.jl

Routines to support the class projects for Cognitive & Neural Modeling Laboratory.

athulsudheesh/RPkg.jl

Julia Style Package Manager for RCall users

athulsudheesh/IJML

A short introductory book on Machine Learning for non-Computer Science folks, using Julia

athulsudheesh/ACN5314

Programing Worksheets for ACN5314/HCS5314: Computational Modeling Methods in the Behavioral and Brain Sciences

athulsudheesh/Bayesian-Statistics-Scratchpad

Random experiments and explorations in Bayesian Statistics.

athulsudheesh/DeepSat-Kaggle

Satellite Image Classification using simple and computationally cheap but efficient machine learning models. Performances comparable to state-of-the-art CNN models.

athulsudheesh/ACN6348-lab

athulsudheesh/athulsudheesh.github.io

athulsudheesh/Carla.jl

Competency-based Assessment using Robust Latent-transition Analysis

athulsudheesh/CDMrdata.jl

A Julia package for loading many of the datasets available in CDM R package

athulsudheesh/Exploratory-Analysis-Using-R

Analysis of World Health Dataset using various multivariate techniques such as PCA, CA, MCA, PLS, BADA, DICA and MFA

athulsudheesh/NeurIPS-Educational-Data-Mining-Challenge

Data-preprocessing scripts to extract item response matrix and Q-Matrix from Eedi Dataset

athulsudheesh/awesome-causal-inference

A curated list of causal inference libraries, resources, and applications.

athulsudheesh/blog

athulsudheesh/BlogDATA

athulsudheesh/Computational-Cognitive-Modeling-Exercises

Julia Implementation of programming examples from the textbook Computational Modeling of Cognition & Behavior

athulsudheesh/coursera-startup

Startup Engineering. Lecture Slides (june 2013)

athulsudheesh/cs231n.github.io

Public facing notes page

athulsudheesh/data-vis-process

Open research into data visualization process

athulsudheesh/DataFrames.jl

In-memory tabular data in Julia

athulsudheesh/IMPS23

athulsudheesh/ISO-3166-Countries-with-Regional-Codes

ISO 3166-1 country lists merged with their UN Geoscheme regional codes in ready-to-use JSON, XML, CSV data sets

athulsudheesh/Julia-data-science

Data science and numerical computing with Julia

athulsudheesh/JunctionTrees.jl

A metaprogramming-based implementation of the junction tree algorithm.

athulsudheesh/Misc

A collection of Machine Learning/Deep Learning codes from rapid prototyping, implementation from publications and during learning phase

athulsudheesh/multicollinearity-project

Estimation and statistical inferences in the presence of multicollinearity.

athulsudheesh/NDC-Tensorflow

athulsudheesh/NN2021DataAnalysis

athulsudheesh/Psychometrics.jl

athulsudheesh/Training