kunalghosh Goto Github PK

academicstats

Given PubMed and Arxiv xml dumps, returns a summary

activelearning_run_dir_cookiecutter

Cookiecutter template to generate the directory structure needed for runs

aesara

Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.

altair

Declarative statistical visualization library for Python

arduino-teaching-aid

A proof of concept hardware + software combination to aid in teaching bread boarding to electronics beginners.

arduinoexamples

Various Arduino examples

arduinoexperiments

Arduino Experiments

bda_course_aalto

Bayesian Data Analysis course at Aalto

becs-114.1100-computational-science

Course Assignments for the course on Computational Science at Aalto University

cnn_spectroscopy

Using CNN to predict molecule spectra

codingexercises

conference-grok

Convert a list of arxiv urls (maybe your backlog of to-read papers) into a easy to read set of HTML Cards (with title, authors, abstract, link to pdf)

cornell-cs5785-2020-applied-ml

Teaching materials for the applied machine learning course at Cornell Tech (online edition)

cv

Up-to-date version of the CV

database_project

This was the database project i did as a part of my course work. NOTE: It was a long time ago and there might be some parts missing. Please adapt

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deep-learning-spectroscopy

Code for deep learning models to predict molecular electronic properties.

deep-learning-spectroscopy--predictions

Repo to make predictions using the deep learning spectroscopy code

deeplearningtutorials

Deep Learning Tutorial notes and code. See the wiki for more info.

dotfiles

draft_dissertation

Zheng Zhao's doctoral dissertation from Aalto University

gaussianprocess-in-pytorch

Repo of my implementation of Gaussian processes in PyTorch. Also look at AlejandroCatalina/gp-pytorch (Where Alex and I do the same thing) and also GPyTorch.

gizmo

Python challenge

gsoc_2011_owncloud_proposal

Contains all the files related to my ownCloud proposal

kernelmethods

Assignments for the Kernel Methods course taught by Prof. Juho Rousu at Aalto University (https://mycourses.aalto.fi/course/view.php?id=13088)

kld_exercise

Simple Exercise to implement Forward and Reverse KL-Divergence minimization.

kunalghosh.github.io

lab-programs

7th semester Web and Networks Lab Programs

ladder

Ladder network is a deep learning algorithm that combines supervised and unsupervised learning

masters-thesis-poster

Poster to present the MSc. thesis work. (Initial version presented at Aalto internal research day)