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genetic_algorithm.f90

A genetic algorithm written using Fortran. The program evaluates the optimal initial velocity vector to launch a projectile to hit a user-specified target, within a simulated environment involving gravity and air resistance.

gillespie

Python implementation of Gillespie's algorithm

go

The Open Source Data Science Masters

grokking-deep-learning

this repository accompanies the book "Grokking Deep Learning"

hadron-collider-machine-learning

Materials for "Addressing Large Hadron Collider Challenges by Machine Learning" Coursera MOOC

hello-world

This repository was created to become more familiar with how to use GitHub. It was created alongside the following tutorial: https://guides.github.com/activities/hello-world/

hm-rnn

PyTorch Implementation of Hierarchical Multiscale Recurrent Neural Networks

hyper-sos-naacl

Code release for NAACL 2021 paper Hyper-SOS

hyperbolic-tlstm-sigir

ictp-saifr-mlphysics

code used during the minicourse

inasic.github.io

kaggle-projects

Here is a list of the current kaggle projects I am working on, or have completed

lab-essential-toolkit

Some essential program fragments for labwork

mental-health-datasets

An evolving list of electronic media data sets used to model mental-health status.

mltutorial

Machine Learning Tutorial in IPython Notebooks

motion_synthesis_adversarial_learning

Code that reproduces results for the paper "Adversarial learning for modeling human motion" -

neural_stpp

Deep generative modeling for time-stamped heterogeneous data, enabling high-fidelity models for a large variety of spatio-temporal domains.

neuraltpps

nlp

This repository consists of a NLP task involving data analysis for a corpus of news articles.

notes

temporary repository

npl

Bayesian Nonparametric Learning

nqs

Undergraduate dissertation. Neural networks representing Quantum States.

nqs-numpy

Approximate implementation of "Solving the Quantum Many-Body Problem with Artificial Neural Networks"

pandas_exercises

Practice your pandas skills!

pandas_tutorial

Pandas tutorial for SciPy2015 and SciPy2016 conference

paper_notes

This will contain my notes for research papers that I read.

phase-eacl

Code release for "PHASE: Learning Emotional Phase-aware Representations for Suicide Ideation Detection on Social Media", EACL 2021.

pima-indians-diabetes

pose-gan

pose-transfer