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Peter Mikhael's Projects

chemicalgrammar icon chemicalgrammar

Repository for work on understanding the chemistry of phase-separation (condensates) in cellular organization.

chemprop icon chemprop

Message Passing Neural Networks for Molecule Property Prediction

clipzyme icon clipzyme

Reaction-Conditioned Virtual Screening of Enzymes

ece587posterfigures icon ece587posterfigures

Code for making the figures included on my poster of ECE 587 - Information Theory course

idr.mol.feats icon idr.mol.feats

Code to compute bulk molecular features from IDR/protein sequences

inspect icon inspect

scripts to inspect code, os, environment

lipnet-pytorch icon lipnet-pytorch

PyTorch implementation of the method described in the paper "LipNet: End-to-End Sentence-level Lipreading" (https://arxiv.org/abs/1611.01599)

minigpt-4 icon minigpt-4

Open-sourced codes for MiniGPT-4 and MiniGPT-v2

modern-bayes icon modern-bayes

Modern Bayesian statistics, STA 360/602, Duke University, Department of Statistical Science

pgportfolio icon pgportfolio

PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).

pykmux icon pykmux

A small and simple python script to automatically renew a kerberos ticket in a tmux session

pytorch-bayesiancnn icon pytorch-bayesiancnn

Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.

uvadlc_notebooks icon uvadlc_notebooks

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2020

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