ameetr Goto Github PK

ameetr.github.io

My personal website

bayesian_rl_modeling

Code that has to do with the bayes RL modeling, starting with switching probability work

causalstockapp

credit_prediction

diff_rnn_plasticity

This github repo builds on existing work to implement an RNN that has differentiable structure with micro-epochs of plasticity based learning

differentiable-plasticity

Implementations of the algorithms described in Differentiable plasticity: training plastic networks with gradient descent, a research paper from Uber AI Labs.

diffrnn

RNN with differentiable structure (number of neurons)

dqn-pong

This is an implementation of using Deep Q-learning with memory replay for pong.

drone_autonomous_exploration

Implementing a drone sim 2 real pipeline for autonomous exploration of indoor environments

hr_outlier_detection

A notebook that will implement machine learning techniques to do outlier detection.

inversedeepmds

This is the repository for the inverse network defined by DeepMDS

learningtolearnbohp

Backpropagation training of neural networks with Hebbian plastic connections

medium-data-projects

Data analysis projects for Medium

models

Models and examples built with TensorFlow

monocular-depth-estimation-dav

An implementation of Depth Attention Volume as detailed in https://arxiv.org/pdf/2004.02760.pdf.

pastpresentfuture

This is a repository for the midterm paper: past, present, future literacies for ED140AC.

playfair

This is a repository implementing the playfair cypher

rl_irl_modeling

rl_switching

rumigans

Code accompanying the NeurIPS 2020 submission "Teaching a GAN What Not to Learn."

safeapp

sbhacks2018

spytorch

Tutorial for surrogate gradient learning in spiking neural networks

stat133-spring-2018

Course materials for Stat 133, Spring 2018, at UC Berkeley

wholebrain-analytics

wilbrecht-image-analysis

This repository is to analyze brain images for cell counting.