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Zilong Ji's Projects

2d2p icon 2d2p

2 Dimensional virtual reality 2-photon imaging pipeline

alphapose icon alphapose

Real-Time Multi-Person Pose Estimation System

courses icon courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

deeppongrl icon deeppongrl

A mini-project to make a deep RL agent to play pong in the openAI gym. This was made in the summer school CCNSS.

eeglearn icon eeglearn

A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.

get_clean icon get_clean

This is a repo of JHU Data Science Course--Getting and Cleaning Data Project

hippocampalswrdynamics icon hippocampalswrdynamics

Code for Krause and Drugowitsch (2022). "A large majority of awake hippocampal sharp-wave ripples feature spatial trajectories with momentum". Neuron.

hopfieldnet icon hopfieldnet

The hopfieldnet library can be used to create and train a Hopfield neural network.

hyperopt icon hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

ln-model-of-mec-neurons icon ln-model-of-mec-neurons

Code implements the LN model used to describe spike trains of MEC neurons based on the animal's position, head direction, speed, and theta phase information. Used in Hardcastle et al., 2017.

maml-pytorch icon maml-pytorch

Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)

neuraltalk icon neuraltalk

NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.

niplab_studygroup_2017 icon niplab_studygroup_2017

Here is the repository about reinforcement learning, the first topic in our NipLab study group. Exercises are named by the lecture number.

photoswipe icon photoswipe

JavaScript image gallery for mobile and desktop, modular, framework independent.

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