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Pengzhi Zhang's Projects

dialib-qc icon dialib-qc

DIALib-QC, an assessment tool for the systematic evaluation of spectral assay libraries to improve the data independent acquisition analysis.

flare icon flare

RNA edit detection (SAILOR) and peak calling (FLARE)

forceatlas2 icon forceatlas2

Fastest Gephi's ForceAtlas2 graph layout algorithm implemented for Python and NetworkX

glide-text2im icon glide-text2im

GLIDE: a diffusion-based text-conditional image synthesis model

histocartography icon histocartography

A standardized Python API with necessary preprocessing, machine learning and explainability tools to facilitate graph-analytics in computational pathology.

margaret icon margaret

Metric learning-based graph-partitioned trajectory inference from single-cell data

neuraltalk2 icon neuraltalk2

Efficient Image Captioning code in Torch, runs on GPU

qtools icon qtools

qtools has helper functions to submit jobs to compute clusters (PBS and SLURM) from within Python

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

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