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  • 💬 Ask me about building algorithms for scientific computing & machine learning.
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Jimmy Yao's Projects

pix2pixhd icon pix2pixhd

Synthesizing and manipulating 2048x1024 images with conditional GANs

probability icon probability

Probabilistic reasoning and statistical analysis in TensorFlow

progen icon progen

Implementation and replication of ProGen, Language Modeling for Protein Generation, in Jax

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

qiskit-aer icon qiskit-aer

Aer is a high performance simulator for quantum circuits that includes noise models

qiskit-iqx-tutorials icon qiskit-iqx-tutorials

A collection of Jupyter notebooks showing how to use Qiskit that is synced with the IBM Q Experience

qiskit-terra icon qiskit-terra

Qiskit is an open-source SDK for working with quantum computers at the level of extended quantum circuits, operators, and algorithms.

qiskit-textbook icon qiskit-textbook

A university quantum algorithms/computation course supplement based on Qiskit

qlib icon qlib

Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies.

quspin icon quspin

A python wrapper for doing ED calculations on many-body systems

qutip icon qutip

QuTiP: Quantum Toolbox in Python

ray icon ray

A system for parallel and distributed Python that unifies the ML ecosystem.

sampleproject icon sampleproject

A sample project that exists for PyPUG's "Tutorial on Packaging and Distributing Projects"

se3-transformer-pytorch icon se3-transformer-pytorch

Implementation of SE3-Transformers for Equivariant Self-Attention, in Pytorch. This specific repository is geared towards integration with eventual Alphafold2 replication.

spinningup icon spinningup

An educational resource to help anyone learn deep reinforcement learning.

torchdrug icon torchdrug

A powerful and flexible machine learning platform for drug discovery

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