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William Li's Projects

mit-deep-learning icon mit-deep-learning

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

ml-from-scratch icon ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

mlflow icon mlflow

Open source platform for the machine learning lifecycle

nemo icon nemo

NeMo: a toolkit for conversational AI

numpy icon numpy

The fundamental package for scientific computing with Python.

openfermion icon openfermion

The electronic structure package for quantum computers.

openqasm icon openqasm

Quantum assembly language for extended quantum circuits

opentrons icon opentrons

Software for writing protocols and running them on the Opentrons OT-2

paddle icon paddle

PArallel Distributed Deep LEarning (『飞桨』核心框架,高性能单机、分布式训练和跨平台部署)

pandas icon pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

pattern icon pattern

Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

pennylane icon pennylane

PennyLane is a cross-platform Python library for differentiable programming of quantum computers. Train a quantum computer the same way as a neural network.

plex icon plex

The package of IBM’s typeface, IBM Plex.

project_codenet icon project_codenet

This repository is to support contributions for tools for the Project CodeNet dataset hosted in DAX

purrr icon purrr

A functional programming toolkit for R

pyscf icon pyscf

Python module for quantum chemistry

python icon python

All Algorithms implemented in Python

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

qiskit icon qiskit

Qiskit is an open-source framework for working with noisy quantum computers at the level of pulses, circuits, and algorithms.

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.

quantum icon quantum

Microsoft Quantum Development Kit Samples

quantum-1 icon quantum-1

Hybrid Quantum-Classical Machine Learning in TensorFlow

quantumkatas icon quantumkatas

Tutorials and programming exercises for learning Q# and quantum computing

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