William Li's repositories
Theano
Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as aesara: www.github.com/pymc-devs/aesara
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
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
matplotlib
matplotlib: plotting with Python
numpy
The fundamental package for scientific computing with Python.
scrapy
Scrapy, a fast high-level web crawling & scraping framework for Python.
scipy
SciPy library main repository
machinelearning-samples
Samples for ML.NET, an open source and cross-platform machine learning framework for .NET.
mathy
Tools for using computer algebra systems to solve math problems step-by-step with reinforcement learning
awesome-design-patterns
A curated list of software and architecture related design patterns.
pneumatic
Minimalistic, responsive Pelican theme.
face_classification
Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.
strange
Quantum Computing API for Java
courses
fast.ai Courses
pattern
Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.
dive-into-machine-learning
Free ways to dive into machine learning with Python and Jupyter Notebook. Notebooks, courses, and other links. (First posted in 2016.)
pyscf
Python module for quantum chemistry
quantum-careers
Learn about career opportunities with IBM Quantum.
unilm
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
tensorflow_tutorials
From the basics to slightly more interesting applications of Tensorflow
awesome-deepbio
A curated list of awesome deep learning applications in the field of computational biology
data-science-stack
NVIDIA Data Science stack tools
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.
Python
All Algorithms implemented in Python
www.mlcompendium.com
The Machine Learning & Deep Learning Compendium is an open knowledge-sharing project compiled using Gitbook.
Contrastive-Learning-Papers-Codes
A comprehensive list of Awesome Contrastive Learning Papers&Codes.Research include, but are not limited to: CV, NLP, Audio, Video, Multimodal, Graph, Language, etc.
qiskit-optimization
Quantum Optimization
Encyclopedia-of-Artificial-Intelligence
Code Lab for Encyclopedia-of-Artificial-Intelligence Book
awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning