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Yue Zhang's starred repositories

shap

A game theoretic approach to explain the output of any machine learning model.

Language:Jupyter NotebookMIT2222200

tellurium

Python Environment for Modeling and Simulating Biological Systems

Language:PythonApache-2.010600

ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Language:PythonApache-2.03227000

pymc

Bayesian Modeling and Probabilistic Programming in Python

Language:PythonNOASSERTION852800

edward

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

Language:Jupyter NotebookNOASSERTION483100

Arcade-Learning-Environment

The Arcade Learning Environment (ALE) -- a platform for AI research.

Language:C++GPL-2.0210600

LargeVis

Language:C++Apache-2.070300

scde

R package for analyzing single-cell RNA-seq data

Language:RNOASSERTION17100

GPy

Gaussian processes framework in python

Language:PythonBSD-3-Clause199400

pdfminer.six

Community maintained fork of pdfminer - we fathom PDF

Language:PythonMIT569000

shablona

A template for small scientific python projects

Language:Jupyter NotebookMIT60300

cython

The most widely used Python to C compiler

Language:PythonApache-2.0920700

spaCy

💫 Industrial-strength Natural Language Processing (NLP) in Python

Language:PythonMIT2937300

autograd

Efficiently computes derivatives of numpy code.

Language:PythonMIT688200

dash

Data Apps & Dashboards for Python. No JavaScript Required.

Language:PythonMIT2095700

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

Language:Java1257700

python-machine-learning-book-2nd-edition

The "Python Machine Learning (2nd edition)" book code repository and info resource

Language:Jupyter NotebookMIT711000

hdbscan

A high performance implementation of HDBSCAN clustering.

Language:Jupyter NotebookBSD-3-Clause273600

deeplift

Public facing deeplift repo

Language:PythonMIT80900

megaman

megaman: Manifold Learning for Millions of Points

Language:PythonBSD-2-Clause31700

the-gan-zoo

A list of all named GANs!

Language:PythonMIT1417200

pix2pix-tensorflow

Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets https://phillipi.github.io/pix2pix/

Language:JavaScriptMIT506900

Multicore-TSNE

Parallel t-SNE implementation with Python and Torch wrappers.

Language:C++NOASSERTION186900

tsne

A python wrapper for Barnes-Hut tsne

Language:C++Apache-2.040500

smallk

High-performance Non-negative Matrix Factorizations (NMF) - Python/C++

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containers

Bioinformatics containers

Language:DockerfileApache-2.067000

fbpca

Fast Randomized PCA/SVD

Language:PythonNOASSERTION49100

GloVe

Software in C and data files for the popular GloVe model for distributed word representations, a.k.a. word vectors or embeddings

Language:CApache-2.0679700

randomized-SVD

demos for PyBay talk: Using Randomness to make code faster

Language:Jupyter Notebook5000

MAGIC

MAGIC (Markov Affinity-based Graph Imputation of Cells), is a method for imputing missing values restoring structure of large biological datasets.

Language:Jupyter NotebookGPL-2.032700