Jingfei-Liu

arxiv-latex-cleaner

arXiv LaTeX Cleaner: Easily clean the LaTeX code of your paper to submit to arXiv

BfROpenLab

BfR KNIME extensions (FoodChain-Lab, KNIME Nodes for GIS and Graph Visualization, KNIME Nodes for Nonlinear Regression, BfR Network Mining Extensions, PMM-Lab Lite)

black

The uncompromising Python code formatter

deep-learning-uncertainty

Literature survey, paper reviews, experimental setups and a collection of implementations for baselines methods for predictive uncertainty estimation in deep learning models.

denser-models

deterministic-variational-inference

Sample code for running deterministic variational inference to train Bayesian neural networks

DPPy

Python toolbox for sampling Determinantal Point Processes

edward

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

emcee

The Python ensemble sampling toolkit for affine-invariant MCMC

fashion-mnist

A MNIST-like fashion product database. Benchmark :point_right:

HpBandSter

a distributed Hyperband implementation on Steroids

IIC

Invariant Information Clustering for Unsupervised Image Classification and Segmentation

libpku

北京大学课程资料整理

mathematics_dataset

nevergrad

A Python toolbox for performing gradient-free optimization

pingouin

Statistical package in Python based on Pandas

playground

Play with neural networks!

PRML

PRML algorithms implemented in Python

PRMLT

Matlab code for machine learning algorithms in book PRML

psychic-lamp

we are good at create impossible

pyro

Deep universal probabilistic programming with Python and PyTorch

pyrobot

PyRobot: An Open Source Robotics Research Platform

python-cheatsheet

Comprehensive Python Cheatsheet

python-implementation-for-HPHO

It is a python implementation for HPHO

pytorch-meta

A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch

quadpy

Numerical integration (quadrature, cubature) in Python

RBM_DBN

Experimenting with RBMs using scikit-learn on MNIST and simulating a DBN using Keras.

the-craft-of-selfteaching

One has no future if one couldn't teach themself.

trax

Trax — your path to advanced deep learning

yolov3

YOLOv3 in PyTorch > ONNX > CoreML > iOS