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science4fun's Projects

pydescriptors

Python implementation of various 2D and 3D compactness measures.

pygeostatistics

Geostatistics in Python

pygna

A python package for gene network analysis

pyinterpolate

Bunch of spatial interpolation scripts written in numpy and Python

pyjanitor

Clean APIs for data cleaning. Python implementation of R package Janitor

pymc

PyMC: Bayesian Stochastic Modelling in Python (for PyMC3: https://github.com/pymc-devs/pymc3)

pymc3

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano

pyod

A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)

pyprobml

Python code for "Machine learning: a probabilistic perspective"

pystan

PyStan, the Python interface to Stan

python-fire

Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.

python-guide

Python best practices guidebook, written for humans.

python-machine-learning-book

The "Python Machine Learning" book code repository and info resource

pythondatasciencehandbook

Jupyter Notebooks for the Python Data Science Handbook

pytorch-deep-learning-minicourse

Minicourse in Deep Learning with PyTorch

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

rdkit

The official sources for the RDKit library

reaction-translation

organic chemistry reaction prediction using NMT

really-awesome-gan

A list of papers on Generative Adversarial (Neural) Networks

reinforcement-learning-an-introduction

Python implementation of Reinforcement Learning: An Introduction

reinforcement-learning-notebooks

A collection of Reinforcement Learning algorithms from Sutton and Barto's book and other research papers implemented in Python.

reinvent-gdb13

A Recurrent Neural Network implementation that uses SMILES strings to generate molecules from GDB-13

retrosynthetic-reaction-prediction-merck-2019

“默克”杯逆合成反应预测大赛一些前期工作

rexgen_direct

Template-free prediction of organic reaction outcomes

rlpyt

Reinforcement Learning in PyTorch

scikit-learn-videos

Jupyter notebooks from the scikit-learn video series

scikit-sparse

Sparse matrix tools extending scipy.sparse, but with incompatible licenses

seq2seq

A general-purpose encoder-decoder framework for Tensorflow

simplystats

Simply Statistics

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