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probabilistic-matrix-factorization-in-python

Probabilistic matrix factorization (PMF) in Python

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

pusher-python-realtime-dashboard

Build a realtime dashboard using Python and Pusher channels

pyarb

Statistical arbitrage simulation, modeling and backtesting with Python.

pyethereum

Next generation cryptocurrency network

pyhawkes

Python framework for inference in Hawkes processes.

pyportfolioopt

Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity

pyro

Deep universal probabilistic programming with Python and PyTorch

pythalesians

Python Open Source Financial Library to backtest trading strategies, plot charts, seamlessly download market data, analyse market patterns and much more!

python-for-finance-cookbook

Repository of Python for Finance Cookbook, published by Packt

python-for-finance-cookbook-1

Python for Finance Cookbook, published by Packt

python-machine-learning

Code repository for Python Machine Learning, published by Packt

python-midi

Python MIDI library

python-patterns

A collection of design patterns/idioms in Python

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

pythonml

Various python machine learning classes and tools.

pytorch-nlp-tutorial-sf2017

Materials for O'Reilly DL 4 NLP tutorial (SF 2017)

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

quantumcomputingbook

Companion site for the textbook Quantum Computing: An Applied Approach

quiver

Interactive convnet features visualization for Keras

really-awesome-gan

A list of papers on Generative Adversarial (Neural) Networks

recipes

Lasagne recipes: examples, IPython notebooks, ...

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning-in-portfolio-management-

In this paper, we implement three state-of-art continuous reinforcement learning algorithms, Deep Deterministic Policy Gradient (DDPG), Proximal Policy Optimization (PPO) and Policy Gradient (PG)in portfolio management.

relation-network

keras implementation of [A simple neural network module for relational reasoning](https://arxiv.org/pdf/1706.01427.pdf)

relation-network-tensorflow

Tensorflow implementations of Relational Networks and a VQA dataset named Sort-of-CLEVR proposed by DeepMind.

relational-networks

Pytorch implementation of "A simple neural network module for relational reasoning" (Relational Networks)

research

research_public

Quantitative research and educational materials