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alphaai

Use unsupervised and supervised learning to predict stocks

backtest

backtest

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bayesiandnn

Bayesian Deep Neural Network for Finance

boosters

btgym

OpenAI Gym environment for Backtrader trading platform

crime_prediction_chicago_bayesian_and_neural_networks

The aim of this project is to predict the Crime rate in Chicago using Bayesian and Neural Networks

crypto_spread_test

crypto currency spread trading tests

data_analyzer

Analyze data relationship by PCA

far-ho

Gradient based hyperparameter optimization package for TensorFlow

forkautogpt

An experimental open-source attempt to make GPT-4 fully autonomous.

hft-orderbook

Limit Order Book for high-frequency trading (HFT), as described by WK Selph, implemented in Python3 and C

how-to-check-if-time-series-data-is-stationary-with-python

How to Check if Time Series Data is Stationary with Python

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

macos-tensorflowbuilds

Optimized tensorflow wheels binaries build for macos

mcmc_fnn_timeseries

Bayesian Neural Network for Time Series Prediction

meta-learning-papers

Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning

minigo

An open-source implementation of the AlphaGoZero algorithm

models

Models and examples built with TensorFlow

ornstein-uhlenbeck-bayesian

practical_rl

A course in reinforcement learning in the wild

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 ;)

pykalman

Kalman Filter, Smoother, and EM Algorithm for Python

pylimitorderbook

Limit Order Book Implemented in Python

pywt

PyWavelets - Wavelet Transforms in Python

rl

RL experiments

rl_algorithms

Structural implementation of RL key algorithms

snns

Tutorials and implementations for "Self-normalizing networks"

stochastic

Generate realizations of stochastic processes in python.

studio

Component based analytics studio on the web browser