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practicalai

A practical approach to learning machine learning.

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 ;)

pyalgotrade

Python Algorithmic Trading Library

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pyldavis

Python library for interactive topic model visualization. Port of the R LDAvis package.

pyprobml

Python code for "Machine learning: a probabilistic perspective"

python

All Algorithms implemented in Python

python-machine-learning-book

The "Python Machine Learning (1st edition)" book code repository and info resource

python-spark-tutorial

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

rajeev-item-match

random_phenomena_by_babatunde_ogunnaike

📖 Solutions of exercises from the book "Random Phenomena: Fundamentals of Probability and Statistics for Engineers" by Babatunde Ogunnaike.

raw2logit

In order to control processing-induced dataset drift we require two ingredients: raw sensor data and an image processing model. This code repository contains the materials for the second ingredient, the image processing models, as well as scripts to load lada and run experiments.

repo-2017

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano

role2vec

A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).

stacking

Stacked Generalization (Ensemble Learning)

support-vector-machines-succinctly

symmys

A. Meucci code from bootcamp and book

ta-lib

Python wrapper for TA-Lib (http://ta-lib.org/).

tf-dev-summit-tensorboard-tutorial

Code that accompanies my talk at TF Dev Summit 2016

the-book-of-trading-strategies

Source Codes for the Book of Trading Strategies

thinkbayes

Code repository for Think Bayes.

timeseriesanalysiswithpython

ttm-squeeze

TTM Squeeze Scanner For Stocks in Python using Pandas and YFinance

tutorials-langchain

websites

Collection of Important Websites

zerodhapythonscripts

All scripts are in python language to trade in zerodha using algorithms.