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ai-machine-learning

development and testing of basic algorithms to get a hang of this field!

bm_mini_course_ucm

causal-inference-and-discovery-in-python

Causal Inference and Discovery in Python by Packt Publishing

data-science-ipython-notebooks

Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

datasets

Datasets used for articles and stories made available on Pointer (www.pointer.nl)

emmetts-ds-notebooks

Random notebooks for various projects.

example-models

Example models for Stan

facebook_twitter_sentiment

Twitter Sentiment Analysis Challenge for Learn Python for Data Science #2 by @Sirajology on Youtube

how-to-use-github

Github for dummies

interactive-coding-challenges

Huge update! Interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.

mac-programmas

programs on mac

math-of-machine-learning-course-by-siraj

Implements common machine learning algorithms from scratch in python. Intuition and theory behind the algorithms is also discussed.

ml-ditp-attp

Machine Learning: a New Toolbox for Theoretical Physics (Advanced Topics in Theoretical Physics course)

ml4pa

Machine Learning for Physics and Astronomy

orderbook-dynamics

Modeling high-frequency limit order book dynamics with support vector machines

peps

Python Enhancement Proposals

predicting_stock_prices

This is the coding challenge for "Predicting Stock Prices" by @Sirajology on Youtube

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 ;)

pythonml

Various python machine learning classes and tools.

recommender_system_py

This is a submission for the Recommender challenge by @Sirajology on Youtube. [winner]

refextract

Extract bibliographic references from (High-Energy Physics) articles.

scikit-learn

scikit-learn: machine learning in Python

sentiment-analysis-twitter

simple-machine-learning-examples

This repo contains simple machine learning examples using scikit-learn and Python.

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview.

tensorflow-tutorials

Simple tutorials using Google's TensorFlow Framework