cniclsh

AIND-Constraint_Satisfaction

Constraint Satisfaction Problem lab to solve the N-Queens problem

AIND-Planning

AIND-Simulated_Annealing

Jupyter notebook exercise to check your understanding of simulated annealing

bayes-nn

Lecture notes on Bayesian deep learning

better-exceptions

Pretty and useful exceptions in Python, automatically.

CarND-Traffic-Sign-Classifier-Project

Classify Traffic Signs.

CERNDeepLearningTutorial

Introduction to root_numpy, pandas, Keras in simple Deep Learning application at CERN

ChartsEffectiveness

cmake-examples

Useful CMake Examples

db.py

db.py is an easier way to interact with your databases

dec

eqpt

The Path to Nash Equilibrium

GLRM

interview-with-python

The ultimate in python interview preparation and coding practice.

klib

A standalone and lightweight C library

lectures

Oxford Deep NLP 2017 course

MLAlgorithms

Minimal and clean examples of machine learning algorithms

MVAD

Multi-Variate Anomaly Detection in R

nlp

:memo: This repository recorded my NLP journey.

numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

outliertree

(R, Python, C++) OutlierTree: Explainable outlier/anomaly detection through decision tree conditioning

python-multithreading-examples

Python Scripts on Multithreading. This repo shows us various usage of Python's threading module with different sets of requirements.

RegexGenerator

This project contains the source code of a tool for generating regular expressions for text extraction: 1. automatically, 2. based only on examples of the desired behavior, 3. without any external hint about how the target regex should look like

reinforcement-learning

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

RMT

scipy-lecture-notes

Tutorial material on the scientific Python ecosystem

statistical-thinking

Edits to the Catalysts for Change book, Statistical Thinking: A Simulation Approach to Modeling Uncertainty

timelinestoryteller

An expressive visual storytelling environment for presenting timelines on the web and in Power BI. Developed at Microsoft Research.

tutorial

Tutorial on Bayesian tests for Machine Learning

vega-lite

A concise grammar of interactive graphics, built on Vega.