Igor's repositories
99problems
Python 99p
ai-deadlines
AI conference deadline countdowns
awesome-deep-learning-papers
The most cited deep learning papers
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
awesome-python
A curated list of awesome Python frameworks, libraries and software
Bayesian-Modelling-in-Python
A python tutorial on bayesian modeling techniques (PyMC3)
Data-Analysis-and-Machine-Learning-Projects
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
datasharing
The Leek group guide to data sharing
dl-setup
Instructions for setting up the software on your deep learning machine
elements-of-python-style
Goes beyond PEP8 to discuss what makes Python code feel great. A Strunk & White for Python.
free-software-testing-books
List of free software testing books
genomicspapers
The Leek group guide to genomics papers
google-interview-university
A complete daily plan for studying to become a Google software engineer.
HowToBeAProgrammer
A guide on how to be a Programmer - originally published by Robert L Read
investing
Investing Returns on the Market as a Whole
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter textbook using Ipython Notebook. This book takes a minimally mathematical approach, focusing on building intuition and experience, not formal proofs. Includes Kalman filters, Extended Kalman filters, unscented filters, and more. Includes exercises with solutions.
lectures
Oxford Deep NLP 2017 course
Misc_ipynb
A collection of ipython notebooks I've made for various projects
MLAlgorithms
Minimal and clean examples of machine learning algorithms
nd101
:notebook: Deep Learning Nanodegree Foundation
pennx-robotics
:notebook: PennX: ROBO1x Robotics: Fundamentals
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 ;)
pythalesians
Python Open Source Financial Library to backtest trading strategies, plot charts, seamlessly download market data, analyse market patterns and much more!
python-for-engineers
Exercises and code from the Python For Engineers book
python-fundamentals
Materials for teaching the Python FUNdamentals workshop at UC Berkeley's D-lab
PythonForDataScience
PythonForDataScience
scientific_python_cheat_sheet
simple overview of python, numpy, scipy, matplotlib functions that are useful for scientific work
scripts
Container for various scripts that might be useful later
ud730
:notebook: Deep Learning