wcreus Goto Github PK

awesome-monte-carlo-tree-search-papers

A curated list of Monte Carlo tree search papers with implementations.

better-python-59-ways

Code Sample of Book "Effective Python: 59 Specific Ways to Write Better Pyton" by Brett Slatkin

books

Tool books for programming

champs-scalar-coupling

clustergcn

A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).

cookbook

The Data Engineering Cookbook

course-v3

The 3rd edition of course.fast.ai

courses-intro-to-unix-shell

Introduction to Shell for Data Science by Greg Wilson

cracking-the-coding-interview

:books: C++ and Python solutions with automated tests for Cracking the Coding Interview 6th Edition.

ctci-6th-edition-python

Cracking the Coding Interview 6th Ed. Python Solutions

ctci-solutions

Python solutions to Cracking the Coding Interview (6th edition)

data-science-at-the-command-line

Data Science at the Command Line

deep_reinforcement_learning_course

Implementations from the free course Deep Reinforcement Learning with Tensorflow

deepinsight

A general framework for interpreting wide-band neural activity

demo

this a demo repository

ensemble_amazon

Code to share different ensemble techniques with focus on meta-stacking , using data from Amazon.com - Employee Access Challenge kaggle competition

fastai

The fastai deep learning library, plus lessons and and tutorials

geneticalgorithmswithpython

source code from the book Genetic Algorithms with Python by Clinton Sheppard

gp4a

Code for NeurIPS 2019 paper: "Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes"

interpret

Fit interpretable models. Explain blackbox machine learning.

kagra

https://github.com/wcreus/KAGRA/blob/master/Diagram_Algo_Model_v1.0.pdf

learn-citrination

Training materials

leetcode

My solutions to the algorithm questions on leetcode.

matminer

data mining for Materials Science

matminer_examples

A repo of examples for the matminer (https://github.com/hackingmaterials/matminer) code

posts

A repository for code accompanying my Medium posts.

ppca_prml

practicalai

📚 A practical approach to machine learning.

pystacknet

python-interview-problems-for-practice

40+ Common code and interview problems solved in Python (it's growing...) Please go through the README.md before starting.