m-dz Goto Github PK

adv-r

Advanced R programming: a book

apc

Python Package for Age-Period-Cohort and extended Chain-Ladder Analysis

artistic-style-transfer

Convolutional neural networks for artistic style transfer.

autograd

Efficiently computes derivatives of numpy code.

awesome-community-detection

A curated list of community detection research papers with implementations.

bayesoptjournalclub

Code for a London Data Science Journal Club about Bayesian optimisation

bgg_viz

Visualising the top 500 board games on Board Game Geek

blackbox

A Python module for parallel optimization of expensive black-box functions

caret

caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models

cifar-10-wrn

Using Wide Residual Networks to get state-of-the-art results in CIFAR-10 dataset

classifierplots

Generates a visualization of binary classifier performance as a grid of diagonstic plots with just one function call

data-science-lunch-and-learn

Resources for weekly Data Science Lunch & Learns

dateutil

Useful extensions to the standard Python datetime features

deep-learning-models

Keras code and weights files for popular deep learning models.

deep-photo-styletransfer

Code and data for paper "Deep Photo Style Transfer": https://arxiv.org/abs/1703.07511

dsf2020

Data Science Festival Workshop 7 November 2020 – Building a fashion recommender using Tensorflow/Keras with ASOS.

empirical-bayes-book

Introduction to Empirical Bayes: Examples from Baseball Statistics

example-models

Example models for Stan

generative_art

A collection of my generative artwork, mostly with Processing in Python mode

hands-on-ml-precision-recall-predicting-pneumonia-in-x-rays

hdbscan

A high performance implementation of HDBSCAN clustering.

image_keras

Building an image classifier using keras

industry-machine-learning

A curated list of applied machine learning and data science notebooks and libraries across different industries.

kubernetes-talk

python in london

learning-spark

Example code from Learning Spark book

lectures

Oxford Deep NLP 2017 course

list_of_recommender_systems

A List of Recommender Systems and Resources

mcmc_pydata_london_2019

PyData London 2019 Tutorial on Markov chain Monte Carlo with PyMC3

mdaddins

Misc. RStudio addins

mdmisc

Miscellaneous utility functions, mainly for data.tables