kalaidin

ipytelegram

IPython magic for Telegram notifications

sketches

HyperLogLog and other probabilistic data structures for mining in data streams

caltech-ml-class

Caltech Machine Learning Class: learning from data

t-digest

T-Digest: data structure for approximating quantiles online in Python

titanic-cnn

Titanic: 1d-convolution on learned character embeddings

data-streams-algorithms

stackoverflow

https://www.kaggle.com/c/predict-closed-questions-on-stack-overflow

YouTokenToMe

Unsupervised text tokenizer focused on computational efficiency

allen-ai-challenge

7th place @ The Allen AI Science Challenge, solution by Team Generation Gap

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

coursera-data-analysis

Coursera Data Analysis code

diagrams

Charts in JSON

dist-keras

Distributed deep learning with Keras and Apache Spark.

gensim

Topic Modelling for Humans

ggplot

ggplot for python

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

julialang.github.com

Julia Project web site.

kaggle-rainicorn

allstate-purchase-prediction-challenge@kaggle

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano and TensorFlow.

kerlym

KEras Reinforcement Learning gYM agents

la4j

My fork of la4j - Linear Algebra for Java

luigi

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

octo-diagrams

Test repo for diagrams.

pyfm

Factorization Machines in Python

scalacaster

Purely Functional Algorithms and Data Structures in Scala

scikit-learn

My fork of scikit-learn: machine learning in Python

smart_open

Utils for streaming large files (S3, HDFS, gzip, bz2...)

t-digest-java

A new data structure for accurate on-line accumulation of rank-based statistics such as quantiles and trimmed means

unreal

Reinforcement learning with unsupervised auxiliary tasks

word2gauss

Gaussian word embeddings