Pavel (kalaidin)

kalaidin

Geek Repo

Company:Tinkoff

Location:Moscow

Home Page:http://kalaidin.github.io

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Pavel's repositories

ipytelegram

IPython magic for Telegram notifications

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sketches

HyperLogLog and other probabilistic data structures for mining in data streams

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caltech-ml-class

Caltech Machine Learning Class: learning from data

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t-digest

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

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titanic-cnn

Titanic: 1d-convolution on learned character embeddings

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stackoverflow

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

YouTokenToMe

Unsupervised text tokenizer focused on computational efficiency

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allen-ai-challenge

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

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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

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coursera-data-analysis

Coursera Data Analysis code

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diagrams

Charts in JSON

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dist-keras

Distributed deep learning with Keras and Apache Spark.

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gensim

Topic Modelling for Humans

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ggplot

ggplot for python

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hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

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julialang.github.com

Julia Project web site.

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kaggle-rainicorn

allstate-purchase-prediction-challenge@kaggle

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keras

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

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kerlym

KEras Reinforcement Learning gYM agents

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la4j

My fork of la4j - Linear Algebra for Java

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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.

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octo-diagrams

Test repo for diagrams.

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pyfm

Factorization Machines in Python

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scalacaster

Purely Functional Algorithms and Data Structures in Scala

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scikit-learn

My fork of scikit-learn: machine learning in Python

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smart_open

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

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t-digest-java

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

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unreal

Reinforcement learning with unsupervised auxiliary tasks

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word2gauss

Gaussian word embeddings

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