Peter Prettenhofer (pprett)

pprett

Geek Repo

Location:Vienna, Austria

Home Page:http://sites.google.com/site/peterprettenhofer/

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Organizations
scikit-learn

Peter Prettenhofer's repositories

nut

Natural language Understanding Toolkit

pydata-gbrt-tutorial

IPython notebook for PyData SF 2014 tutorial: "Gradient Boosted Regression Trees in scikit-learn"

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sklearn_pycon2014

Repository containing files for my PyCon 2014 scikit-learn tutorial.

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dataset-shift-osdc16

Support material for my OSDC London 2016 talk on Dataset Shift in Machine Learning

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aml-class-19

Lviv Data Science Summer School 2019 lecture on Automated Machine Learning

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scikit-learn

scikit-learn main repo

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pyFM

Factorization machines in python

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grpc-kubernetes-skl-tutorial

A work-in-progress tutorial on how to expose a sklearn model via gRPC and deploy it via kubernetes

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hackaton-sentiment-summarizer

A simple sentiment summarizer as a Chrome extension

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ipython-notebooks

Collection of IPython Notebooks

batch-scoring

Batch scoring script for making predictions

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cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

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cm_ext

Cloudera Manager Extensibility Tools and Documentation.

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covid19model

Code for modelling estimated deaths and cases for COVID19.

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detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

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hdfs

API and command line interface for HDFS

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incubator-parquet-cpp

Mirror of Apache Parquet

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joblib

Python function as pipeline jobs.

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libhdfs3

libhdfs3 a native c/c++ hdfs client

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lightning

Large-scale linear classification and regression in Python/Cython.

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pycolmap

Python bindings for COLMAP

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scikit-optimize

Sequential model-based optimization with a `scipy.optimize` interface

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serving

A flexible, high-performance serving system for machine learning models

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sklearn-compiledtrees

Compiled Decision Trees for scikit-learn

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spark

Mirror of Apache Spark

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sparklingpandas

Pandas On PySpark(POPS)

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vowpal_wabbit

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

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