Peter Prettenhofer's repositories
pydata-gbrt-tutorial
IPython notebook for PyData SF 2014 tutorial: "Gradient Boosted Regression Trees in scikit-learn"
sklearn_pycon2014
Repository containing files for my PyCon 2014 scikit-learn tutorial.
dataset-shift-osdc16
Support material for my OSDC London 2016 talk on Dataset Shift in Machine Learning
aml-class-19
Lviv Data Science Summer School 2019 lecture on Automated Machine Learning
scikit-learn
scikit-learn main repo
grpc-kubernetes-skl-tutorial
A work-in-progress tutorial on how to expose a sklearn model via gRPC and deploy it via kubernetes
hackaton-sentiment-summarizer
A simple sentiment summarizer as a Chrome extension
ipython-notebooks
Collection of IPython Notebooks
batch-scoring
Batch scoring script for making predictions
cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
covid19model
Code for modelling estimated deaths and cases for COVID19.
detectron2
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
incubator-parquet-cpp
Mirror of Apache Parquet
scikit-optimize
Sequential model-based optimization with a `scipy.optimize` interface
sklearn-compiledtrees
Compiled Decision Trees for scikit-learn
sparklingpandas
Pandas On PySpark(POPS)
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.