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Sarah Boufelja's Projects

practical-pytorch icon practical-pytorch

Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained

prophet icon prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

pykalman icon pykalman

Kalman Filter, Smoother, and EM Algorithm for Python

pymc3_vs_pystan icon pymc3_vs_pystan

Personal project to compare hierarchical linear regression in PyMC3 and PyStan, as presented at http://pydata.org/london2016/schedule/presentation/30/ video: https://www.youtube.com/watch?v=Jb9eklfbDyg

pytudes icon pytudes

Python programs, usually short, of considerable difficulty, to perfect particular skills.

reinforcement-learning-1 icon reinforcement-learning-1

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

rlai-exercises icon rlai-exercises

Exercise Solutions for Reinforcement Learning: An Introduction [2nd Edition]

rlss-2019 icon rlss-2019

Materials for the Practical Sessions of the Reinforcement Learning Summer School 2019: Bandits, RL & Deep RL (PyTorch).

rsw icon rsw

rsw: optimal representative sample weighting.

sample-notebooks icon sample-notebooks

Sample notebooks that are published by IBM for IBM Data Science Experience.

sau-explore icon sau-explore

Code for the NeurIPS 2021 paper "Deep Bandits Show-Off: Simple and Efficient Exploration with Deep Networkst"

selfcheckgpt icon selfcheckgpt

SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models

senseact icon senseact

SenseAct: A computational framework for developing real-world robot learning tasks

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