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Tingdi Ren's starred repositories

CASdatasets

Datasets for the book Computational Actuarial Science with R

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The "Driver Coach" system is based on a camera, sensors and machine learning algorithms. It monitors car driver behaviour and provides feedback to improve road safety. The system can be part of a larger Road Safety ECO system sharing data between driver and organisations (Smart City).

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StochOptim

StochOptim is a Stochastic Optimization package with scenario-generation tools for two- and multi-stage problems

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quantecon-notebooks-python

A Repository of Notebooks for the Python Lecture Site

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Exploratory-Mean-Variance

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lagrangian-dual-deep-learning

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tensorflow_constrained_optimization

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cooper

A general-purpose, deep learning-first library for constrained optimization in PyTorch

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tiny-dc3

A tiny and generic implementation of DC3 for learning optimization with constraints

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CNF

Official Implementation of Constrained Neural Fields (CNF)

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finn

Fixed Integral Neural Network: a method for taking analytical integrals over neural networks.

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MonotonicNetworks

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rayen

Imposition of Hard Convex Constraints on Neural Networks

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constrained-deep-learning

Constrained deep learning is an advanced approach to training deep neural networks by incorporating domain-specific constraints into the learning process.

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awesome-ml-fairness

Papers and online resources related to machine learning fairness

Apache-2.06500

Awesome-DP-Fairness-ML-InfectionPrediction-papers

Awesome papers about differential privacy and fairness and machine learning and infection prediction

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fairml

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Reinforcement-Learning-for-Market-Making

Using tabular and deep reinforcement learning methods to infer optimal market making strategies

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options-pricing

Python code for pricing European and American options with examples for individual stock, index, and FX options denominated in USD and Euro. Jupyter notebooks for pricing options using free publicly available datasets.

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