PierreCounathe

deep-rl-class

This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.

Droughts-Forecasting

Predicting droughts with a 6-weeks lead time with a lstm, using weather data, soil data.

Financial-Time-Series-Generation-Frequency-GANs

Generation of financial time series using GANs. From QuantGAN, TAGAN, and TTGAN, devised generators and discriminators acting in the frequency domain instead of the time domain. The time domain discriminator allows for better replication of autocorrelation patterns.

Globally-and-Locally-Consistent-Image-Completion-Pytorch-Implementation

Implementation of the Globally and Locally Consistent Image Completion paper (http://dx.doi.org/10.1145/3072959.3073659) in Pytorch

Gymnasium

An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

NBA-games-visualization-and-shooting-success-probability

This Sports Analytics project aims at creating a visualization tool for basketball games, incorporating the shooting success probability at any time.

PierreCounathe

pierrecounathe.github.io

This repo contains my personal website

Real-Estate-Pricing-Optimization-Under-Financial-Constraints

This repository contains a high-level description of a Pricing Optimization project in Real Estate (RE). The scope of this project ranges from data scraping, to single-point market value prediction for RE assets, to time-on-market or time-to-sell prediction given a price, to price optimization.

Reinforcement-Learning-for-Nim-Game

The Nim game is a mathematical strategy game in which two players take turns removing sticks from distinct heaps. The player who removes the last stick loses. As a game in which states are fully observable and with much reduced state and action spaces compared to chess, it is the perfect game to code a Q-Learning RL agent from scratch.

PierreCounathe/Globally-and-Locally-Consistent-Image-Completion-Pytorch-Implementation

Implementation of the Globally and Locally Consistent Image Completion paper (http://dx.doi.org/10.1145/3072959.3073659) in Pytorch

PierreCounathe/Real-Estate-Pricing-Optimization-Under-Financial-Constraints

This repository contains a high-level description of a Pricing Optimization project in Real Estate (RE). The scope of this project ranges from data scraping, to single-point market value prediction for RE assets, to time-on-market or time-to-sell prediction given a price, to price optimization.

PierreCounathe/NBA-games-visualization-and-shooting-success-probability

This Sports Analytics project aims at creating a visualization tool for basketball games, incorporating the shooting success probability at any time.

PierreCounathe/Reinforcement-Learning-for-Nim-Game

The Nim game is a mathematical strategy game in which two players take turns removing sticks from distinct heaps. The player who removes the last stick loses. As a game in which states are fully observable and with much reduced state and action spaces compared to chess, it is the perfect game to code a Q-Learning RL agent from scratch.

PierreCounathe/deep-rl-class

This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.

PierreCounathe/Droughts-Forecasting

Predicting droughts with a 6-weeks lead time with a lstm, using weather data, soil data.

PierreCounathe/Financial-Time-Series-Generation-Frequency-GANs

Generation of financial time series using GANs. From QuantGAN, TAGAN, and TTGAN, devised generators and discriminators acting in the frequency domain instead of the time domain. The time domain discriminator allows for better replication of autocorrelation patterns.

PierreCounathe/Gymnasium

An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

PierreCounathe/PierreCounathe

PierreCounathe/pierrecounathe.github.io

This repo contains my personal website

PierreCounathe/Transformer-From-Scratch