Discover @simoninithomas Open Source projects

Thomas Simonini (@simoninithomas)

simoninithomas

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Deep_reinforcement_learning_Course

Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

Jupyter Notebook

awesome-ai-tools-for-game-dev

A curated list of awesome AI tools for game developers

CatDCGAN

A DCGAN that generate Cat pictures 🐱‍💻

Jupyter Notebook

unity_ml_agents_course

Learn to create agents in Unity ML using Deep Reinforcement Learning with Tensorflow.

the_mayan_adventure

The Mayan Adventure is an open-source reinforcement learning environment for Unity ML-Agents. In this environment, you train your agent (Indie) to find the golden statue in this dangerous environment full of traps.

jammo_the_robot

Time-series-prediction-and-text-generation

Built RNNs that can generate sequences based on input data - with a focus on two applications: used real market data in order to predict future Apple stock prices using an RNN model. The second one will be trained on Sir Arthur Conan Doyle's classic novel Sherlock Holmes and generates wacky sentences based on it that may - or may not - become the next great Sherlock Holmes novel.

Jupyter Notebook

AI_NANODEGREE-Computer-Vision-Capstone-Project-Facial-Keypoint-Detection-and-Real-time-Filtering

A CNN that make facial keypoint detection and real time filtering

Jupyter Notebook

ml-agents-snowball-fight

A multi-agent environment using Unity ML-Agents Toolkit

Baselines_icm

[Work in Progress] ICM plugin for OpenAI Baselines

MLAgents-Tanks

A multi-agent environment using Unity ML-Agents Toolkit where two agents compete in a 1vs1 tank fight game

cifar-10-classifier-pytorch

A simple cifar-10 classifier with PyTorch

Jupyter Notebook

Dog-Breed-Classifier

Convolutional Neural Network that recognizes dog breeds

Jupyter Notebook

News-Crawler-Parse-Backend

This is a crawler made with Scrapy.py to crawl french news articles and send them in your Parse.com backend

Test_doom_dqn

deep_q_learning

A DQL implementation with keras

Jupyter Notebook

style-transfer-pytorch

A Style Transfer agent that applies La Joconde's style to any picture [PROTOTYPE]

Jupyter Notebook

squad_v1.1_for_question_generation

GAN_implementations

Some GAN (Generative Adversarial Networks) implementations to generate MNIST images

Jupyter Notebook

Policy_gradients_CartPole

A Policy Gradient Learning with CartPole-v0 for Siraj Raval's challenge

Jupyter Notebook

DLFN_Face_generator

A Generative Adversarial Network that generate human faces

Jupyter Notebook

NewsSwipe

This version is for educational purposes only. The goal is to learn to create android applications with network. I create this app with the help of the excellent course : Udacity Android basics : networking

NewsSwipeWebsiteV1.0

First version of NewsSwipe website december 2015

deep-rl-course

DLFN_Language_Translation

A Seq-to-seq model that translates English to French

LittleCoffeeShop

Little Coffee Shop is an app that helps you to order in a coffee shop called "Little Coffee Shop".

DLFN_Generate_The_Simpsons_Scripts

An RNN that generates new scripts for the Simpsons' tv show

SimpleLinearRegression_PhiladelphiaRateCrime_HousePricePrediction

This Machine Learning model helps us to predict of houses prices in Philadelphia region based on crime rate.

Jupyter Notebook

Where_is_my_cat

A series of YOLO experimentations using DarkFlow

DGAN-Implementations

Some DGAN (Deep Generative Adversarial Networks) implementations to generate human faces

Jupyter Notebook

PlayBot_BackEnd

Playbot API in NodeJS

PlayBot_website

Website for a fake project : Playbot a bot that proposes games based on user tastes

sonictest

simonini_thomas_website

First version on my personal website

simonini_thomas_website_new

My new personal website

NihongoHanasuKotoGaDekimasu

Android app to learn some basic Japanese vocabulary. Created with the help of the Udacity's course : Android basics, Multiscreen apps

DLFN_First_neural_network

Deep Learning Foundations Nanodegree. Udacity Project 1: Your first neural network

Policy-Gradient-Doom--

Policy Gradient based agent that tries to survive in an hostile environement by collecting health.

Jupyter Notebook

tanks

StockHawk

An Android App that displays stock prices

NewsAppRV

NewsAppRV is a demo app made as an example for the article RecyclerView made easy.

PlayBot

PlayBot is an AI that propose games based on user tastes

MoviesHuntNano

Movies Hunt is an Android app that helps user to find the next movie to watch.

DLFN_Image_classification

In this project, you'll classify images from the CIFAR-10 dataset. The dataset consists of airplanes, dogs, cats, and other objects. The dataset will need to be preprocessed, then train a convolutional neural network on all the samples. You'll normalize the images, one-hot encode the labels, build a convolutional layer, max pool layer, and fully connected layer. At then end, you'll see their predictions on the sample images.