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Thomas Simonini's Projects

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

blog icon blog

Public repo for HF blog posts

catdcgan icon catdcgan

A DCGAN that generate Cat pictures 🐱‍💻

deeprl-agents icon deeprl-agents

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

dgan-implementations icon dgan-implementations

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

dlfn_image_classification icon 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.

dnn-speech-recognizer icon dnn-speech-recognizer

Built a deep neural network that functions as part of an end-to-end automatic speech recognition (ASR) pipeline.

gan_implementations icon gan_implementations

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

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

gym-games icon gym-games

A gym version of various games for reinforcenment learning.

huggingface_sb3 icon huggingface_sb3

Additional code for Stable-baselines3 to load and upload models from the Hub.

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