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Sergio Charles's Projects

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧠 Implementations/tutorials of deep learning papers with side-by-side notes; including transformers (original, xl, switch, feedback, vit), optimizers(adam, radam, adabelief), gans(dcgan, cyclegan, stylegan2), reinforcement learning (ppo, dqn), capsnet, distillation, etc.

auto-ui icon auto-ui

Official implementation for "You Only Look at Screens: Multimodal Chain-of-Action Agents" (stay tuned and more will be updated)

classifly icon classifly

Core ML Yellow Fever model iOS application using drone data.

darts icon darts

Differentiable architecture search for convolutional and recurrent networks

drlformm icon drlformm

This repository contains the main code used in the paper "Deep Reinforcement Learning for Market Making Under a Hawkes Process-Based Limit Order Book Model"

fadee icon fadee

FADEE: Faster Adaptation for Decoupled Exploration and Exploitation

friday icon friday

An self-improving embodied conversational agent seamlessly integrated into the operating system to automate our daily tasks.

glue-baselines icon glue-baselines

[DEPRECATED] Repo for exploring multi-task learning approaches to learning sentence representations

gpt-2 icon gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

gpt-3 icon gpt-3

GPT-3: Language Models are Few-Shot Learners

gpt3-sandbox icon gpt3-sandbox

The goal of this project is to enable users to create cool web demos using the newly released OpenAI GPT-3 API with just a few lines of Python.

haystack icon haystack

:mag: Transformers at scale for question answering & search

lamanas icon lamanas

Loss and Model Agnostic Meta Neural Architecture Search

lnas icon lnas

Lottery Ticket Neural Architecture Search

nemo icon nemo

NeMo: a toolkit for conversational AI

neuralnet_ode icon neuralnet_ode

Neural network differential equation solver library project

olivia icon olivia

💁‍♀️Your new best friend powered by an artificial neural network

randwirenn icon randwirenn

Implementation of: "Exploring Randomly Wired Neural Networks for Image Recognition"

ricci-curvature icon ricci-curvature

Research on The Time Evolution of Ricci Scalar Curvature in the Late Epoch for a  CDM-Parameterized Universe

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