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Christian's Projects

alpa icon alpa

Auto parallelization for large-scale neural networks

amazon-sagemaker-examples icon amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

auto-sklearn-tutorial icon auto-sklearn-tutorial

Small tutorial on auto-sklearn which is an automated machine learning toolkit and a drop-in replacement for a scikit-learn estimator.

auto_ml_supervised_from_scratch icon auto_ml_supervised_from_scratch

This repository contains code for an automated machine learning (AutoML) pipeline for supervised learning. The pipeline is implemented from scratch using Python and the scikit-learn library.

bark icon bark

🔊 Text-Prompted Generative Audio Model

full_automl_pycaret_streamlit icon full_automl_pycaret_streamlit

This repository contains code for a full-blown AutoML pipeline using PyCaret and Streamlit. The pipeline automatically selects the best machine learning algorithm for a given dataset, and then deploys the model to a Streamlit app.

gpt-2 icon gpt-2

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

gpt-2-pytorch icon gpt-2-pytorch

Simple Text-Generator with OpenAI gpt-2 Pytorch Implementation

gpt-neo icon gpt-neo

An implementation of model parallel GPT-2 and GPT-3-style models using the mesh-tensorflow library.

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.

marketing_funnels_gestor icon marketing_funnels_gestor

This repository contains a Streamlit dashboard connected to a sqlite db and allow thecreation and administration of marketing funnels

public_contracts_evaluation_umap_tsnet icon public_contracts_evaluation_umap_tsnet

This repository contains the code and data for a project that evaluates the transparency of public contracting in Colombia. The project compares two methodologies for reducing the dimensionality of data: tsnet and umap.

s2ml-art-generator icon s2ml-art-generator

Two notebooks which allow the use of VQGAN+CLIP as well as CLIP-guided diffusion for generating images from text or image prompts. Includes ESRGAN implementation for upscaling and ffmpeg for video generation.

simswap icon simswap

The official project of SimSwap (ACM MM 2020)

tecogan icon tecogan

This repo will contain source code and materials for the TecoGAN project, i.e. code for a TEmporally COherent GAN

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