piEsposito

blitz-bayesian-deep-learning

A simple and extensible library to create Bayesian Neural Network layers on PyTorch.

pytorch-lstm-by-hand

A small and simple tutorial on how to craft a LSTM nn.Module by hand on PyTorch.

transformers-low-code-experiments

Low-code pre-built pipelines for experiments with huggingface/transformers for Data Scientists in a rush.

vertex-ai-tutorials

Tutorials for Vertex AI tools

br-quad-2.0

Stanford Question Answering Dataset (SQuAD) 2.0 translated to Brazilian Portuguese (PT-BR) language.

TanD

TanD - Train and Deploy is a no-code framework to automatize the Machine Learning workflow.

chatgpt-conversation-exporter

Lets you export your ChatGPT conversations with CTRL+J

bayesian-torch

Bayesian-Torch is a library of neural network layers and utilities extending the core of PyTorch to enable the user to perform stochastic variational inference in Bayesian deep neural networks

piEsposito

tfx-tutorial-medium

Repo for a TFx Tutorial on my Medium

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

nlp-sentiment-analysis-turing-talks

Jupyter Notebook for Turing Talks: "Análise de sentimento usando LSTM no PyTorch"

probability

Probabilistic reasoning and statistical analysis in TensorFlow

keras

Deep Learning for humans

langchain

⚡ Building applications with LLMs through composability ⚡

plot_metric

Python package to simplify plotting of metric like ROC curve, confusion matrix etc..

policy-gradients-doom

This is a complementary repo to my Medium post on using a PG approach to Doom life gathering env.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

retail-video-analytics-data-collector

It captures data from your webcam and infers on each face Gender, Age, Emotion and Head Pose using OpenVINO optimized neural network. Planned to be used in retail.

stable-diffusion-webui

Stable Diffusion web UI

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

webdataset

A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.