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fdoperezi's Projects

deep_xf icon deep_xf

Package towards building Explainable Forecasting and Nowcasting Models with State-of-the-art Deep Neural Networks and Dynamic Factor Model on Time Series data sets with single line of code. Also, provides utilify facility for time-series signal similarities matching, and removing noise from timeseries signals.

defi icon defi

Tools for use in DeFi. Impermanent Loss calculations, staking and farming strategies, coingecko and pancakeswap API queries, liquidity pools and more

defi-pulse-adapters icon defi-pulse-adapters

DeFi Pulse Adapters - Official Repository so DeFi projects can keep their metrics up to date on DeFi Pulse

defi_pancakeswapbot icon defi_pancakeswapbot

Defi PancakeSwap bot is programmed in Python to buy and sell tokens in seconds once the target is hit.

deoldify icon deoldify

A Deep Learning based project for colorizing and restoring old images (and video!)

derm-ai icon derm-ai

Machine Learning for Skin Disease Classification

detectron2 icon detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

diabetic-retinopathy icon diabetic-retinopathy

A Django application developped for classification of a diabetes complication that affects eyes

diagrams icon diagrams

:art: Diagram as Code for prototyping cloud system architectures

dice icon dice

Generate Diverse Counterfactual Explanations for any machine learning model.

diffusers icon diffusers

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

dl-machine icon dl-machine

Scripts to setup a GPU / CUDA-enabled compute server with libraries for deep learning

dmd icon dmd

Python implementation of Dynamic Mode Decomposition (DMD) and Multi-Resolution Dynamic Mode Decomposition (mrDMD) algorithms

dmtk icon dmtk

Microsoft Distributed Machine Learning Tookit

dowhy icon dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

dqn icon dqn

This is a very basic DQN implementation, which uses OpenAI's gym environment and Keras/Theano neural networks.

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