patrick-oliveira

Patrick Oliveira's starred repositories

openai-cookbook

Examples and guides for using the OpenAI API

Language:MDXMIT5767200

XPINNs

Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonlinear Partial Differential Equations

MIT13200

PINNs

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

Language:PythonMIT347300

lightly

A python library for self-supervised learning on images.

Language:PythonMIT284600

analytics-handbook

Getting started with soccer analytics

Language:Jupyter NotebookMIT146200

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

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abhin4v.github.io

Source for abhinavsarkar.net

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reflex

🕸️ Web apps in pure Python 🐍

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codon

A high-performance, zero-overhead, extensible Python compiler using LLVM

Language:C++NOASSERTION1397900

lazypredict

Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning

Language:PythonMIT277500

data-analysis-with-polars

Public notebooks and datasets to accompany the Data Analysis with Polars course on Udemy

Language:Jupyter NotebookMIT3800

tensordict

TensorDict is a pytorch dedicated tensor container.

Language:PythonMIT67700

working-in-berlin

Useful resources for those who want to work for IT companies based in Berlin 🇩🇪

14000

yolov7

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

Language:Jupyter NotebookGPL-3.01304100

imutils

A series of convenience functions to make basic image processing operations such as translation, rotation, resizing, skeletonization, and displaying Matplotlib images easier with OpenCV and Python.

Language:PythonMIT451000

public-apis

A collective list of free APIs

Language:PythonMIT30235900

Optical-Reservoir-Computing-for-Chaotic-Time-Prediction

I tried a prediction of Mackey-Glass equation, which is chaotic time system, by optical reservoir computing model.

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Parallel-Reservoir-Computing-Network

A massively parallel echo state network to classify the MNIST dataset

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RNN-RC-Chaos

RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical systems.

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easyesn

Python library for Reservoir Computing using Echo State Networks

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Time-series-classification-and-clustering-with-Reservoir-Computing

Library for implementing reservoir computing models (echo state networks) for multivariate time series classification and clustering.

Language:PythonMIT32700

reservoirpy

A simple and flexible code for Reservoir Computing architectures like Echo State Networks

Language:PythonMIT38700

OimoPhysics

A cross-platform 3D physics engine

Language:JavaScriptMIT83700

information-theory-deep-learning

Resources and Implementations (PyTorch) for Information Theoretical concepts in Deep Learning

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ITAL

Information-Theoretic Active Learning

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machine-learning-book

Code Repository for Machine Learning with PyTorch and Scikit-Learn

Language:Jupyter NotebookMIT311700

pix-plot

A WebGL viewer for UMAP or TSNE-clustered images

Language:JavaScriptMIT58300

non-max-suppression-in-pytorch

How to implement Non Max Suppression (NMS) in PyTorch

1300

fastdup

fastdup is a powerful free tool designed to rapidly extract valuable insights from your image & video datasets. Assisting you to increase your dataset images & labels quality and reduce your data operations costs at an unparalleled scale.

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RektCAPTCHA

Automatically Solve ReCAPTCHA with YOLOv5

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