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banking_fraud_analysis

Fraud Detection Analysis for Banking Transactions. Advanced algorithms and machine learning models to analyze and identify fraudulent activities in financial transactions.

bayeasian-optimization

Bayesian Optimization for hyperparameter tuning in machine learning using a Jupyter Notebook. This repository demonstrates optimizing a Gradient Boosting Classifier with practical examples and clear explanations.

bentoml

Model Serving Made Easy

br-snake-identification-machinelearning

Identification of brazilian species of snake using Image Processing and Machine Learning

contes-concept-term-system

data-quality-great-expectation

deep-floorplan-recognition

State-of-the-art Floor Plan Recognition System. This innovative software utilizes advanced algorithms to accurately interpret and analyze architectural floor plans.

deepie

DeepIE: Deep Learning for Information Extraction

gpt-neo

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

gutenberg-dialog

Build a dialog dataset from online books in many languages

intelligent-chatbot-prolog

The application developed is a chatbot that simulates a presidential candidate. The chatbot is written in Prolog and aims to show the power of the language for use in AI

intelligent-housing-porfolio-optmization

Housing portolio optimization based on houses properties and survival analysis considering pricing and time on market (liquidity) .

lexnet

LexNET: Integrated Path-based and Distributional Method for Lexical Semantic Relation Classification

maikpaixao

motor-name-plate-detection

Code and resources for a computer vision project aimed at detecting and extracting information from motor nameplates.

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

nre-transformers

Neural relation extraction (NRE) system that utilizes Transformer models, specifically BERT, to identify and classify relationships between entities in text.

nubank-credit-risk-analysis

Data Science and Machine Learning based techniques to explore the credit card risk of users using the Nubank dataset.

openseq2seq

Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP

pylinguistics

Pylinguistics an open source tool to readability assessment of texts written in Portuguese and English.

re-net

Recurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge Graphs (EMNLP 2020)

real-time-voice-cloning

Clone a voice in 5 seconds to generate arbitrary speech in real-time

seafaring

Code for "Active Learning from the Web" (WWW 2023)

starspace

Learning embeddings for classification, retrieval and ranking.

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

xgboost-survival-embeddings

Improving XGBoost survival analysis with embeddings and debiased estimators