Feature Engineering and Predictive Modeling for Financial Time Series Data
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Aug 4, 2020 - Jupyter Notebook
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skorch
Here are 13 public repositories matching this topic...
This repository shows an example of the usability of SKORCH to train a PyTorch model making use of different capabilities of the scikit-learn framework.
wrapper neural-network scikit-learn pytorch wrapper-library pytorch-tutorial pytorch-implementation skorch
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Nov 11, 2020 - Python
Deep Learning (PyTorch) Models Deployment using SQL databases
mysql machine-learning sql deep-learning deployment postgresql oracle databases torch pytorch lstm gru layer linear rnn sqlserver recurrent convolutional in-database skorch
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Jul 25, 2021 - Python
Your digital assistant for meeting new people 👬🏼
react android ios typescript react-native text-classification lstm neural-networks attention-mechanism final-year-project skorch
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Apr 24, 2020 - TypeScript
Utilities for scikit-learn. Append prediction to x, append prediction to x single, append x prediction to x, compose var estimator, data frame wrapper, drop by noise prediction, drop missing rows y, dummy regressor var, estimator wrapper base, excluded column transformer pandas, feature union pandas, id transformer, included column transformer pand
python scikit-learn sklearn regression torch pandas pytorch pca feature-engineering sklearn-compatible multioutput tqdm catboost feature-engine skorch
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Dec 23, 2024 - Python
Train a simple CNN for handwritten digit classification.
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Dec 4, 2023 - Jupyter Notebook
Notebook to show the usage of skorch to wrap PyTorch models for making them sklearn compatible.
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May 22, 2019 - Jupyter Notebook
PyTorch application for regression task
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Apr 8, 2024 - Jupyter Notebook
A neural network-based crop recommendation system leveraging soil and environmental data. Achieved 98% accuracy through hyperparameter tuning and evaluation of two architectures with 2 and 5 hidden layers.
deep-learning neural-network agriculture sklearn pytorch precision-agriculture skorch crop-recommendation
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May 1, 2024 - Jupyter Notebook
Jacobian regularisation for neural networks (PyTorch) and hyperparameter tuning with Skorch
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May 31, 2022 - Python
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Jun 3, 2023 - Python
A microservices-based architecture bank application that includes back-end and front-end applications, as well as a binary classification model, smart contracts to store data on-chain and TheGraph subgraphs.
docker flask typescript dapp poetry pytorch solidity classification react-js express-js hexagonal-architecture foundry next-js hardhat skorch the-graph turborepo ethers-js wagmi viem
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Dec 24, 2023 - TypeScript
Build machine learning model to predict the character of each image.
python machine-learning exploratory-data-analysis pytorch mnist image-classification skorch cleanlab
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Apr 20, 2023 - HTML
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