Projects with this topic
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Library for stochastic control
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Simple ML Project using regression models and KMeans clustering to predict Y from A and B, classify results, and expose predictions through a FastAPI API.
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A framework to train, validate and test regression models
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The efficient alternative to Neural Networks. Implements SLRM (Segmented Linear Regression Model) for neural compression and non-linear data modeling, achieving high precision with a fraction of the parameters of a traditional ANN.
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A bot to help with Linux kernel regression tracking: https://linux-regtracking.leemhuis.info/about/
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A TensorFlow/Keras neural network for regression on noisy sine wave data, predicting continuous values with real-time visualization of predictions and loss using Matplotlib.
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House Prices Competition on Kaggle
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Endgoal: a comparison of categorisation algorithms and techniques for a specific task (regression models for auction bidding data to determine bid categories) Most of the work: data preprocessing and aggregation
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An example of tabular data regression (parameter estimates) using TabNet
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My attempts to solve homework from the Moscow Institute of Physics and Technology course
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Collection of completed data-mining (university course) on python
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"Cloud container data analytics, statistical modeling, and machine learning on distributed databases". "A free opensource alternative to SPSS, SAS, MATLAB, PowerBI, Tableau and Alteryx". Runs on Linux, Windows, MacOS, and in the cloud via containers.
LaTeX statistics sas spss matlab Python R spark cloud gcp Oracle azure Amazon Web S... Kubernetes containers Docker ML machine lear... regression clustering TiDB Yugabyte MySQL MariaDB SQL sparkr pyspark RStudio - KNIME Anal... Apache Spark... PyTorch MXNet Chainer keras gluon Scikit-learn... ONNX MLOps - Anac... NumPy Ipython) StatsModels pytest dask Koalas API -... Tornado - Py... Altair Bokeh Jupyter Voila Plotly/Dash matplotlib Seaborn - C#... SASPy - R: T... ggplot2 shiny dash Sparklyr BlueSky Stat... Jamovi - Int... vs code Vim - Tableau TabPy Tableau Buil... Python) - PL... SQL Developer PostgreSQL MySQL/MariaDB pgAdmin4 dbeaver MySQL Workbench Spark SQL Delta Lake Angular 2+ React .NET Core JavaScript (JS) Typescript (TS) Blazor Razor html5 CSS3 AWS EC2 Servers docker-compose podman Red Hat Ente... Oracle Linux fedora centos Ubuntu (WSL 2) debian Kestrel nginx Apache web s... jira Git Gitlab CI/CD... Code Climate... Ansible helm Terraform Cloudera Dat... nifi blender godot MS OfficeUpdated -
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Python wrapper of sklearn to simplify most frequently tasks to do nonlinear regressions
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Simple Facial recognition with PCA from scratch (c++ and python). Academic Project
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Multimodal Brain Tumor Segmentation (BRATS) Challenge 2019
Training of deep networks for medical image segmentation tasks Network and training strategy that relies on the strong use of data augmentationUpdated -
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A VERY early alpha, don't use. Or use, but refactor first and send a PR.
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A replacement for patsy better suitable for fully automated use
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