Starred Repositories
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PaCMAP: Large-scale Dimension Reduction Technique Preserving Both Global and Local Structure
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Code repository for the NeurIPS 2024 paper "Navigating the Effect of Parametrization for Dimensionality Reduction".
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Author's PyTorch implementation of TD3 for OpenAI gym tasks
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Python translation of algorithm design manual C code.
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Code for the book Grokking Algorithms (https://www.amazon.com/dp/1633438538)
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A curated list of awesome places to learn and/or practice algorithms.
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Collection of scripts and tools related to machine learning
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A Grammar of Graphics for Python
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Library of autoencoders for sequential data
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A PyTorch Implementation of Generating Sentences from a Continuous Space by Bowman et al. 2015.
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PyTorch Dual-Attention LSTM-Autoencoder For Multivariate Time Series
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A Collection of Variational Autoencoders (VAE) in PyTorch.
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Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
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A simple tutorial of Variational AutoEncoders with Pytorch
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A Python toolkit/library for reality-centric machine/deep learning and data mining on partially-observed time series, including SOTA neural network models for scientific analysis tasks of imputation/classification/clustering/forecasting/anomaly detection/cleaning on incomplete industrial (irregularly-sampled) multivariate TS with NaN missing values
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JavaScript implementation of UMAP
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Tensors and Dynamic neural networks in Python with strong GPU acceleration
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Flax is a neural network library for JAX that is designed for flexibility.
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Mamba SSM architecture
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Simple Python wrapper for the Riot Games API for League of Legends
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🔮 🔈 Visual Sorting (aka "The Sound Of Sorting") is a tool that provides a visualization of sorting algorithms, accompanied by an auditory experience.
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TopicGPT: A Prompt-Based Framework for Topic Modeling (NAACL'24)
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A collection of useful .gitignore templates
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The source code that powers readthedocs.org
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Python script to convert m4a's to mp3's in bulk
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A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
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A Bibliometric and Scientometric Python Library Powered with Artificial Intelligence Tools