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@pdm-project

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Achievements

Achievement: Public SponsorAchievement: QuickdrawAchievement: YOLOAchievement: Pull Sharkx2

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chris-santiago/README.md

💻 Projects

Python R Julia

Deep Learning
Title Tech
Self-Supervised Representation Learning PyTorch WandB Hydra
SCARF: Self-Supervised Contrastive Learning Using Random Feature Corruption PyTorch WandB Hydra
MET: Masked Encoding for Tabular Data PyTorch WandB Hydra transformers
VIME: Value Imputation and Mask Estimation PyTorch WandB Hydra
Emonet: Emotion Recognition with CNN-LSTM PyTorch WandB transformers SpeechBrain
Natural Language Processing
Title Tech
Deduping Scikit-Learn Pandas
Topic Modeling PyTorch transformers Gensim UMAP BERT
Bookmarks Clustering (LLM)) OPENAI UMAP BERT AIOHTTP
Bookmarks Clustering (old) Scikit-Learn Gensim spaCy AIOHTTP NLTK
Scikit-Learn Extensions
Title Tech
Stepwise Regression Feature Selector Scikit-Learn Numpy
H2O Estimators Scikit-Learn H2O
Time Series Transformers Scikit-Learn Statsmodels
Other PyPi Packages
Title Tech
Pythonic Data Pipelines Pandas Polars
Quick HTML Reports Pandas Bokeh hvPlot Jinja
From Scratch
Title Tech
RandomVariates Julia
ISOMAP Decomposition Numpy SciPy
Low-Rank GMM Numpy SciPy
K-Means/Medoids from Scratch Numpy SciPy
Decision Tree Python
Finance Stuff
Title Tech
Scraping SEC Filings Pandas AIOHTTP BS4
Mutual Fund Anomaly Detection Scikit-Learn TensorFlow Bokeh t-SNE
Manning liveProjects
Title Tech
Causal Inference Pandas Statsmodels
Anomaly Detection Scikit-Learn Docker FastAPI Prometheus Grafana
DeepRecommender Scikit-Learn PyTorch TensorFlow Gensim

Pinned Loading

  1. vime Public

    Reproducing the VIME framework for self- and semi-supervised learning to tabular domain.

    Python 2

  2. emonet Public

    CNN-LSTM model for audio emotion detection in children with adverse childhood events.

    Jupyter Notebook 1 1

  3. dpipes Public

    Pythonic data pipelines

    Python

  4. steps Public

    A SciKit-Learn style feature selector using best subsets and stepwise regression.

    Jupyter Notebook 5

  5. stringcluster Public

    A Scikit-Learn style deduper.

    Jupyter Notebook

  6. RandomVariates.jl Public

    A collection of random variate generators.

    Jupyter Notebook

64 contributions in the last year

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Contribution activity

March 2025

Opened 1 pull request in 1 repository
chris-santiago/cookie 1 closed
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