Skip to content
View chris-santiago's full-sized avatar
5 followers · 6 following

Sponsoring

@pdm-project

Achievements

Achievement: Public SponsorAchievement: QuickdrawAchievement: YOLOAchievement: Pull Sharkx2

Achievements

Achievement: Public SponsorAchievement: QuickdrawAchievement: YOLOAchievement: Pull Sharkx2

Block or report chris-santiago

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
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 vime Public

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

    Python 2

  2. emonet emonet Public

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

    Jupyter Notebook 1 1

  3. dpipes dpipes Public

    Pythonic data pipelines

    Python

  4. steps steps Public

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

    Jupyter Notebook 6

  5. stringcluster stringcluster Public

    A Scikit-Learn style deduper.

    Jupyter Notebook

  6. RandomVariates.jl RandomVariates.jl Public

    A collection of random variate generators.

    Jupyter Notebook