Vishnu Vemuru's starred repositories
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
system-design
A resource to help you pass system design interview and become good at work
scientific-visualization-book
An open access book on scientific visualization using python and matplotlib
BayesianOptimization
A Python implementation of global optimization with gaussian processes.
industry-machine-learning
A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
Deep-Learning-in-Production
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
Machine-Learning-Interviews
This repo is meant to serve as a guide for Machine Learning/AI technical interviews.
statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
mlops-course
Learn how to design, develop, deploy and iterate on production-grade ML applications.
scikit-optimize
Sequential model-based optimization with a `scipy.optimize` interface
cvxpylayers
Differentiable convex optimization layers
lsp-bridge
A blazingly fast LSP client for Emacs
pytorch-fm
Factorization Machine models in PyTorch
spacetimeformer
Multivariate Time Series Forecasting with efficient Transformers. Code for the paper "Long-Range Transformers for Dynamic Spatiotemporal Forecasting."
streamlit-pydantic
🪄 Auto-generate Streamlit UI from Pydantic Models and Dataclasses.
squirrel-core
A Python library that enables ML teams to share, load, and transform data in a collaborative, flexible, and efficient way :chestnut:
StorageVET
StorageVET 2.0 is a valuation model for analysis of energy storage technologies and some other energy resources paired with storage. The tool can be used as a standalone model, or integrated with other power system models, thanks to its open-source Python framework. Download the executable environment and learn more at https://www.storagevet.com.
awesome-emacs
A community driven list of useful Emacs packages, libraries and others.
investment-funnel
Investment Funnel 📈 is an open-source python platform designed for an easy development and backtesting of outperforming investment strategies.
Simscape-Battery-Library
A Li-ion battery library written in Matlab Simscape language. Battery models include: TSPMeA, TSPMe, TECMD, TECM and a few utility components
causal_ccm
Package implementing Convergent Cross Mapping for causality inference in dynamical systems