alexshmmy

quantstats

Portfolio analytics for quants, written in Python

TorchCP

A Python toolbox for conformal prediction research on deep learning models, using PyTorch.

safety-gymnasium

NeurIPS 2023: Safety-Gymnasium: A Unified Safe Reinforcement Learning Benchmark

mamba

Mamba SSM architecture

llama_index

LlamaIndex is a data framework for your LLM applications

MambaStock

MambaStock: Selective state space model for stock prediction

mpc-cbf

Model Predictive Control with discrete-time Control Barrier Functions (MPC-CBF) for a wheeled mobile robot.

MAPIE

A scikit-learn-compatible module to estimate prediction intervals and control risks based on conformal predictions.

Elastic-DT

[NeurIPS 2023] Implementation of Elastic Decision Transformer

off-policy

PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.

PyTeLo

ChatDev

Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration)

gorilla

Gorilla: An API store for LLMs

colab-connect

Connect to Google Colab VM from your local VSCode

Google-Colab-Shell

Now you can open shell in Google Collab

decision-transformer

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

mobile-env

An open, minimalist Gymnasium environment for autonomous coordination in wireless mobile networks.

autogen

A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

kmeans_pytorch

kmeans using PyTorch

pytorch-deep-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

mistral-inference

Official inference library for Mistral models

rl

A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

cem-torch

Cross Entropy Method (CEM) implemented under Pytorch, supporting batch dimension and receding horizon style optimization.

cross_entropy_method

Implementation of Cross Entropy Method

pytorch_mppi

Model Predictive Path Integral (MPPI) with approximate dynamics implemented in pytorch

ISLR-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

TakeHomeDataChallenges

My solution to the book <A collection of Data Science Take-home Challenges>

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.