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a2c

An Advantage Actor Critic Network for Continuous Control

adminlte

AdminLTE - Free admin dashboard template based on Bootstrap 4

alienfx

AlienFX is a CLI and GUI utility to control the lighting effects of your Alienware computer.

alienfxlite

:alien: A keyboard color management tool for Alienware laptops (written in Java with a C++ native library).

beam

LLM Beam Search Example Implementation

d3-timelines-chart

Timelines Chart

data-version-control

dc.js

Multi-Dimensional charting built to work natively with crossfilter rendered with d3.js

decision-transformer

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

deeprl

Modularized Implementation of Deep RL Algorithms in PyTorch

fast_feature_selection

Genetic algorithms and CMA-ES (covariance matrix adaptation evolution strategy) for efficient feature selection

fbomb

Mapping where in the world people drop the fBomb

filterpy

Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.

galatea

This was my private research codebase during grad school. After graduation I made it all public

graph-neural-networks

GNN implementations with PyG

graphgym

Platform for designing and evaluating Graph Neural Networks (GNN)

hnsw_visualization_tool

Visualize hnsw, faiss and other anns index

jmisb

jMISB is an open source Java library implementing various MISB standards.

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

klvdata

A Python library for parsing MISB ST 0601 Key Length Value (KLV) metadata.

liquid_time_constant_networks

Code Repository for Liquid Time-Constant Networks (LTCs)

llama-recipes

Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.

lmm_examples

mh-tracker

Track-Oriented Multiple Hypothesis Tracker

objectdetectioninvideo

Modification of the Tensorflow Object Detection API example that allows processing of a simulated video stream.

prius_ml_basics

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 ;)

prompt-engineering-guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

python_libraries

These are a list of various python libraries that I've created

pythonfilesearchtool

This is a simple set of tools for searching using a Jupyter Notebook.