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100-days-of-ml-code

100 Days of ML Coding

alibi-detect

Algorithms for outlier, adversarial and drift detection

applicationize

Converts your favorite web apps into desktop apps with their own dedicated launcher icon.

besthope-ios

better-python-59-ways

Code Sample of Book "Effective Python: 59 Specific Ways to Write Better Pyton" by Brett Slatkin

brightwind

Python library containing wind analysis functions

data-science-at-the-command-line

Data Science at the Command Line

data-streams-online-classification-weka-moa-algorithms

iGNGSVM, OI-SVM, GNG and ENN developed in MOA/WEKA.

datadrivencv

R package for building customizable CVs from spreadsheets

decisiontrees

High performance implementations of gradient boosting, random forests, etc. in Go

docker-spark-cluster

A simple spark standalone cluster for your testing environment purposses

evidently

Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b

finserv-application-blueprint

Example blueprint application for processing high-speed trading data.

frouros

Frouros: an open-source Python library for drift detection in machine learning systems.

generative_agents

Generative Agents: Interactive Simulacra of Human Behavior

groch-moa

This repository contains the implementation of GroCH, iGNGSVM and RCARF, and scripts to run parameter-tuning for the MOA implementation GroCH in an HPC cluster using SLURM.

growingneuralgas

Simple implementation of the "growing neural gas" artificial neural network

hmmweka

A Hidden Markov Model package for the Weka machine learning toolkit

java

Aplicaciones java sueltas

mahalanobis-for-weka

An implementation of the mahalanobis distance metrics suitable for integration in weka.

markovify

A simple, extensible Markov chain generator.

minbpe

Minimal, clean, code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

nannyml

Detecting silent model failure. NannyML estimates performance with an algorithm called Confidence-based Performance estimation (CBPE), developed by core contributors. It is the only open-source algorithm capable of fully capturing the impact of data drift on performance.

neuralwarp

A supporting website for the paper "NeuralWarp: Time-Series Similarity with Warping Networks"

nim

Nim is a compiled, garbage-collected systems programming language with a design that focuses on efficiency, expressiveness, and elegance (in that order of priority).

onlinestats.jl

Single-pass algorithms for statistics

palm-rlhf-pytorch

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

pandas_talib

A Python Pandas implementation of technical analysis indicators

pddl

pddl assignments

pokemongo-map

Live visualization of all the pokemon in your area... and more!