H4dr1en

jupyterflame

Bringing flamegraphs into jupyter notebooks for performance diagnosis

learning-curves

Python module to easily calculate, plot and interpret the learning curve of a machine learning model

autodoc

Auto generation of the documentation in a python project using Sphinx and github actions

bsub

python wrapper to submit jobs to bsub (and later qsub)

clearml-serving

ClearML - Model-Serving Orchestration and Repository Solution

cython_bbox

standalone cython_bbox borrowed from faster-rcnn

django-cursor-pagination

Cursor-based pagination for Django

dtreeviz

A python library for decision tree visualization and model interpretation.

examples

Examples, tutorials, and how-to guides

fastai

The fastai deep learning library, plus lessons and tutorials

fastclass

Little tools to download and then weed through images, delete and classify them into groups for building deep learning image datasets (based on crawler and tkinter)

flameprof

Flamegraph generator for cProfile stats

ga-hello-world

github-issue-templates

:symbols: A collection of GitHub issue and pull request templates

guarddog

:snake: :mag: GuardDog is a CLI tool to Identify malicious PyPI and npm packages

ignite

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

IRLS

Iteratively Reweighted Least Squares

ivy

The Unified Machine Learning Framework

joblib

Computing with Python functions.

lit-llama

Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

luigi

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

mlflow

Open source platform for the machine learning lifecycle

presentation-server

NodeJS Server for a Slide Viewer web app

pydantic

Data parsing and validation using Python type hints

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

scikit-learn

scikit-learn: machine learning in Python

serverPy

simple server with flask (currently used as a mockup)

trains

TRAINS - Auto-Magical Experiment Manager & Version Control for AI - NOW WITH AUTO-MAGICAL DEVOPS!

trains-agent

TRAINS Agent - Auto-Magical DevOps for Deep Learning (Simple AI Cluster Solution)

ultrapose

Official repository for the ICCV 2021 paper: UltraPose: Synthesizing Dense Pose with 1 Billion Points by Human-body Decoupling 3D Model.