a3digit Goto Github PK

deeplearn

Implementation of research papers on Deep Learning+ NLP+ CV in Python using Keras, Tensorflow and Scikit Learn.

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.

diagrammer

Create graph diagrams and flowcharts using R.

docker_images

Docker & Data Science

dotmesh

dotmesh (dm) is like git for your data volumes (databases, files etc) in Docker and Kubernetes

dplyr

Dplyr: A grammar of data manipulation

druid

Column oriented distributed data store ideal for powering interactive applications

drwhy

DrWhy is the collection of tools for Explainable AI (XAI). It's based on shared principles and simple grammar for exploration, explanation and visualisation of predictive models.

dvc

🦉Data Version Control | Git for Data & Models

easyagents

Reinforcement Learning for Practitioners.

elastic_analytics

Supplementary materials on integrating Elasticsearch and R/Python

fastai

The fastai deep learning library, plus lessons and and tutorials

fiber

Distributed Computing for AI Made Simple

flask_api

Creating a Machine Learning API using Flask - Repository for AV Article

flyte

develop, execute, and monitor distributed workflows reliably at scale.

grafana-plugins

Extensions, custom & experimental panels

graph_powered_ml_workshop

h2o3-sagemaker

Integrating H2O-3 AutoML with Amazon Sagemaker

hands-on-machine-learning-for-algorithmic-trading

Hands-On Machine Learning for Algorithmic Trading, published by Packt

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

hualos

Keras Total Visualization project

hyperas

Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization

hyperopt-sklearn

Hyper-parameter optimization for sklearn

inter_workshop

Workshop materials for ODSC 2019 Interpretability Talk

introspective

Repo for the ML_Insights python package

jupyterhub

Multi-user server for Jupyter notebooks

kale

Kubeflow’s superfood for Data Scientists

katib

Repository for hyperparameter tuning

kedro

A Python library that implements software engineering best-practice for data and ML pipelines.

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on TensorFlow or Theano.