Counting 3,463 Big Data & Machine Learning Frameworks, Toolsets, and Examples...
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analytics-zoo

353

Analytics Zoo provides a unified analytics + AI platform that seamlessly unites Spark, TensorFlow, Keras and BigDL programs into an integrated pipeline; the entire pipeline can then transparently scale out to a large Hadoop/Spark cluster for distributed training or inference.

dowhy

611

A Python library based on a unified language for causal inference that makes it easy to estimate causal effects. DoWhy combines causal graphical models and potential outcomes frameworks.

sparklyr

609

R interface for Apache Spark

spinningup

2166

An educational resource to help anyone learn deep reinforcement learning.

deepjazz

2306

Deep learning driven jazz generation using Keras & Theano!

keras-js

4433

Run Keras models (tensorflow backend) in the browser, with GPU support

fastr

310

A high-performance implementation of the R programming language, built on GraalVM.

almond

950

A scala kernel for Jupyter

pointnet

1568

Deep Learning on Point Sets for 3D Classification and Segmentation

apexcharts.js

4617

A JavaScript Chart Library

BERT-keras

455

Keras implementation of BERT with pre-trained weights

streamliner-examples

23

Example code for building your own MemSQL Streamliner Pipelines

loss-landscape

760

Code for visualizing the loss landscape of neural nets

papermill

1347

Parameterize, execute, and analyze notebooks

pytorch-pretrained-BERT

2941

PyTorch version of Google AI's BERT model with script to load Google's pre-trained models

ESRGAN

821

Enhanced Super-Resolution Generative Adversarial Networks

dopamine

7052

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

homemade-machine-learning

8304

Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

gpdb

2935

Greenplum Database

bert

11412

A new method of pre-training language representations which obtains state-of-the-art results on a wide array of Natural Language Processing (NLP) tasks.

transparent_latent_gan

1325

Use supervised learning to illuminate the latent space of GAN for controlled generation and edit

vid2vid

5838

Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation.

jupytext

1468

Jupyter notebooks as Markdown documents, Julia, Python or R scripts

chartify

1750

Python library that makes it easy for data scientists to create charts.

Burrow

1663

Kafka Consumer Lag Checking

machinelearning

4901

A cross-platform open-source machine learning framework which makes machine learning accessible to .NET developers

privacy

358

Library for training machine learning models with privacy for training data

deeptraffic

941

DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.

beam

2494

Apache Beam

TagUI

2874

A CLI tool for digital process automation (RPA). It is maintained by AI Singapore, a government-funded initiative to build local artificial intelligence capabilities. To start, check out above tutorial, slides, or video.