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.
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.
R interface for Apache Spark
An educational resource to help anyone learn deep reinforcement learning.
Deep learning driven jazz generation using Keras & Theano!
Run Keras models (tensorflow backend) in the browser, with GPU support
A high-performance implementation of the R programming language, built on GraalVM.
A scala kernel for Jupyter
Deep Learning on Point Sets for 3D Classification and Segmentation
Keras implementation of BERT with pre-trained weights
Example code for building your own MemSQL Streamliner Pipelines
Code for visualizing the loss landscape of neural nets
Parameterize, execute, and analyze notebooks
PyTorch version of Google AI's BERT model with script to load Google's pre-trained models
Enhanced Super-Resolution Generative Adversarial Networks
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
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.
Use supervised learning to illuminate the latent space of GAN for controlled generation and edit
Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation.
Jupyter notebooks as Markdown documents, Julia, Python or R scripts
Python library that makes it easy for data scientists to create charts.
Kafka Consumer Lag Checking
A cross-platform open-source machine learning framework which makes machine learning accessible to .NET developers
Library for training machine learning models with privacy for training data
DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.
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.