install babelnet java api with intellij idea

Install babelnet java api with intellij idea free#

Alibaba Machine Learning Platform for AI (PAI 2.0) and Alibaba Cloud Intelligence Brain.Airbnb BigHead & data management platform Zipline & metric platform Minerva.Trifacta, Wikipedia, also see Dataprep by Trifacta on Google Cloud.Microsoft Azure HDInsight – to provision clusters, e.g.Apache PDFBox (PDF manipulation), Apache Tika (content analysis).Amazon Personalize – real-time recommendation.Amazon Forecast – time-series forecasting.Einstein Discovery, Einstein Prediction Builder.Amazon Quicksight – business intelligence.Tencent Optical Character Recognition, Tencent Face Recognition, Tencent FaceID and Tencent Analysis Platform for Pneumonia CT Images.Rossum – semantic OCR, automatic document handling.Baidu Image Recognition and Baidu Image Search.Microsoft Translator / Translator API and Speech Translation.Natural Language Processing, Understanding and Conversational AI Microsoft Speech-to-Text and Microsoft Speaker Recognition.Google Cloud AI & Machine Learning Services.Relevant Cloud AI Service Portfolios to look at include: This still needs to be extended and reorganized quite heavily. Predictive Model Markup Language (PMML).Planning Domain Definition Language (PDDL).ONNX, IBM Research contributed Tensorflow Backend for ONNX.Microsoft MMdnn can be used to convert models between frameworks. Wolfram Research’s Neural Net Repository.Model Zoo for AI Model Efficiency Toolkit.IBM Model Asset eXchange (MAX) and Machine Learning eXchange (MLX).Knowledge Graph TechnologiesĪI Service Orchestration Model and Data Catalogs Model Zoos & Catalogs pylo2 – Python wrapper around many logic programming engines, unfortunately not too activeĪlso see Linked Open Data Cloud.Many more can be found in “A Survey on Theorem Provers in Formal Methods” which provides a great overview. Java Constraint Programming solver (JaCoP).Generic Constraint Development Environment (Gecode).Convex Over and Under ENvelopes for Nonlinear Estimation (Couenne).Basic Open-source Nonlinear Mixed INteger programming (Bonmin).Coin-or branch and cut (Cbc) – mixed integer linear programming (MILP).IBM CPLEX (linear, mixed-integer, quadratic programming), IBM ILOG CP Optimizer.These are only a few solvers – more extensive lists can be found on NEOS and YALMIP. OBDDs, MDPs, Heuristic Search Planning, Hybrid Planning VISSL – Library for State-of-the-Art Self-Supervised Learning.torchvision (there are also things like PyTorchCV, but much less popular).OpenVINO, also useful for other tasks like NLP or recommendation.

MATLAB, in particular due to its Toolboxes.

Rasa – RL-driven NLU for dialog systems and virtual assistants.

fairseq (earlier Lua version was Facebook fairseq) – sequence modeling like translation or summarization.

General Architecture for Text Engineering (GATE).

Natural Language Processing NLP Architectures Still debating with myself whether I should add all the references to a map. Please see the dedicated overview article.

Traditional ML & Data Science Machine Learning Frameworks XAI – An eXplainability toolbox for machine learningĪlso see visualization solutions like Facebook ActiVis.Intel Neural Network Distiller – for neural network compression.IBM Uncertainty Quantification Toolkit (UQ 360) – uncertainty quantification.IBM AI Fairness 360 (AIF360), Demo, Paper, Docs for bias detection.IBM Adversarial Robustness Toolbox, Blog, Paper for adversarial hardening.Aequitas – Bias and Fairness Audit Toolkit.Libraries like NNPACK, cuDNN, hipDNN/ MIOpen etc.Tensorflow Multi-Level Intermediate Representation, was originally here.PaddlePaddle (PArallel Distributed Deep Learning).The Linux Foundation’s AI and Data Landscape is an interesting resource as well.

Install babelnet java api with intellij idea free#

Please feel free to send enhancement suggestions via the contact form. frameworks, libraries, platforms and product offerings). The following is a very preliminary sketch of the landscape of AI technologies (i.e.