Machine Learning Framework, Library, Tools
Machine Learning Framework, Library, Tools
Introduction
As of 2022, Data Science, AI, and Machine Learning are very fast-evolving domains. In the last 5 years, it has picked up momentum. Every day a new library, framework, and tools pops out before eyes. Many of these are very interesting and some are just duplicates with little value addition. I am listing below some tools that I came across during my work. The purpose of this listing is not to describe every tool but to provide a link and just put them in sorted order. There are so many jargons, and we use to forget these. Sometimes, it becomes difficult to recall them. It was useful for me and I hope some of you will find this useful.
List of Libraries, Frameworks, Pretrained Models
- Accord Net
- ActiveMQ *
- acxiom
- Adapter Transformers
- Airflow *
- AIX360
- ALBERT *
- Albumentations
- AlchemyAPI for Blockchain
- AlertOps *
- Algorithms for outlier, adversarial and drift detection
- Alibi Detect
- allenNLP, github
- AlphaZero jl
- Alteryx
- Amazon Webservics *
- AMBERT *
- Analytics Vidhya
- Android Studio *
- Annoy *
- Ansible *
- Ansimble *
- Anypoint Platform
- Apache *
- Apache Airflow
- Apache Hadoop
- Apache Mahout
- Apache SINGA
- Apache Solr
- Apache Spark
- apatar
- AppDynamics *
- Argo Workflow
- Arrow *
- Astera
- Asteroid
- Atom *
- Attensity *
- Audino *
- AutoGL
- AutoGraph *
- Automic *
- AutoML
- AWS *
- AWS API Gateway
- AWS CLI *
- AWS cloudformation
- AWS Cloudwatch
- AWS codebuilt for hosting code
- AWS codecommit
- AWS codepipeline
- AWS Lambda
- AWS Lambdas *
- AWS Quicksight
- AWS S3 *
- AWS sagemaker
- Azure *
- Azure Fuction *
- Azure Logic Apps. *
- AzureML *
- Bamboo *
- beam *
- beautifulsoup *
- BERT *
- BERT++ *
- BigML *
- BiLSTM *
- Binder
- Birst *
- Bitbucket
- Blackduck *
- bokeh *
- BookNLP
- Boomi AtomSphere Platform *
- Bort *
- Brain
- Brainstorm
- Caffe, github
- Caffe2, github
- CAI *
- CAMTL *
- Car ND Object Detection
- Catalyst
- category-encoder *
- CBERT *
- ccv
- Celigo Integration Platform *
- CERT *
- Chainer
- char-rnn
- CHARTIO *
- Chef *
- ChoasMonkey *
- Chocolatey *
- Circle CI *
- CJU *
- Clarif-ai *
- clearstory - alteryx *
- CLion *
- Cloud Foundary *
- Cloudera *
- cloverETL *
- CML *
- Coach
- CodeOcean *
- CodePen *
- Comet.ML *
- Concourse *
- conda *
- CondSandbox *
- Continuous Machine Learning (CML)
- ConvBERT *
- convetjs
- Cookiecutter
- CoreML
- CPAN *
- Cracking Data Science Interviews
- CrowdFlower
- CrownAnalytix
- cuda-convnet
- cuDNN
- Cunnotate *
- CVAT *
- Cyberark Conjur *
- DALEX
- darts *
- Dask *
- Dask *
- DaskML *
- Data Driven
- DataGrip *
- Datameer *
- Datasift *
- Datastax
- datatable *
- Dato *
- DBMeastro *
- DeBERT *
- deeplearn.js
- DeepLearning4J
- DeepLearnToolbox
- Deepnet
- Deeppy
- Detecto
- DFS *
- dgl *
- Diffusers
- Digimind *
- distilBERT *
- Diverse Counterfactual Explanations (DiCE)
- DMTK
- Dnotebook
- Docker *
- DOMO *
- dowel
- DSSTNE
- DVC
- Dynatrace *
- Eclipse *
- Elastic search *
- ElasticBERT *
- ElasticSearch *
- ELBERT *
- Electra *
- Electric Cloud *
- ELI5
- Emacs *
- Enigma *
- ERNIE *
- ESPnet
- EthicalML
- etleap *
- Excel *
- Experian
- ExplainerDashboard
- Explosion.ai, github
- Extrahop *
- Fairseq
- fancyimpute *
- fast.ai *
- fastai
- FastAPI *
- fastText, github
- fatual
- fbprophet *
- Feast
- featuretools - auto features *
- Flair
- Flask *
- FlinkML *
- FluentId *
- Flyway DB *
- Fortify *
- Framework for fast prototyping of Graph Neural Networks
- Frog Artifactory *
- fuzzywuzzy *
- Gainsight
- garage
- Gathr
- GCP *
- GCP Engine *
- Git *
- Gitee *
- Github
- Gitlab
- Gitpod *
- Gliffy *
- GloVe
- Gluon *
- GluonTS *
- GNIP *
- GoLand *
- Good Data *
- Google Analytics *
- Google Anthos
- Google Colab *
- GPT3 *
- Grafana *
- Graph ML *
- Graph4nlp *
- GraphX GraphFrames *
- Great Expectations
- Grekite *
- Gremlin *
- gspread *
- H2O, github
- H2O/Deep Water *
- Hadapt
- Harness *
- HashcorpValut *
- hebel
- Helm *
- Hi Plot
- Hindi OCR
- Hinglish NLP
- HoloViews *
- Hootsuite *
- Hopsworks
- Hortonworks
- Hydra *
- IBM Cloud *
- IBM-Watson *
- Idibon *
- iGraph *
- imbalanced-data *
- Implicit
- Import IO *
- Infogroup *
- informatica
- Informatica Intelligent Cloud Services. *
- Intellij IDEA *
- Intercom
- ipyVizzu *
- JavaNN
- JAX
- JBoss Server *
- Jenkins *
- jFrog Artifactory *
- JIRA *
- JMeter *
- Joblib
- Julia *
- JUnit *
- Jupyter *
- Jupyter Notebook
- JupyterHub *
- JupyterLab *
- Kafka *
- Kaggle
- Kaggle Courses
- Karate Club
- Kats *
- Kbana *
- KDD Cup
- Kedro
- Keptn *
- Keras, github
- Keras *
- Kibana *
- Kimano-labs *
- KISSmetrics *
- Knet.jl
- KNIME
- knofhub.com
- KongHQ *
- Kubeflow *
- Kubernetes *
- Label Studio
- Labelbox
- Lasagne
- LEX-ANALYTICS *
- LibLINEAR *
- Library for fast text representation and classification.
- LibSVM *
- LightFM *
- LIME
- Logstash *
- Looker *
- LucidCharts *
- LucidSpark *
- Luigi *
- Lux *
- MacALBERT *
- Mailchimp *
- Maluuba *
- MAPR
- Martego *
- Marvin
- MatConvNet
- MathWorks *
- MATLAB
- MatLab/Octave *
- Matplotlib *
- Matplotlib Jupyter Integration
- Maven *
- Measuring Data Drift
- Mem cache *
- MemSQL *
- Mercuiral *
- Mercury
- Merlion
- Mesos *
- Metaculus
- MetaFlow *
- MetaMind *
- MGL
- Microsoft Cognitive Toolkit
- MicroStrategy *
- Minerva
- Mixpanel
- ML Completeness Checklist *
- ML Reproducibility Checklist *
- ML Workspace
- ML-Agents
- MLFlow *
- MLlib *
- MLpack
- MobileBERT *
- Mocha.jl *
- Mode *
- Model Explainablity
- Model in Production
- Model Monitoring
- Mongo dB *
- MongoDB
- MS Cognitive Toolkit (CNTK)
- Mulesoft
- mxnet, github
- MXNet *
- MySQL *
- Nagios *
- NeMo
- Neo4j *
- Neon
- Neovim *
- Neptune
- Nepture *
- NetBeans IDE *
- Netron
- NetworkX *
- NeuPy
- Neural Prophet
- NeuralProphet: A simple forecasting package
- Neuraxle
- New Relic *
- Nexus *
- Nexus Sonatype *
- NEZHA *
- Nginx *
- NLP for Sanskrit
- NLP Overview
- NLTK *
- nolearn
- Notepad++ *
- Npm *
- NTLK/Gensim *
- Nuanace *
- numba *
- Numenta *
- Numpy *
- NuPIC
- Nutanix *
- Nvidia DIGITS
- Octupus Deploy *
- OmegaConf *
- ONNX, github
- OpenAI Gym *
- OpenCV *
- OpenDL
- OpenMake *
- OpenStack *
- OpsLevel *
- Optimizely
- Optimus *
- Oracle *
- Oracle Weblogic Server *
- Orange *
- Oryx2 ML *
- Overleaf *
- P5js Editor *
- Pachyderm
- Packer *
- Paddle
- PaddlePaddle *
- PaddlePaddle.
- PagerDuty *
- Palantir *
- PalBert *
- Pandas *
- Panel
- Papermill *
- Paxata *
- pdfminer *
- Pentaho *
- PhpStorm *
- Pillow *
- pip *
- Platfora *
- Plutora *
- pmdarima *
- Poetry
- Postman *
- PregEx *
- Prodigy, github
- Prometheus *
- Puppet *
- pyannote.audio
- Pycaret
- Pycharm *
- Pydantic
- pyexcel *
- PyImpetus
- pypdf2 *
- pyRDF2Vec *
- PySpark *
- Python *
- PyTorch, github
- Pytorch Geometry
- Pytorch Lightning
- pyVis *
- PyViz *
- Qlik *
- Qlikview *
- Quid *
- R Studio *
- Rabbit MQ *
- Radian *
- Rapid Insight *
- RapidMiner *
- RAPIDS *
- Readhad Automation *
- Redate DB *
- RelateIQ
- Replit *
- Repo2docker *
- Requests-html *
- Revealjs
- Rider *
- River
- RJMETRICS *
- RNNLIB
- RNNLM Toolkit
- RoBERTa *
- RRCF *
- rubix, github
- RubyGems *
- Rust
- S2 Geometry *
- Salesforce
- Salford Systems *
- SaltStack *
- SAP *
- SAP Integration Suite. *
- SAS *
- SAS/SPSS/PSPP *
- Satisfaction *
- scarpy *
- Scikit Flow
- Scikit-learn
- Sciktlearn-Image *
- SciLab *
- Scipy *
- Seaborn *
- segaBERT *
- segLearn *
- Segment io
- Seldon Core
- SeldonIO/alibi
- SeldonIO/alibi-detect
- SeldonIO/tempo
- Selenium *
- Selinium Webdriver *
- SemBERT *
- Sense2Vec
- Sent2Vec Encoder
- Sentence Transformers
- Serpent.AI
- ServiceNow *
- SesameBERT *
- SHAPASH
- Shogun *
- Silk *
- Singa *
- Singularity *
- Singularity, *
- Skater
- sklearn *
- Sklearn Data Transformations *
- sklearn-pandas *
- sktime *
- SKY-MIND *
- Skytree *
- Slack *
- Slides
- snaplogic
- Snorkel *
- Snowflake *
- Software and Data Carpentry instructor training course material *
- Sonarqube *
- Sonnet
- spaCy, github
- Spacy Course
- SpanBERT *
- Spark Graph *
- Spark ML/MLLib *
- Spark SQL *
- Spark Streaming *
- speechbrain
- Spinnaker *
- Splunk *
- Spotfire *
- SPSS *
- Spyder *
- SQLServer *
- Squash Commits *
- SqueezeBERT *
- srsly
- Stable-Baselines3
- StackingBERT *
- Stanza
- Starlette *
- STATA
- Statistica *
- Statsmodels *
- STMoE *
- Stoplight *
- Streamlit *
- StructBERT *
- STUMPY *
- Sublime Text *
- SUGAR-CRM *
- SumoLogic *
- Swagger *
- SyBase *
- Synapses
- Syntaxnet
- Sysomon *
- T5 *
- Tableau *
- Tabula *
- Tagtog *
- talend
- Tamr
- TeamCity *
- Tensorboard
- TensorBoard Huggingface
- Tensorflow
- Tensorflow *
- TensorFlowTTS *
- TensorForce
- TensorWatch
- TeraData *
- Terraform *
- TestTube *
- textract *
- TF Lite
- TFLearn, github
- TFX (Tensorflow Extended)
- The Carpentries website
- Theano
- Thinc
- Tiangolo
- TIBCO Cloud Integration. *
- Timm
- TinyBERT *
- TM Apache Spark *
- Tomcat *
- torch *
- Torch/PyTorch *
- Torch7
- Torchnet
- Totango *
- TPOT
- Transformers
- Travis *
- Trello *
- Trifacta
- Tripwire *
- TSFresh *
- tslearn *
- Turing NLR *
- TVM
- Tyk *
- Universal Data Tool
- UrbanCode *
- VAEX
- Veles
- Vicarious *
- Vim *
- Visdom *
- Visual Code Insiders *
- Visual Studio Code *
- Visual Studio Tools for AI
- VisualParadigm *
- Visutal Studio *
- Vowpal Wabbit *
- VScode *
- Webhouse.io *
- WebStorm *
- Weights & Biases *
- Weka
- Weka3/MOA *
- Wolfram Language
- Workato. *
- WorkFusion
- WPS *
- XAI
- Xcode *
- XGBoost *
- XLM *
- XLNet *
- xlsxWriter *
- xlwings *
- Yarn *
- Yellowbrick
- Yum *
- Zabbix *
- Zapier
- Zend *
- Zendesk *
- ZenML, github
- Zenoss *
- Zeppelin *
- Zingg
- Zoomdata