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Giant List of AI/Machine Learning Tools & Datasets

#tutorials

AI/machine learning technology is growing at a rapid pace. There is a great deal of active research & big tech is leading the way. Luckily there are also a lot of resources out there for the technologist to utilize. So many we had to cherry pick what look like the most legit & useful tools.

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  1. Accord Framework http://accord-framework.net
  2. Aligned Face Dataset from Pinterest (CCO) https://www.kaggle.com/frules11/pins-face-recognition
  3. Amazon Reviews Dataset https://snap.stanford.edu/data/web-Amazon.html
  4. Apache SystemML https://systemml.apache.org
  5. AWS Open Data https://registry.opendata.aws
  6. Baidu Apolloscapes http://apolloscape.auto
  7. Beijing Laboratory of Intelligent Information Technology Vehicle Dataset http://iitlab.bit.edu.cn/mcislab/vehicledb
  8. Berkley Caffe http://caffe.berkeleyvision.org
  9. Berkley DeepDrive https://bdd-data.berkeley.edu
  10. Caltech Dataset http://www.vision.caltech.edu/html-files/archive.html
  11. Cats in Movies Dataset https://public.opendatasoft.com/explore/dataset/cats-in-movies/information
  12. Chinese Character Dataset http://www.iapr-tc11.org/mediawiki/index.php?title=Harbin_Institute_of_Technology_Opening_Recognition_Corpus_for_Chinese_Characters_(HIT-OR3C)
  13. Chinese Text in the Wild Dataset (CC4.0) https://ctwdataset.github.io
  14. CelebA Dataset (research only) http://mmlab.ie.cuhk.edu.hk/projects/CelebA.html
  15. Cityscapes Dataset https://www.cityscapes-dataset.com | License
  16. Clash of Clans User Comments Dataset (GPL 2) https://www.kaggle.com/moradnejad/clash-of-clans-50000-user-comments
  17. Core ML https://developer.apple.com/machine-learning
  18. Cornell Movie Dialogs Corpus http://www.cs.cornell.edu/~cristian/Cornell_Movie-Dialogs_Corpus.html
  19. Deep Learning for Java https://deeplearning4j.org
  20. Enron Email Dataset https://www.cs.cmu.edu/~./enron
  21. Facebook AI Tools https://ai.facebook.com/tools
  22. GitHub Deep Learning https://github.com/topics/deep-learning
  23. GitHub Machine Learning https://github.com/topics/machine-learning
  24. GitHub Natural Language Processing https://github.com/topics/nlp
  25. GitHub Tensorflow https://github.com/topics/tensorflow
  26. Google Dataset Search https://toolbox.google.com/datasetsearch
  27. Google Facial Expression Comparison Dataset (CC0 1.0) https://ai.google/tools/datasets/google-facial-expression
  28. Google Landmarks Dataset https://www.kaggle.com/google/google-landmarks-dataset
  29. Google ML Kit https://developers.google.com/ml-kit
  30. Google Open Images Dataset https://ai.googleblog.com/2016/09/introducing-open-images-dataset.html
  31. Google Teachable Machine https://teachablemachine.withgoogle.com
  32. H20 AI https://www.h2o.ai
  33. IBM Watson Starter Kits https://cloud.ibm.com/developer/watson/starter-kits
  34. IMDB Movie Review Dataset http://ai.stanford.edu/~amaas/data/sentiment
  35. Imagenet Image Database http://image-net.org
  36. JVC Video Game Reviews Dataset https://www.kaggle.com/floval/jvc-game-reviews
  37. Kaggle Datasets https://www.kaggle.com
  38. Labeled Faces in the Wild http://vis-www.cs.umass.edu/lfw
  39. LabelMe Dataset http://labelme.csail.mit.edu/Release3.0/browserTools/php/dataset.php
  40. LISA Traffic Light Dataset (CC BY-NC-SA 4.0) https://www.kaggle.com/mbornoe/lisa-traffic-light-dataset
  41. Machine Learning Playground http://ml-playground.com
  42. Machine Learning Showcase https://ml-showcase.com
  43. Mahout https://mahout.apache.org
  44. Microsoft Cognitive Toolkit https://docs.microsoft.com/en-us/cognitive-toolkit
  45. Microsoft Distributed Machine Learning Toolkit http://www.dmtk.io
  46. Million Song Dataset http://millionsongdataset.com
  47. MLlib https://spark.apache.org/mllib
  48. Movie Review Datasets http://www.cs.cornell.edu/people/pabo/movie-review-data
  49. MovieLens Datasets https://grouplens.org/datasets/movielens
  50. Mushroom Dataset https://archive.ics.uci.edu/ml/datasets/mushroom
  51. MXNet https://mxnet.apache.org
  52. Mycroft https://mycroft.ai
  53. Natural Earth Data http://www.naturalearthdata.com/downloads
  54. Numenta https://numenta.com
  55. ONNX https://onnx.ai
  56. Open ML Datasets https://www.openml.org/search?type=data
  57. OpenCyc https://www.cyc.com/opencyc
  58. OpenNN http://www.opennn.net
  59. Oryx 2 http://oryx.io
  60. Oxford Robotcar Dataset (CC4.0) https://robotcar-dataset.robots.ox.ac.uk
  61. PredictionIO http://predictionio.apache.org
  62. Price of Weed Dataset https://github.com/frankbi/price-of-weed
  63. PyTorch https://pytorch.org
  64. Real & Fake Face Detection https://www.kaggle.com/ciplab/real-and-fake-face-detection
  65. Scikit-learn https://scikit-learn.org
  66. Shogun https://www.shogun-toolbox.org
  67. Stanford Cars Dataset http://ai.stanford.edu/~jkrause/cars/car_dataset.html
  68. Stanford Dogs Dataset http://vision.stanford.edu/aditya86/ImageNetDogs
  69. Stanford Large Network Dataset Collection https://snap.stanford.edu/data
  70. Stanford Sentiment Treebank https://nlp.stanford.edu/sentiment/code.html
  71. The Blog Authorship Corpus (research only) http://u.cs.biu.ac.il/~koppel/BlogCorpus.htm
  72. The French Lexicon Project https://sites.google.com/site/frenchlexicon/results
  73. Theanot http://www.deeplearning.net/software/theano
  74. Tensorflow https://www.tensorflow.org
  75. TME Motorway Dataset (research only) http://cmp.felk.cvut.cz/data/motorway
  76. Torch http://torch.ch
  77. Tufts Face Database (research only) http://tdface.ece.tufts.edu
  78. UCI Machine Learning Repository http://archive.ics.uci.edu/ml/index.php
  79. UFO Reports Dataset https://github.com/planetsig/ufo-reports
  80. Vandal Video Game Reviews Dataset https://www.kaggle.com/floval/12-000-video-game-reviews-from-vandal
  81. Visual Genome http://visualgenome.org
  82. Wacky Corpus (CC BY-NC-SA 4.0) https://wacky.sslmit.unibo.it/doku.php?id=corpora
  83. Wine Quality Dataset https://archive.ics.uci.edu/ml/datasets/wine+quality
  84. World Bank Open Data https://data.worldbank.org
  85. Yale Face Database (research only) http://cvc.cs.yale.edu/cvc/projects/yalefaces/yalefaces.html
  86. Yelp Open Dataset (research only) https://www.yelp.com/dataset
  87. YouTube-8M Segments Dataset https://research.google.com/youtube8m

Big Tech R&D

  1. AI2 https://allenai.org
  2. AWS Machine Learning https://aws.amazon.com/machine-learning
  3. Baidu Research http://research.baidu.com/Blog
  4. Berkeley Artificial Intelligence Research (BAIR) https://bair.berkeley.edu
  5. DeepMind https://deepmind.com
  6. Duolingo AI https://ai.duolingo.com
  7. Energy.gov https://www.energy.gov/artificial-intelligence-and-machine-learning
  8. Facebook AI https://ai.facebook.com
  9. Facebook AI Research https://research.fb.com/category/facebook-ai-research
  10. GE Artificial Intelligence https://www.ge.com/research/technology-domains/artificial-intelligence
  11. Google AI https://ai.google
  12. Google AI & Machine Learning Products https://cloud.google.com/products/ai
  13. IBM Research AI https://www.research.ibm.com/artificial-intelligence
  14. Intel AI https://software.intel.com/en-us/ai
  15. Journal of Artificial Intelligence Research (JAIR) https://www.jair.org
  16. Microsoft Artificial Intelligence https://www.microsoft.com/en-us/research/research-area/artificial-intelligence
  17. OpenAI https://openai.com
  18. Partnership on AI https://www.partnershiponai.org
  19. TayTweets https://twitter.com/tayandyou Let us know if we missed your favorite AI/machine learning tool or dataset. Also be sure to check out places to educate yourself about AI/machine learning.

This data is from Vuild’s list of AI/machine learning tools & datasets. Please visit vuild.com for more.

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