ml
Failures
- Zillow winds down their ml model house flipping scheme: https://www.prnewswire.com/news-releases/zillow-group-reports-third-quarter-2021-financial-results--shares-plan-to-wind-down-zillow-offers-operations-301414460.html?tc=eml_cleartime
ML Tools
- visualizer: https://github.com/lutzroeder/netron
- voice coloning: https://git.ecker.tech/mrq/ai-voice-cloning/wiki/Installation
- https://seamless.metademolab.com/expressive/?utm_source=metaai&utm_medium=web&utm_campaign=seamless&utm_content=landing_page
- seamless voice models from FB
Tree Based Models
RL
- Fisher information matrix?
Computer Vision
Links to this note
- adam optimizer
- annotations
- approximate nearest neighbor
- atomic
- automatic differentiation
- backprop
- chatgpt
- clustering
- convolutional neural networks (cnn)
- convolutions
- cyc
- datasets
- deep learning
- embedding text into vector spaces
- energy based models
- ensemble learning
- ESIM model
- explaining away
- Fact Extraction and Verification (2018)
- fasttext
- federenko - EMNLP Keynote
- glue
- Goode: Artifical Intelligence and the Future of Nationalism
- gpt2
- gradient descent
- hierarchical navigable small-world graph (HNSW)
- higher (fb library)
- jupyter notebooks
- kubeflow
- llms
- loss function
- misinterpretations of what ai is
- ml conferences
- multi-level IR
- MultiRC
- nearest neighbor
- nlp
- OpenBook
- optuna
- pandas
- positive labeling
- product quantization
- pytorch
- recurrent neural networks (rnn)
- relu
- sacred
- softmax
- structured space modeling
- superintelligence as an infohazard
- Sutton: The Bitter Lesson
- tensorboard
- tensorflow
- training, validation, and tests sets
- visual question answering
- winograd schemas
- Zhang et al: Tropical Geometry of Deep Neural Networks