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ANNLearnHub
Important links to learn Machine Learning and Artificial Inteliigence.
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ANNLearnHub
Important links to learn Machine Learning and Artificial Inteliigence.
Ravin Kumar's Book Club
Causal Inference -
https://community.intuitivebayes.com/c/book-club/21
State Space Models -
https://community.intuitivebayes.com/c/dynamax/38
Large language Models -
https://community.intuitivebayes.com/t/llms-study-plan-and-first-steps/1062
Synthetic Datasets
Synthcity -
https://github.com/vanderschaarlab/synthcity
Explainable Models
CleanLab -
https://github.com/cleanlab/cleanlab
Shapash -
https://github.com/MAIF/shapash
Alibi -
https://github.com/SeldonIO/alibi
ML Training
UpTrain -
https://github.com/uptrain-ai/uptrain
Hyperparameter Optimization
Optunity -
https://github.com/claesenm/optunity
Course
ML -
https://www.youtube.com/playlist?list=PLl8OlHZGYOQ7bkVbuRthEsaLr7bONzbXS
Large Language Models
Large Language Models Humanize Technology -
https://arxiv.org/pdf/2305.05576.pdf
LLM Numbers -
https://github.com/ray-project/llm-numbers
Talks
https://build.microsoft.com/en-US/sessions/db3f4859-cd30-4445-a0cd-553c3304f8e2
Books
https://ebookfoundation.github.io/free-programming-books/
https://static1.squarespace.com/static/5ff2adbe3fe4fe33db902812/t/6009dd9fa7bc363aa822d2c7/1611259312432/ISLR+Seventh+Printing.pdf
Preprocessing NLP
https://towardsdatascience.com/what-on-earth-is-unicode-normalization-56c005c55ad0