optimizer 3 big-data 3 python 3 deep-learning 2 deep learning 2 artificial intelligence 2 machine-learning 2 umap 2 tsne 2 single-cell-rna-seq 2 single-cell-genomics 2 single-cell-atac-seq 2 scrna-seq 2 scatac-seq 2 scalable-data-analysis 2 pseudotime 2 multiomics 2 graph-analytics 2 genomics 2 gene-modules 2 dimension-reduction 2 differential-expression 2 clustering 2 cite-seq 2 bioinformatics 2 large-language-models 2 pandas-dataframe 2 counter 2 transitions 1 states 1 statemachine 1 nested 1 callbacks 1 condition 1 contextmanager 1 performance 1 large data 1 artificial-intelligence 1 attention-mechanism 1 diffusion-transformer 1 memory efficient 1 optimizers 1 dtypes 1 db-dtypes 1 backend 1 performance-optimization 1 data-backend 1 python-library 1 index 1 reader 1 corpus 1 training 1 linux 1 llms 1 transformers 1 long-context 1 json 1 lightweight 1 database 1 key-value 1 quicksave 1 jsondb 1 transducer 1 rnn-t 1 trigger 1 switched-transitions 1 state-transitions 1 state-machine 1 python-objects 1 nested-states 1 callback 1 easy-to-use 1 ring-attention 1 infinite-batch-size 1 flash-attention 1 contrastive-learning 1 clip 1 approximation-algorithms 1 approximate counting 1 probabilistic data structure 1 store 1 word2vec 1 word-embeddings 1 vectors 1 nlp 1 natural-language-processing 1 machine-learning-library 1 glove 1 gensim 1 fasttext 1 fast 1 embeddings 1 single-cell 1 llm-training 1 llm 1 efficient-training 1 AI 1 data-science 1 data-analysis 1 data-serialization 1