Hands on tutorial with Polars DataFrames in Python
Tutorial to work on large datasets in memory Polars DataFrames in Python
Posts by Tag
- python 5
- machine learning 3
- llm 3
- scikit-learn 2
- r 1
- superml 1
- text matching 1
- sqlite 1
- asyncio 1
- parallel 1
- vllm 1
- gpu 1
- deep-learning 1
- pytorch 1
python
Practical Tutorial on Asyncio in Python 3.7
Understanding asyncio using simple examples in python 3.7
Useful Full Text Search (FTS) queries with sqlite in Python 3.7
Learning to use FTS5 with sqlite for full text search applications
Packaging a Machine Learning Project using Python PEX
Use pex python library to package a python project for deployment.
Banco Data Model
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machine learning
How to create TF-IDF matrix using ngrams in R?
Create tfidf matrix in R just like using scikit-learn
Packaging a Machine Learning Project using Python PEX
Use pex python library to package a python project for deployment.
Banco Data Model
this line will show up as preview on the posts page
llm
Basics of Gradient Accumulation and Checkpointing to train LLMs
Basics of gradient accumulation and gradient checkpointing to train LLMs
Simple Guide on FLOPs in GPU Utilisation
Understanding basics of flops and how they influence gpu computation
5 Lessons from Deploying LLMs in Production using vLLM
Lessons learned from deploying large language models in productions using vLLM
scikit-learn
Packaging a Machine Learning Project using Python PEX
Use pex python library to package a python project for deployment.
Banco Data Model
this line will show up as preview on the posts page
r
How to create TF-IDF matrix using ngrams in R?
Create tfidf matrix in R just like using scikit-learn
superml
How to create TF-IDF matrix using ngrams in R?
Create tfidf matrix in R just like using scikit-learn
text matching
Useful Full Text Search (FTS) queries with sqlite in Python 3.7
Learning to use FTS5 with sqlite for full text search applications
sqlite
Useful Full Text Search (FTS) queries with sqlite in Python 3.7
Learning to use FTS5 with sqlite for full text search applications
asyncio
Practical Tutorial on Asyncio in Python 3.7
Understanding asyncio using simple examples in python 3.7
parallel
Practical Tutorial on Asyncio in Python 3.7
Understanding asyncio using simple examples in python 3.7
vllm
5 Lessons from Deploying LLMs in Production using vLLM
Lessons learned from deploying large language models in productions using vLLM
gpu
Simple Guide on FLOPs in GPU Utilisation
Understanding basics of flops and how they influence gpu computation
deep-learning
Basics of Gradient Accumulation and Checkpointing to train LLMs
Basics of gradient accumulation and gradient checkpointing to train LLMs
pytorch
Basics of Gradient Accumulation and Checkpointing to train LLMs
Basics of gradient accumulation and gradient checkpointing to train LLMs