Ashok's starred repositories
python-functional-guide
Small guide for those transitioning from a functional programming language to Python
awesome-mlops
A curated list of references for MLOps
markdown-preview-enhanced
One of the 'BEST' markdown preview extensions for Atom editor!
ml_sampler
Model assisted random sampling.
kafka-streams-machine-learning-examples
This project contains examples which demonstrate how to deploy analytic models to mission-critical, scalable production environments leveraging Apache Kafka and its Streams API. Models are built with Python, H2O, TensorFlow, Keras, DeepLearning4 and other technologies.
experiments_with_python
experiments with python
ipex-llm
Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Baichuan, Mixtral, Gemma, Phi, etc.) on Intel CPU and GPU (e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max); seamlessly integrate with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, DeepSpeed, vLLM, FastChat, Axolotl, etc.
spark-neighbors
Spark-based approximate nearest neighbor search using locality-sensitive hashing
data-science-blogs
A curated list of data science blogs
scala-best-practices
A collection of Scala best practices
linux-insides
A little bit about a linux kernel
galimatias
galimatias is a URL parsing and normalization library written in Java.
spark-gotchas
Spark Gotchas. A subjective compilation of the Apache Spark tips and tricks
akka-http-macwire
Example skeleton for a Rest API built on Akka HTTP with DI via Macwire
mllib-grid-search
An example project for doing grid search in MLlib
drunken-data-quality
Spark package for checking data quality