Qian Xie's repositories
autogen
A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap
databricks-training-data-science-spark
TRAINING: DATA SCIENCE WITH APACHE SPARK 2.X
databricks-training-deeplearning-spark
Deep Learning, Keras, Tensorflow & Spark Training by Databricks
databricks-training-spark-tuning
TRAINING: APACHE SPARK TUNING AND BEST PRACTICES
git-flight-rules
Flight rules for git
hands-on-llms
🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴
JetMoE
Reaching LLaMA2 Performance with 0.1M Dollars
large-language-models
Notebooks for Large Language Models (LLMs) Specialization
llm-viz
3D Visualization of an GPT-style LLM
LLMs-from-scratch
Implementing a ChatGPT-like LLM from scratch, step by step
mxnet-the-straight-dope
An interactive book on deep learning. Much easy, so MXNet. Wow.
private-gpt
Interact with your documents using the power of GPT, 100% privately, no data leaks
pyspark-example-project
Example project and best practices for Python-based Spark ETL jobs and applications.
pyspark-pictures
Learn the pyspark API through pictures and simple examples
pysparkling
A pure Python implementation of Apache Spark's RDD and DStream interfaces.
pytest-spark
pytest plugin to run the tests with support of pyspark
python-project-template
A template Python project with a focus on best practices.
spark-config-and-tuning
spark性能调优总结 spark config and tuning
spark2-etl-examples
A project with examples of using few commonly used data manipulation/processing/transformation APIs in Apache Spark 2.0.0
spark_training
Sample Spark Code
TransformerFromScratch
Tutorial for Harvard Medical School ML from Scratch Series: Transformer from Scratch. Demo the usage of transformer in various domains: Music sheet, audio signal, image generation & discrimination
xmas-tweets
An Apache Spark case study: Gathering Tweets about Christmas with Apache Spark Streaming. Sentiment Analysis with Spark Core NLP.